Running 1 scripts.. 
 
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Running 'run_benchmarks' ...
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BENCHMARK cora (1/3)
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__________________________________________________________________
INSTANCE (1/180)
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prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img0.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.625e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img0.vnnlib: sat
--- Verification time: 0.0718 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (2/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img0.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.625e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.618e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.614e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.610e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.607e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.603e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.600e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.597e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.594e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.590e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.587e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.584e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.581e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.577e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.574e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.571e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.568e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.565e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.561e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.558e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.555e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.552e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.549e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.546e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.543e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.539e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.536e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.533e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.530e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.527e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.523e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.520e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.517e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.514e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.511e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.508e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.504e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.501e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.498e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.495e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.492e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.489e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.486e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.482e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.479e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.476e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.473e-02 |               NaN ‖
‖        48 |     48 |                  0 |   5.470e-02 |               NaN ‖
‖        49 |     49 |                  0 |   5.467e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.224 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img0.vnnlib: unknown
--- Verification time: 30.2589 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (3/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img0.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.625e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.015 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img0.vnnlib: unsat
--- Verification time: 0.0511 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (4/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img1.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.465e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img1.vnnlib: sat
--- Verification time: 0.0593 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (5/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img1.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.465e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.459e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.455e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.451e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.447e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.444e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.441e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.437e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.434e-02 |               NaN ‖
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‖        11 |     11 |                  0 |   5.428e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.424e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.422e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.418e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.415e-02 |               NaN ‖
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‖        30 |     30 |                  0 |   5.369e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.366e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.363e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.359e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.356e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.353e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.350e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.347e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.344e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.341e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.338e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.334e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.331e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.328e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.325e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.322e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.319e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.316e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.438 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img1.vnnlib: unknown
--- Verification time: 30.4776 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (6/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img1.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.465e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img1.vnnlib: unsat
--- Verification time: 0.0761 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (7/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img2.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img2.vnnlib: sat
--- Verification time: 0.0557 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (8/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img2.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.471e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.467e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.463e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.460e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.456e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.453e-02 |               NaN ‖
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‖         9 |      9 |                  0 |   5.447e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.444e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.441e-02 |               NaN ‖
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‖        14 |     14 |                  0 |   5.431e-02 |               NaN ‖
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‖        41 |     41 |                  0 |   5.347e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.344e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.341e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.339e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.336e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.333e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.330e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.632 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img2.vnnlib: unknown
--- Verification time: 30.6693 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (9/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img2.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.015 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img2.vnnlib: unsat
--- Verification time: 0.0507 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (10/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img3.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.569e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.569e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.565e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.565e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.562e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.561e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.560e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.558e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.557e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.557e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.556e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.556e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.555e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.555e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.555e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.554e-02 |               NaN ‖
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‖        47 |     47 |                  0 |   5.519e-02 |               NaN ‖
‖        48 |     48 |                  0 |   5.518e-02 |               NaN ‖
‖        49 |     49 |                  0 |   5.517e-02 |               NaN ‖
‖        50 |     50 |                  0 |   5.516e-02 |               NaN ‖
‖        51 |     51 |                  0 |   5.516e-02 |               NaN ‖
‖        52 |     52 |                  0 |   5.515e-02 |               NaN ‖
‖        53 |     53 |                  0 |   5.514e-02 |               NaN ‖
‖        54 |     54 |                  0 |   5.513e-02 |               NaN ‖
‖        55 |     55 |                  0 |   5.512e-02 |               NaN ‖
‖        56 |     56 |                  0 |   5.512e-02 |               NaN ‖
‖        57 |     57 |                  0 |   5.511e-02 |               NaN ‖
‖        58 |     58 |                  0 |   5.510e-02 |               NaN ‖
‖        59 |     59 |                  0 |   5.510e-02 |               NaN ‖
‖        60 |     60 |                  0 |   5.509e-02 |               NaN ‖
‖        61 |     61 |                  0 |   5.508e-02 |               NaN ‖
‖        62 |     62 |                  0 |   5.508e-02 |               NaN ‖
‖        63 |     63 |                  0 |   5.507e-02 |               NaN ‖
‖        64 |     64 |                  0 |   5.507e-02 |               NaN ‖
‖        65 |     65 |                  0 |   5.506e-02 |               NaN ‖
‖        66 |     66 |                  0 |   5.506e-02 |               NaN ‖
‖        67 |     67 |                  0 |   5.505e-02 |               NaN ‖
‖        68 |     68 |                  0 |   5.505e-02 |               NaN ‖
‖        69 |     69 |                  0 |   5.504e-02 |               NaN ‖
‖        70 |     70 |                  0 |   5.504e-02 |               NaN ‖
‖        71 |     71 |                  0 |   5.503e-02 |               NaN ‖
‖        72 |     72 |                  0 |   5.503e-02 |               NaN ‖
‖        73 |     73 |                  0 |   5.503e-02 |               NaN ‖
‖        74 |     74 |                  0 |   5.502e-02 |               NaN ‖
‖        75 |     75 |                  0 |   5.502e-02 |               NaN ‖
‖        76 |     76 |                  0 |   5.501e-02 |               NaN ‖
‖        77 |     77 |                  0 |   5.501e-02 |               NaN ‖
‖        78 |     78 |                  0 |   5.500e-02 |               NaN ‖
‖        79 |     79 |                  0 |   5.500e-02 |               NaN ‖
‖        80 |     80 |                  0 |   5.499e-02 |               NaN ‖
‖        81 |     81 |                  0 |   5.498e-02 |               NaN ‖
‖        82 |     82 |                  0 |   5.497e-02 |               NaN ‖
‖        83 |     83 |                  0 |   5.497e-02 |               NaN ‖
‖        84 |     84 |                  0 |   5.496e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.111 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img3.vnnlib: unknown
--- Verification time: 30.1477 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (11/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img3.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.569e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.563e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.559e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.555e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.552e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.548e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.545e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.542e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.538e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.535e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.532e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.529e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.525e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.522e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.519e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.516e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.513e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.510e-02 |               NaN ‖
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‖        25 |     25 |                  0 |   5.487e-02 |               NaN ‖
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‖        27 |     27 |                  0 |   5.481e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.478e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.475e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.471e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.468e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.465e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.462e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.459e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.456e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.452e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.449e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.446e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.443e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.440e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.436e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.433e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.430e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.427e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.424e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.421e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.417e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.348 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img3.vnnlib: unknown
--- Verification time: 30.3851 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (12/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img3.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.569e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.015 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img3.vnnlib: unsat
--- Verification time: 0.0507 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (13/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img4.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img4.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img4.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.772e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.772e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.772e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.772e-02 |               NaN ‖
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‖         8 |      8 |                  0 |   5.772e-02 |               NaN ‖
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‖        11 |     11 |                  0 |   5.772e-02 |               NaN ‖
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‖        70 |     70 |                  0 |   5.755e-02 |               NaN ‖
‖        71 |     71 |                  0 |   5.754e-02 |               NaN ‖
‖        72 |     72 |                  0 |   5.752e-02 |               NaN ‖
‖        73 |     73 |                  0 |   5.750e-02 |               NaN ‖
‖        74 |     74 |                  0 |   5.749e-02 |               NaN ‖
‖        75 |     75 |                  0 |   5.747e-02 |               NaN ‖
‖        76 |     76 |                  0 |   5.746e-02 |               NaN ‖
‖        77 |     77 |                  0 |   5.744e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.137 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img4.vnnlib: unknown
--- Verification time: 30.1743 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (14/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img4.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img4.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img4.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.772e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.766e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.762e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.758e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.754e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.751e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.748e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.744e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.741e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.738e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.735e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.732e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.728e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.725e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.722e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.719e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.716e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.713e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.710e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.706e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.703e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.700e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.697e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.694e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.690e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.687e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.684e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.681e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.678e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.674e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.671e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.668e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.665e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.662e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.658e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.655e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.652e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.649e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.646e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.642e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.639e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.636e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.633e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.630e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.626e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.623e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.171 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img4.vnnlib: unknown
--- Verification time: 30.2064 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (15/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img4.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img4.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img4.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.772e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.071 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img4.vnnlib: unsat
--- Verification time: 0.1080 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (16/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img6.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img6.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img6.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.338e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img6.vnnlib: sat
--- Verification time: 0.0575 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (17/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img6.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img6.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img6.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.338e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.332e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.327e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.324e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.320e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.317e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.313e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.310e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.307e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.304e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.300e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.297e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.294e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.291e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.288e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.284e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.281e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.278e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.275e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.272e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.268e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.265e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.262e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.259e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.256e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.253e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.250e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.247e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.244e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.241e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.238e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.235e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.232e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.230e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.227e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.224e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.221e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.218e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.215e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.212e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.210e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.207e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.204e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.202e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.199e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.197e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.194e-02 |               NaN ‖
‖        48 |     48 |                  0 |   5.192e-02 |               NaN ‖
‖        49 |     49 |                  0 |   5.189e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.437 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img6.vnnlib: unknown
--- Verification time: 30.4724 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (18/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img6.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img6.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img6.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.338e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.069 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img6.vnnlib: unsat
--- Verification time: 0.1068 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (19/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img7.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img7.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img7.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.646e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img7.vnnlib: sat
--- Verification time: 0.0567 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (20/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img7.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img7.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img7.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.646e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.639e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.635e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.631e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.628e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.624e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.621e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.618e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.615e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.611e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.608e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.605e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.602e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.599e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.595e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.592e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.589e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.586e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.583e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.580e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.576e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.573e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.570e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.567e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.564e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.560e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.557e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.554e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.551e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.548e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.545e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.542e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.539e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.535e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.533e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.529e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.526e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.523e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.520e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.517e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.514e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.511e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.508e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.505e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.502e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 29.983 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img7.vnnlib: unknown
--- Verification time: 30.0196 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (21/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img7.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img7.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img7.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.646e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.015 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img7.vnnlib: unsat
--- Verification time: 0.0514 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (22/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img8.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img8.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img8.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.900e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img8.vnnlib: sat
--- Verification time: 0.0582 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (23/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img8.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img8.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img8.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.900e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.893e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.889e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.885e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.882e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.878e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.875e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.872e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.869e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.865e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.862e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.859e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.856e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.852e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.849e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.846e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.843e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.840e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.836e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.833e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.830e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.827e-02 |               NaN ‖
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‖        27 |     27 |                  0 |   5.811e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.808e-02 |               NaN ‖
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‖        30 |     30 |                  0 |   5.802e-02 |               NaN ‖
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‖        32 |     32 |                  0 |   5.795e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.792e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.789e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.786e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.783e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.780e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.776e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.773e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.770e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.767e-02 |               NaN ‖
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‖        43 |     43 |                  0 |   5.761e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.758e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.754e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.751e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.748e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.204 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img8.vnnlib: unknown
--- Verification time: 30.2418 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (24/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img8.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img8.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img8.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.900e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.015 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img8.vnnlib: unsat
--- Verification time: 0.0502 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (25/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img9.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img9.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img9.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.251e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img9.vnnlib: sat
--- Verification time: 0.0562 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (26/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img9.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img9.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img9.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.251e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.245e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.242e-02 |               NaN ‖
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‖        34 |     34 |                  0 |   5.145e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.142e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.139e-02 |               NaN ‖
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‖        38 |     38 |                  0 |   5.133e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.130e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.127e-02 |               NaN ‖
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‖        45 |     45 |                  0 |   5.112e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.109e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.107e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.095 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img9.vnnlib: unknown
--- Verification time: 30.1327 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (27/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img9.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img9.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img9.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.251e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img9.vnnlib: unsat
--- Verification time: 0.0485 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (28/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img10.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img10.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img10.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.673e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.017 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img10.vnnlib: sat
--- Verification time: 0.0547 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (29/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img10.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img10.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img10.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.673e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.666e-02 |               NaN ‖
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‖        26 |     26 |                  0 |   5.587e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.584e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.581e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.577e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.574e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.571e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.568e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.565e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.562e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.558e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.555e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.552e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.549e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.546e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.543e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.540e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.536e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.533e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.530e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.527e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.524e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.521e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.034 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img10.vnnlib: unknown
--- Verification time: 30.0701 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (30/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img10.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img10.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img10.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.673e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img10.vnnlib: sat
--- Verification time: 0.0576 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (31/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img11.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img11.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img11.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.462e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img11.vnnlib: sat
--- Verification time: 0.0560 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (32/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img11.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img11.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img11.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.462e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.456e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.452e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.449e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.445e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.442e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.439e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.436e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.432e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.429e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.426e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.423e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.420e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.417e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.413e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.410e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.407e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.404e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.401e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.398e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.395e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.392e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.389e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.385e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.382e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.379e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.376e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.373e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.370e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.366e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.363e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.360e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.357e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.354e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.350e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.347e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.344e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.341e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.338e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.335e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.331e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.328e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.325e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.322e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.319e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.316e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.313e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.459 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img11.vnnlib: unknown
--- Verification time: 30.4947 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (33/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img11.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img11.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img11.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.462e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img11.vnnlib: unsat
--- Verification time: 0.0496 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (34/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img12.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img12.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img12.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.656e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.656e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.652e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.652e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.651e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.651e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.649e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.647e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.644e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.643e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.641e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.639e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.638e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.637e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.637e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.636e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.635e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.635e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.634e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.634e-02 |               NaN ‖
‖        20 |     19 |                  0 |   5.634e-02 |               NaN ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 7.038 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img12.vnnlib: sat
--- Verification time: 7.0775 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (35/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img12.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img12.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img12.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.656e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.650e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.646e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.642e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.639e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.635e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.632e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.629e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.626e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.623e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.620e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.617e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.613e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.610e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.607e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.604e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.601e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.598e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.595e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.591e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.588e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.585e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.582e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.579e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.576e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.572e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.569e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.566e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.563e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.560e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.557e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.554e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.550e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.547e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.545e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.542e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.539e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.536e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.533e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.530e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.527e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.524e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.521e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.518e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.515e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.512e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.510e-02 |               NaN ‖
‖        48 |     48 |                  0 |   5.507e-02 |               NaN ‖
‖        49 |     49 |                  0 |   5.504e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.077 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img12.vnnlib: unknown
--- Verification time: 30.1118 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (36/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img12.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img12.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img12.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.656e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.013 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img12.vnnlib: unsat
--- Verification time: 0.0484 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (37/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img13.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img13.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.726e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.017 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img13.vnnlib: sat
--- Verification time: 0.0550 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (38/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img13.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img13.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.726e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.719e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.715e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.711e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.708e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.704e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.701e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.698e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.695e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.691e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.688e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.685e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.682e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.678e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.675e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.672e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.669e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.666e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.662e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.659e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.656e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.653e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.650e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.646e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.643e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.640e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.637e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.634e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.630e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.627e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.624e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.621e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.618e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.615e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.611e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.608e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.605e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.602e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.599e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.596e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.593e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.589e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.586e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.583e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.580e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.577e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.574e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.327 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img13.vnnlib: unknown
--- Verification time: 30.3632 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (39/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img13.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img13.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.726e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.719e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.715e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.711e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.708e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.705e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.702e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.698e-02 |               NaN ‖
‖         9 |      8 |                  1 |   5.698e-02 |               NaN ‖
‖        10 |      9 |                  1 |   5.693e-02 |               NaN ‖
‖        11 |     10 |                  1 |   4.630e-02 |               NaN ‖
‖        12 |      9 |                  2 |   5.107e-02 |               NaN ‖
‖        13 |      8 |                  3 |   5.697e-02 |               NaN ‖
‖        14 |      9 |                  3 |   5.086e-02 |               NaN ‖
‖        15 |      8 |                  4 |   5.682e-02 |               NaN ‖
‖        16 |      7 |                  5 |   5.701e-02 |               NaN ‖
‖        17 |      8 |                  5 |   5.697e-02 |               NaN ‖
‖        18 |      9 |                  5 |   5.693e-02 |               NaN ‖
‖        19 |      9 |                  6 |   5.693e-02 |               NaN ‖
‖        20 |      9 |                  7 |   5.691e-02 |               NaN ‖
‖        21 |      9 |                  8 |   5.203e-02 |               NaN ‖
‖        22 |      8 |                  9 |   5.696e-02 |               NaN ‖
‖        23 |      9 |                  9 |   5.221e-02 |               NaN ‖
‖        24 |      8 |                 10 |   5.695e-02 |               NaN ‖
‖        25 |      9 |                 10 |   5.215e-02 |               NaN ‖
‖        26 |      8 |                 11 |   5.695e-02 |               NaN ‖
‖        27 |      9 |                 11 |   5.226e-02 |               NaN ‖
‖        28 |      8 |                 12 |   5.694e-02 |               NaN ‖
‖        29 |      9 |                 12 |   4.749e-02 |               NaN ‖
‖        30 |      8 |                 13 |   5.166e-02 |               NaN ‖
‖        31 |      7 |                 14 |   5.700e-02 |               NaN ‖
‖        32 |      8 |                 14 |   4.645e-02 |               NaN ‖
‖        33 |      7 |                 15 |   5.089e-02 |               NaN ‖
‖        34 |      6 |                 16 |   5.704e-02 |               NaN ‖
‖        35 |      7 |                 16 |   5.700e-02 |               NaN ‖
‖        36 |      8 |                 16 |   4.491e-02 |               NaN ‖
‖        37 |      7 |                 17 |   5.085e-02 |               NaN ‖
‖        38 |      6 |                 18 |   5.703e-02 |               NaN ‖
‖        39 |      7 |                 18 |   5.089e-02 |               NaN ‖
‖        40 |      6 |                 19 |   5.702e-02 |               NaN ‖
‖        41 |      7 |                 19 |   5.688e-02 |               NaN ‖
‖        42 |      6 |                 20 |   5.700e-02 |               NaN ‖
‖        43 |      7 |                 20 |   4.336e-02 |               NaN ‖
‖        44 |      6 |                 21 |   4.990e-02 |               NaN ‖
‖        45 |      5 |                 22 |   5.707e-02 |               NaN ‖
‖        46 |      6 |                 22 |   5.611e-02 |               NaN ‖
‖        47 |      5 |                 23 |   5.706e-02 |               NaN ‖
‖        48 |      6 |                 23 |   4.983e-02 |               NaN ‖
‖        49 |      5 |                 24 |   5.700e-02 |               NaN ‖
‖        50 |      6 |                 24 |   4.032e-02 |               NaN ‖
‖        51 |      5 |                 25 |   4.707e-02 |               NaN ‖
‖        52 |      4 |                 26 |   5.710e-02 |               NaN ‖
‖        53 |      5 |                 26 |   5.705e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.238 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img13.vnnlib: unknown
--- Verification time: 30.2749 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (40/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img14.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img14.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img14.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.469e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img14.vnnlib: sat
--- Verification time: 0.0645 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (41/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img14.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img14.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img14.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.469e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.463e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.459e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.455e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.452e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.449e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.445e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.442e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.439e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.436e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.433e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.429e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.426e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.423e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.420e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.417e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.414e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.410e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.407e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.404e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.401e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.398e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.395e-02 |               NaN ‖
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‖        25 |     25 |                  0 |   5.388e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.385e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.382e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.379e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.376e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.373e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.370e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.367e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.364e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.361e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.358e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.354e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.351e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.348e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.345e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.342e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.339e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.336e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.333e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.330e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.327e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.324e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.321e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.282 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img14.vnnlib: unknown
--- Verification time: 30.3192 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (42/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img14.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img14.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img14.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.469e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img14.vnnlib: unsat
--- Verification time: 0.0502 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (43/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img15.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img15.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img15.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.636e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img15.vnnlib: sat
--- Verification time: 0.0568 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (44/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img15.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img15.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img15.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.636e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.630e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.626e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.622e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.618e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.615e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.612e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.609e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.605e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.602e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.599e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.596e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.593e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.589e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.586e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.583e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.580e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.577e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.573e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.570e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.567e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.564e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.561e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.557e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.554e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.551e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.548e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.544e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.541e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.538e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.535e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.532e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.528e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.525e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.522e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.519e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.516e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.512e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.509e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.506e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.503e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.500e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.497e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.494e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.490e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.487e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.484e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.295 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img15.vnnlib: unknown
--- Verification time: 30.3311 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (45/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img15.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img15.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img15.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.636e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img15.vnnlib: unsat
--- Verification time: 0.0501 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (46/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img16.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img16.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img16.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.784e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img16.vnnlib: sat
--- Verification time: 0.0616 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (47/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img16.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img16.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img16.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.784e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.778e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.774e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.770e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.766e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.763e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.760e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.756e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.753e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.750e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.747e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.743e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.740e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.737e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.734e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.731e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.728e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.725e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.721e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.718e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.715e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.712e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.709e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.706e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.702e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.699e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.696e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.693e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.690e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.687e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.683e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.680e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.677e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.674e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.671e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.667e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.664e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.661e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.658e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.655e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.652e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.649e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.646e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.643e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.639e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.636e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.633e-02 |               NaN ‖
‖        48 |     48 |                  0 |   5.630e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 29.997 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img16.vnnlib: unknown
--- Verification time: 30.0332 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (48/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img16.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img16.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img16.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.784e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img16.vnnlib: sat
--- Verification time: 0.0555 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (49/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img17.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img17.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img17.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.509e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img17.vnnlib: sat
--- Verification time: 0.0827 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (50/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img17.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img17.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img17.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.509e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.503e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.499e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.495e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.491e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.488e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.485e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.481e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.478e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.475e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.472e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.468e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.465e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.462e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.459e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.456e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.452e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.449e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.446e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.443e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.440e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.436e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.433e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.430e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.427e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.423e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.420e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.417e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.414e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.411e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.407e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.404e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.401e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.398e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.395e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.391e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.388e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.385e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.382e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.379e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.375e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.372e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.369e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.366e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.363e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.359e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.356e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.074 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img17.vnnlib: unknown
--- Verification time: 30.1096 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (51/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img17.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img17.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img17.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.509e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img17.vnnlib: unsat
--- Verification time: 0.0490 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (52/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img18.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img18.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img18.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img18.vnnlib: sat
--- Verification time: 0.0571 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (53/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img18.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img18.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img18.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.472e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.468e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.464e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.460e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.457e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.454e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.450e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.447e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.444e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.441e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.437e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.434e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.431e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.428e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.425e-02 |               NaN ‖
‖        17 |     17 |                  0 |   5.421e-02 |               NaN ‖
‖        18 |     18 |                  0 |   5.418e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.415e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.412e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.409e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.405e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.402e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.399e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.396e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.393e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.389e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.386e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.383e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.380e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.376e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.373e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.370e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.367e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.364e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.361e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.358e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.355e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.352e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.349e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.346e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.343e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.341e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.338e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.335e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.333e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.330e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.163 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img18.vnnlib: unknown
--- Verification time: 30.2014 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (54/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img18.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img18.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img18.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.478e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img18.vnnlib: unsat
--- Verification time: 0.0487 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (55/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img19.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img19.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img19.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.591e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.017 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img19.vnnlib: sat
--- Verification time: 0.0561 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (56/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img19.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img19.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img19.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.591e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.585e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.581e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.577e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.574e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.570e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.567e-02 |               NaN ‖
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‖        11 |     11 |                  0 |   5.554e-02 |               NaN ‖
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‖        14 |     14 |                  0 |   5.544e-02 |               NaN ‖
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‖        31 |     31 |                  0 |   5.490e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.487e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.484e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.480e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.477e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.474e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.471e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.468e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.464e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.461e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.458e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.455e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.452e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.448e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.445e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.442e-02 |               NaN ‖
‖        47 |     47 |                  0 |   5.439e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.514 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img19.vnnlib: unknown
--- Verification time: 30.5524 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (57/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img19.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img19.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img19.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.591e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img19.vnnlib: unsat
--- Verification time: 0.0500 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (58/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img20.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-point.onnx,vnnlib/mnist-img20.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-point_mnist-img20.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.653e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.647e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.642e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.639e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.635e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.632e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.628e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.625e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.623e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.621e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.618e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.615e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.612e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.610e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.607e-02 |               NaN ‖
‖        16 |     16 |                  0 |   5.605e-02 |               NaN ‖
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‖        18 |     18 |                  0 |   5.599e-02 |               NaN ‖
‖        19 |     19 |                  0 |   5.596e-02 |               NaN ‖
‖        20 |     20 |                  0 |   5.593e-02 |               NaN ‖
‖        21 |     21 |                  0 |   5.590e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.587e-02 |               NaN ‖
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‖        28 |     28 |                  0 |   5.569e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.566e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.563e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.560e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.557e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.554e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.551e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.548e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.544e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.541e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.538e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.535e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.532e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.529e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.526e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.522e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.520e-02 |               NaN ‖
‖        44 |     43 |                  0 |   5.522e-02 |               NaN ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 27.439 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-point.onnx -- vnnlib/mnist-img20.vnnlib: sat
--- Verification time: 27.4760 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (59/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img20.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-trades.onnx,vnnlib/mnist-img20.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-trades_mnist-img20.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.653e-02 |               NaN ‖
‖         2 |      2 |                  0 |   5.647e-02 |               NaN ‖
‖         3 |      3 |                  0 |   5.642e-02 |               NaN ‖
‖         4 |      4 |                  0 |   5.639e-02 |               NaN ‖
‖         5 |      5 |                  0 |   5.635e-02 |               NaN ‖
‖         6 |      6 |                  0 |   5.632e-02 |               NaN ‖
‖         7 |      7 |                  0 |   5.628e-02 |               NaN ‖
‖         8 |      8 |                  0 |   5.625e-02 |               NaN ‖
‖         9 |      9 |                  0 |   5.622e-02 |               NaN ‖
‖        10 |     10 |                  0 |   5.619e-02 |               NaN ‖
‖        11 |     11 |                  0 |   5.615e-02 |               NaN ‖
‖        12 |     12 |                  0 |   5.612e-02 |               NaN ‖
‖        13 |     13 |                  0 |   5.609e-02 |               NaN ‖
‖        14 |     14 |                  0 |   5.606e-02 |               NaN ‖
‖        15 |     15 |                  0 |   5.603e-02 |               NaN ‖
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‖        21 |     21 |                  0 |   5.583e-02 |               NaN ‖
‖        22 |     22 |                  0 |   5.580e-02 |               NaN ‖
‖        23 |     23 |                  0 |   5.577e-02 |               NaN ‖
‖        24 |     24 |                  0 |   5.574e-02 |               NaN ‖
‖        25 |     25 |                  0 |   5.570e-02 |               NaN ‖
‖        26 |     26 |                  0 |   5.567e-02 |               NaN ‖
‖        27 |     27 |                  0 |   5.564e-02 |               NaN ‖
‖        28 |     28 |                  0 |   5.561e-02 |               NaN ‖
‖        29 |     29 |                  0 |   5.558e-02 |               NaN ‖
‖        30 |     30 |                  0 |   5.554e-02 |               NaN ‖
‖        31 |     31 |                  0 |   5.551e-02 |               NaN ‖
‖        32 |     32 |                  0 |   5.548e-02 |               NaN ‖
‖        33 |     33 |                  0 |   5.545e-02 |               NaN ‖
‖        34 |     34 |                  0 |   5.542e-02 |               NaN ‖
‖        35 |     35 |                  0 |   5.538e-02 |               NaN ‖
‖        36 |     36 |                  0 |   5.535e-02 |               NaN ‖
‖        37 |     37 |                  0 |   5.532e-02 |               NaN ‖
‖        38 |     38 |                  0 |   5.529e-02 |               NaN ‖
‖        39 |     39 |                  0 |   5.526e-02 |               NaN ‖
‖        40 |     40 |                  0 |   5.523e-02 |               NaN ‖
‖        41 |     41 |                  0 |   5.520e-02 |               NaN ‖
‖        42 |     42 |                  0 |   5.516e-02 |               NaN ‖
‖        43 |     43 |                  0 |   5.513e-02 |               NaN ‖
‖        44 |     44 |                  0 |   5.510e-02 |               NaN ‖
‖        45 |     45 |                  0 |   5.507e-02 |               NaN ‖
‖        46 |     46 |                  0 |   5.504e-02 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.521 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-trades.onnx -- vnnlib/mnist-img20.vnnlib: unknown
--- Verification time: 30.5617 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (60/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img20.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/mnist-set.onnx,vnnlib/mnist-img20.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/mnist-set_mnist-img20.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.653e-02 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.014 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/mnist-set.onnx -- vnnlib/mnist-img20.vnnlib: unsat
--- Verification time: 0.0499 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (61/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img84.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img84.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img84.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img84.vnnlib: sat
--- Verification time: 0.1741 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (62/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img84.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img84.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img84.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img84.vnnlib: sat
--- Verification time: 0.0968 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (63/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img84.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img84.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img84.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img84.vnnlib: sat
--- Verification time: 0.0936 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (64/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img98.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img98.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img98.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.353e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img98.vnnlib: sat
--- Verification time: 0.0907 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (65/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img98.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img98.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img98.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.353e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img98.vnnlib: sat
--- Verification time: 0.0912 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (66/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img98.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img98.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img98.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.353e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img98.vnnlib: sat
--- Verification time: 0.0885 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (67/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img187.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img187.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img187.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.602e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img187.vnnlib: sat
--- Verification time: 0.0868 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (68/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img187.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img187.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img187.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.602e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img187.vnnlib: sat
--- Verification time: 0.0924 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (69/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img187.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img187.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img187.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.602e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img187.vnnlib: sat
--- Verification time: 0.0868 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (70/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img273.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img273.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img273.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.651e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img273.vnnlib: sat
--- Verification time: 0.0856 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (71/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img273.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img273.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img273.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.651e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img273.vnnlib: sat
--- Verification time: 0.0839 / 30.0000 [s]
------------------------------------------------------------------
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img273.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img273.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img273.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.651e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img273.vnnlib: sat
--- Verification time: 0.0857 / 30.0000 [s]
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INSTANCE (73/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img310.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img310.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img310.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img310.vnnlib: sat
--- Verification time: 0.0857 / 30.0000 [s]
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INSTANCE (74/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img310.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img310.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img310.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img310.vnnlib: sat
--- Verification time: 0.0839 / 30.0000 [s]
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INSTANCE (75/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img310.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img310.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img310.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img310.vnnlib: sat
--- Verification time: 0.0851 / 30.0000 [s]
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img410.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img410.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img410.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.984e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img410.vnnlib: sat
--- Verification time: 0.0834 / 30.0000 [s]
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INSTANCE (77/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img410.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img410.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img410.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.984e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img410.vnnlib: sat
--- Verification time: 0.0843 / 30.0000 [s]
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INSTANCE (78/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img410.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img410.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img410.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.984e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img410.vnnlib: sat
--- Verification time: 0.0841 / 30.0000 [s]
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INSTANCE (79/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img414.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img414.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img414.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img414.vnnlib: sat
--- Verification time: 0.0793 / 30.0000 [s]
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INSTANCE (80/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img414.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img414.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img414.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img414.vnnlib: sat
--- Verification time: 0.0835 / 30.0000 [s]
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INSTANCE (81/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img414.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img414.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img414.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-set.onnx -- vnnlib/svhn-img414.vnnlib: sat
--- Verification time: 0.0815 / 30.0000 [s]
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img489.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img489.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img489.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img489.vnnlib: sat
--- Verification time: 0.0822 / 30.0000 [s]
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INSTANCE (83/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img489.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img489.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img489.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img489.vnnlib: sat
--- Verification time: 0.0818 / 30.0000 [s]
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INSTANCE (84/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img489.vnnlib)...
--- Loading network... done
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img489.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img489.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img489.vnnlib: sat
--- Verification time: 0.0829 / 30.0000 [s]
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INSTANCE (85/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img678.vnnlib)...
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img678.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img678.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img678.vnnlib: sat
--- Verification time: 0.0844 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (86/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img678.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img678.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img678.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img678.vnnlib: sat
--- Verification time: 0.0826 / 30.0000 [s]
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INSTANCE (87/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img678.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img678.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img678.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img678.vnnlib: sat
--- Verification time: 0.0821 / 30.0000 [s]
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INSTANCE (88/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img737.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img737.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img737.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.914e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img737.vnnlib: sat
--- Verification time: 0.0804 / 30.0000 [s]
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INSTANCE (89/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img737.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img737.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img737.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.914e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img737.vnnlib: sat
--- Verification time: 0.0812 / 30.0000 [s]
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INSTANCE (90/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img737.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img737.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img737.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.914e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img737.vnnlib: sat
--- Verification time: 0.0806 / 30.0000 [s]
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INSTANCE (91/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img746.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img746.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img746.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.712e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img746.vnnlib: sat
--- Verification time: 0.0791 / 30.0000 [s]
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INSTANCE (92/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img746.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img746.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img746.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.712e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img746.vnnlib: sat
--- Verification time: 0.0802 / 30.0000 [s]
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INSTANCE (93/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img746.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img746.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img746.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.712e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img746.vnnlib: sat
--- Verification time: 0.0822 / 30.0000 [s]
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INSTANCE (94/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img748.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img748.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img748.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.859e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img748.vnnlib: sat
--- Verification time: 0.0804 / 30.0000 [s]
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INSTANCE (95/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img748.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img748.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img748.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.859e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img748.vnnlib: sat
--- Verification time: 0.0802 / 30.0000 [s]
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INSTANCE (96/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img748.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img748.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img748.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.859e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img748.vnnlib: sat
--- Verification time: 0.0787 / 30.0000 [s]
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INSTANCE (97/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img784.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img784.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img784.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.995e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img784.vnnlib: sat
--- Verification time: 0.0799 / 30.0000 [s]
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INSTANCE (98/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img784.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img784.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img784.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.995e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img784.vnnlib: sat
--- Verification time: 0.0784 / 30.0000 [s]
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INSTANCE (99/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img784.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img784.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img784.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.995e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img784.vnnlib: sat
--- Verification time: 0.0800 / 30.0000 [s]
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INSTANCE (100/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img836.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img836.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img836.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.322e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img836.vnnlib: sat
--- Verification time: 0.0799 / 30.0000 [s]
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INSTANCE (101/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img836.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img836.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img836.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.322e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img836.vnnlib: sat
--- Verification time: 0.0804 / 30.0000 [s]
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INSTANCE (102/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img836.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img836.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img836.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.322e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img836.vnnlib: sat
--- Verification time: 0.0834 / 30.0000 [s]
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INSTANCE (103/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img842.vnnlib)...
--- Loading network... done
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--- Loading specification... done
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______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img842.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img842.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img842.vnnlib: sat
--- Verification time: 0.0781 / 30.0000 [s]
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INSTANCE (104/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img842.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img842.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img842.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-trades.onnx -- vnnlib/svhn-img842.vnnlib: sat
--- Verification time: 0.0798 / 30.0000 [s]
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INSTANCE (105/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img842.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img842.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img842.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-set.onnx -- vnnlib/svhn-img842.vnnlib: sat
--- Verification time: 0.0800 / 30.0000 [s]
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1055.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1055.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img1055.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img1055.vnnlib: sat
--- Verification time: 0.0782 / 30.0000 [s]
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INSTANCE (107/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1055.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1055.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img1055.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img1055.vnnlib: sat
--- Verification time: 0.0789 / 30.0000 [s]
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INSTANCE (108/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1055.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1055.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img1055.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
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./onnx/svhn-set.onnx -- vnnlib/svhn-img1055.vnnlib: sat
--- Verification time: 0.0797 / 30.0000 [s]
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INSTANCE (109/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1111.vnnlib)...
--- Loading network... done
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______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1111.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img1111.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.812e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-point.onnx -- vnnlib/svhn-img1111.vnnlib: sat
--- Verification time: 0.0792 / 30.0000 [s]
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1111.vnnlib)...
--- Loading network... done
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1111.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img1111.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.812e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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--- opening results file ... done
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./onnx/svhn-trades.onnx -- vnnlib/svhn-img1111.vnnlib: sat
--- Verification time: 0.0802 / 30.0000 [s]
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INSTANCE (111/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1111.vnnlib)...
--- Loading network... done
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1111.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img1111.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.812e-02 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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--- opening results file ... done
--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img1111.vnnlib: sat
--- Verification time: 0.0801 / 30.0000 [s]
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INSTANCE (112/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1184.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1184.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img1184.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img1184.vnnlib: sat
--- Verification time: 0.0797 / 30.0000 [s]
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INSTANCE (113/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1184.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1184.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img1184.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img1184.vnnlib: sat
--- Verification time: 0.0790 / 30.0000 [s]
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INSTANCE (114/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1184.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1184.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img1184.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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--- opening results file ... done
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./onnx/svhn-set.onnx -- vnnlib/svhn-img1184.vnnlib: sat
--- Verification time: 0.0794 / 30.0000 [s]
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1282.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1282.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img1282.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-point.onnx -- vnnlib/svhn-img1282.vnnlib: sat
--- Verification time: 0.0781 / 30.0000 [s]
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INSTANCE (116/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1282.vnnlib)...
--- Loading network... done
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______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1282.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img1282.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img1282.vnnlib: sat
--- Verification time: 0.0822 / 30.0000 [s]
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INSTANCE (117/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1282.vnnlib)...
--- Loading network... done
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1282.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img1282.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
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‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-set.onnx -- vnnlib/svhn-img1282.vnnlib: sat
--- Verification time: 0.0783 / 30.0000 [s]
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INSTANCE (118/180)
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prepare_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1290.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-point.onnx,vnnlib/svhn-img1290.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-point_svhn-img1290.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
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./onnx/svhn-point.onnx -- vnnlib/svhn-img1290.vnnlib: sat
--- Verification time: 0.0769 / 30.0000 [s]
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INSTANCE (119/180)
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prepare_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1290.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-trades.onnx,vnnlib/svhn-img1290.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-trades_svhn-img1290.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
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--- writing file ... done
./onnx/svhn-trades.onnx -- vnnlib/svhn-img1290.vnnlib: sat
--- Verification time: 0.0781 / 30.0000 [s]
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INSTANCE (120/180)
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prepare_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1290.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/svhn-set.onnx,vnnlib/svhn-img1290.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/svhn-set_svhn-img1290.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   1.000e-01 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
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--- writing file ... done
./onnx/svhn-set.onnx -- vnnlib/svhn-img1290.vnnlib: sat
--- Verification time: 0.0787 / 30.0000 [s]
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prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img13.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img13.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.835e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
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./onnx/cifar10-point.onnx -- vnnlib/cifar10-img13.vnnlib: sat
--- Verification time: 0.0781 / 30.0000 [s]
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INSTANCE (122/180)
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prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img13.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img13.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.835e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img13.vnnlib: sat
--- Verification time: 0.0778 / 30.0000 [s]
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INSTANCE (123/180)
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prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img13.vnnlib)...
--- Loading network... done
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img13.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img13.counterexample,30,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.835e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img13.vnnlib: sat
--- Verification time: 0.0785 / 30.0000 [s]
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INSTANCE (124/180)
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prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img83.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img83.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img83.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img83.vnnlib: sat
--- Verification time: 0.0770 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (125/180)
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prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img83.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img83.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img83.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img83.vnnlib: sat
--- Verification time: 0.0777 / 30.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (126/180)
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prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img83.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img83.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img83.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img83.vnnlib: sat
--- Verification time: 0.0792 / 30.0000 [s]
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INSTANCE (127/180)
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prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img104.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img104.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img104.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img104.vnnlib: sat
--- Verification time: 0.0778 / 30.0000 [s]
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INSTANCE (128/180)
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prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img104.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img104.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img104.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img104.vnnlib: sat
--- Verification time: 0.0785 / 30.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (129/180)
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prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img104.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img104.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img104.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img104.vnnlib: sat
--- Verification time: 0.0773 / 30.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (130/180)
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prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img121.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img121.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img121.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img121.vnnlib: sat
--- Verification time: 0.0764 / 30.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (131/180)
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prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img121.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img121.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img121.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img121.vnnlib: sat
--- Verification time: 0.0769 / 30.0000 [s]
------------------------------------------------------------------
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INSTANCE (132/180)
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prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img121.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img121.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img121.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img121.vnnlib: sat
--- Verification time: 0.0786 / 30.0000 [s]
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INSTANCE (133/180)
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prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img132.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img132.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img132.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img132.vnnlib: sat
--- Verification time: 0.0757 / 30.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (134/180)
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prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img132.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img132.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img132.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img132.vnnlib: sat
--- Verification time: 0.0777 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (135/180)
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prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img132.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img132.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img132.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.843e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.843e-03 |               NaN ‖
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‖         9 |      9 |                  0 |   7.842e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.842e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.842e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.842e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.842e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.842e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.842e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.842e-03 |               NaN ‖
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‖        21 |     21 |                  0 |   7.842e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.842e-03 |               NaN ‖
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‖        24 |     24 |                  0 |   7.841e-03 |               NaN ‖
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‖        38 |     38 |                  0 |   7.841e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.554 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img132.vnnlib: unknown
--- Verification time: 30.5998 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (136/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img155.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img155.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img155.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.841e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img155.vnnlib: sat
--- Verification time: 0.0844 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (137/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img155.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img155.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img155.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.841e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img155.vnnlib: sat
--- Verification time: 0.0849 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (138/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img155.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img155.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img155.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.841e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.841e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.841e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.841e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.841e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.841e-03 |               NaN ‖
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‖         8 |      8 |                  0 |   7.841e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.841e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.841e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.841e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.841e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.841e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.841e-03 |               NaN ‖
‖        15 |     14 |                  1 |   7.576e-03 |               NaN ‖
‖        16 |     13 |                  2 |   7.841e-03 |               NaN ‖
‖        17 |     14 |                  2 |   7.841e-03 |               NaN ‖
‖        18 |     13 |                  3 |   7.841e-03 |               NaN ‖
‖        19 |     14 |                  3 |   7.841e-03 |               NaN ‖
‖        20 |     15 |                  3 |   7.841e-03 |               NaN ‖
‖        21 |     16 |                  3 |   7.841e-03 |               NaN ‖
‖        22 |     17 |                  3 |   7.841e-03 |               NaN ‖
‖        23 |     18 |                  3 |   7.841e-03 |               NaN ‖
‖        24 |     19 |                  3 |   7.841e-03 |               NaN ‖
‖        25 |     20 |                  3 |   7.659e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.288 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img155.vnnlib: unknown
--- Verification time: 30.3400 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (139/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img172.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img172.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img172.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.036 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img172.vnnlib: sat
--- Verification time: 0.1023 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (140/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img172.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img172.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img172.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img172.vnnlib: sat
--- Verification time: 0.0929 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (141/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img172.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img172.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img172.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img172.vnnlib: sat
--- Verification time: 0.0907 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (142/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img189.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img189.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img189.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.828e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img189.vnnlib: sat
--- Verification time: 0.0849 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (143/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img189.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img189.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img189.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.828e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.828e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.828e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.828e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.828e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.828e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.828e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.828e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.828e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.828e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.828e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.828e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.828e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.828e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.828e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.828e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.828e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.828e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.828e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.828e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.828e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.828e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.828e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.828e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.828e-03 |               NaN ‖
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‖        27 |     27 |                  0 |   7.828e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.828e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.828e-03 |               NaN ‖
‖        30 |     30 |                  0 |   7.828e-03 |               NaN ‖
‖        31 |     31 |                  0 |   7.828e-03 |               NaN ‖
‖        32 |     32 |                  0 |   7.828e-03 |               NaN ‖
‖        33 |     33 |                  0 |   7.828e-03 |               NaN ‖
‖        34 |     34 |                  0 |   7.828e-03 |               NaN ‖
‖        35 |     35 |                  0 |   7.828e-03 |               NaN ‖
‖        36 |     36 |                  0 |   7.828e-03 |               NaN ‖
‖        37 |     37 |                  0 |   7.828e-03 |               NaN ‖
‖        38 |     38 |                  0 |   7.828e-03 |               NaN ‖
‖        39 |     39 |                  0 |   7.828e-03 |               NaN ‖
‖        40 |     40 |                  0 |   7.828e-03 |               NaN ‖
‖        41 |     41 |                  0 |   7.828e-03 |               NaN ‖
‖        42 |     42 |                  0 |   7.828e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.184 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img189.vnnlib: unknown
--- Verification time: 30.2461 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (144/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img189.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img189.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img189.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.828e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.052 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img189.vnnlib: sat
--- Verification time: 0.1166 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (145/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img195.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img195.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img195.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img195.vnnlib: sat
--- Verification time: 0.0909 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (146/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img195.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img195.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img195.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.843e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.843e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.843e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.843e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.843e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.843e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.843e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.843e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.843e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.843e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.843e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.843e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.843e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.843e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.843e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.843e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.843e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.843e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.843e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.843e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.843e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.843e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.843e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.843e-03 |               NaN ‖
‖        26 |     26 |                  0 |   7.843e-03 |               NaN ‖
‖        27 |     27 |                  0 |   7.843e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.843e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.843e-03 |               NaN ‖
‖        30 |     30 |                  0 |   7.843e-03 |               NaN ‖
‖        31 |     31 |                  0 |   7.843e-03 |               NaN ‖
‖        32 |     32 |                  0 |   7.843e-03 |               NaN ‖
‖        33 |     33 |                  0 |   7.843e-03 |               NaN ‖
‖        34 |     34 |                  0 |   7.843e-03 |               NaN ‖
‖        35 |     35 |                  0 |   7.843e-03 |               NaN ‖
‖        36 |     36 |                  0 |   7.843e-03 |               NaN ‖
‖        37 |     37 |                  0 |   7.843e-03 |               NaN ‖
‖        38 |     38 |                  0 |   7.843e-03 |               NaN ‖
‖        39 |     39 |                  0 |   7.843e-03 |               NaN ‖
‖        40 |     40 |                  0 |   7.843e-03 |               NaN ‖
‖        41 |     41 |                  0 |   7.843e-03 |               NaN ‖
‖        42 |     42 |                  0 |   7.843e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.373 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img195.vnnlib: unknown
--- Verification time: 30.4272 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (147/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img195.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img195.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img195.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.030 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img195.vnnlib: sat
--- Verification time: 0.0974 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (148/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img213.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img213.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img213.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.842e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img213.vnnlib: sat
--- Verification time: 0.0910 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (149/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img213.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img213.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img213.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.842e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img213.vnnlib: sat
--- Verification time: 0.0890 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (150/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img213.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img213.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img213.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.842e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img213.vnnlib: sat
--- Verification time: 0.0913 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (151/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img244.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img244.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img244.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img244.vnnlib: sat
--- Verification time: 0.0871 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (152/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img244.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img244.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img244.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img244.vnnlib: sat
--- Verification time: 0.0911 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (153/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img244.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img244.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img244.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.843e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.843e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.843e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.843e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.843e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.843e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.843e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.843e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.843e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.843e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.843e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.843e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.686e-03 |               NaN ‖
‖        15 |     13 |                  1 |   7.843e-03 |               NaN ‖
‖        16 |     14 |                  1 |   7.667e-03 |               NaN ‖
‖        17 |     13 |                  2 |   7.843e-03 |               NaN ‖
‖        18 |     14 |                  2 |   7.684e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.724 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img244.vnnlib: unknown
--- Verification time: 30.7810 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (154/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img245.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img245.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img245.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.836e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.032 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img245.vnnlib: sat
--- Verification time: 0.0989 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (155/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img245.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img245.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img245.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.836e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img245.vnnlib: sat
--- Verification time: 0.0914 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (156/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img245.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img245.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img245.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.836e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img245.vnnlib: sat
--- Verification time: 0.0923 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (157/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img285.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img285.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img285.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.824e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img285.vnnlib: sat
--- Verification time: 0.0899 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (158/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img285.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img285.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img285.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.824e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img285.vnnlib: sat
--- Verification time: 0.0901 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (159/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img285.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img285.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img285.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.824e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img285.vnnlib: sat
--- Verification time: 0.0915 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (160/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img294.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img294.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img294.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img294.vnnlib: sat
--- Verification time: 0.0871 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (161/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img294.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img294.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img294.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img294.vnnlib: sat
--- Verification time: 0.0865 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (162/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img294.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img294.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img294.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.843e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.843e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.843e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.843e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.843e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.843e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.843e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.843e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.843e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.843e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.843e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.843e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.843e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.843e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.843e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.843e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.843e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.843e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.843e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.843e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.843e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.843e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.843e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.843e-03 |               NaN ‖
‖        26 |     26 |                  0 |   7.843e-03 |               NaN ‖
‖        27 |     27 |                  0 |   7.843e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.843e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.843e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.355 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img294.vnnlib: unknown
--- Verification time: 30.4073 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (163/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img319.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img319.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img319.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img319.vnnlib: sat
--- Verification time: 0.0929 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (164/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img319.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img319.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img319.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img319.vnnlib: sat
--- Verification time: 0.0902 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (165/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img319.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img319.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img319.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.843e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.843e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.843e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.843e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.843e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.843e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.843e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.843e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.843e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.843e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.843e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.843e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.843e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.843e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.843e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.843e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.843e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.843e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.843e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.843e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.843e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.843e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.843e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.843e-03 |               NaN ‖
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‖        27 |     27 |                  0 |   7.843e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.744e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 31.322 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img319.vnnlib: unknown
--- Verification time: 31.3788 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (166/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img326.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img326.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img326.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.838e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.033 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img326.vnnlib: sat
--- Verification time: 0.1020 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (167/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img326.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img326.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img326.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.838e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img326.vnnlib: sat
--- Verification time: 0.0913 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (168/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img326.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img326.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img326.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.838e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img326.vnnlib: sat
--- Verification time: 0.0917 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (169/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img336.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img336.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img336.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img336.vnnlib: sat
--- Verification time: 0.0904 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (170/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img336.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img336.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img336.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img336.vnnlib: sat
--- Verification time: 0.0879 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (171/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img336.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img336.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img336.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.843e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.029 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img336.vnnlib: sat
--- Verification time: 0.0959 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (172/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img361.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img361.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img361.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.627e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.627e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.627e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.627e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.627e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.627e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.627e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.627e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.627e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.627e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.627e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.627e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.627e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.627e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.627e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.627e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.627e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.627e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.627e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.627e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.627e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.627e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.627e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.627e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.627e-03 |               NaN ‖
‖        26 |     26 |                  0 |   7.627e-03 |               NaN ‖
‖        27 |     27 |                  0 |   7.627e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.627e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.627e-03 |               NaN ‖
‖        30 |     30 |                  0 |   7.627e-03 |               NaN ‖
‖        31 |     31 |                  0 |   7.627e-03 |               NaN ‖
‖        32 |     32 |                  0 |   7.627e-03 |               NaN ‖
‖        33 |     33 |                  0 |   7.627e-03 |               NaN ‖
‖        34 |     34 |                  0 |   7.627e-03 |               NaN ‖
‖        35 |     35 |                  0 |   7.627e-03 |               NaN ‖
‖        36 |     36 |                  0 |   7.627e-03 |               NaN ‖
‖        37 |     37 |                  0 |   7.627e-03 |               NaN ‖
‖        38 |     38 |                  0 |   7.627e-03 |               NaN ‖
‖        39 |     39 |                  0 |   7.627e-03 |               NaN ‖
‖        40 |     40 |                  0 |   7.627e-03 |               NaN ‖
‖        41 |     41 |                  0 |   7.627e-03 |               NaN ‖
‖        42 |     42 |                  0 |   7.627e-03 |               NaN ‖
‖        43 |     43 |                  0 |   7.627e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.141 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img361.vnnlib: unknown
--- Verification time: 30.1937 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (173/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img361.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img361.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img361.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.627e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.627e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.627e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.627e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.627e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.627e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.627e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.627e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.627e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.627e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.627e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.627e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.627e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.627e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.627e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.627e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.627e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.627e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.627e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.627e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.627e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.627e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.627e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.627e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.627e-03 |               NaN ‖
‖        26 |     26 |                  0 |   7.627e-03 |               NaN ‖
‖        27 |     27 |                  0 |   7.627e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.627e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.627e-03 |               NaN ‖
‖        30 |     30 |                  0 |   7.627e-03 |               NaN ‖
‖        31 |     31 |                  0 |   7.627e-03 |               NaN ‖
‖        32 |     32 |                  0 |   7.627e-03 |               NaN ‖
‖        33 |     33 |                  0 |   7.627e-03 |               NaN ‖
‖        34 |     34 |                  0 |   7.627e-03 |               NaN ‖
‖        35 |     35 |                  0 |   7.627e-03 |               NaN ‖
‖        36 |     36 |                  0 |   7.627e-03 |               NaN ‖
‖        37 |     37 |                  0 |   7.627e-03 |               NaN ‖
‖        38 |     38 |                  0 |   7.627e-03 |               NaN ‖
‖        39 |     39 |                  0 |   7.627e-03 |               NaN ‖
‖        40 |     40 |                  0 |   7.627e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.185 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img361.vnnlib: unknown
--- Verification time: 30.2405 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (174/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img361.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img361.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img361.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.627e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.627e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.627e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.627e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.627e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.627e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.627e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.627e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.627e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.627e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.627e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.627e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.627e-03 |               NaN ‖
‖        14 |     14 |                  0 |   6.961e-03 |               NaN ‖
‖        15 |     13 |                  1 |   7.276e-03 |               NaN ‖
‖        16 |     12 |                  2 |   7.627e-03 |               NaN ‖
‖        17 |     13 |                  2 |   7.627e-03 |               NaN ‖
‖        18 |     13 |                  3 |   7.265e-03 |               NaN ‖
‖        19 |     12 |                  4 |   7.627e-03 |               NaN ‖
‖        20 |     13 |                  4 |   6.923e-03 |               NaN ‖
‖        21 |     12 |                  5 |   7.257e-03 |               NaN ‖
‖        22 |     11 |                  6 |   7.627e-03 |               NaN ‖
‖        23 |     12 |                  6 |   7.627e-03 |               NaN ‖
‖        24 |     13 |                  6 |   7.627e-03 |               NaN ‖
‖        25 |     13 |                  7 |   7.268e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 31.801 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img361.vnnlib: unknown
--- Verification time: 31.8587 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (175/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img418.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img418.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img418.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.830e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.033 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img418.vnnlib: sat
--- Verification time: 0.1000 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (176/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img418.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img418.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img418.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.830e-03 |               NaN ‖
‖         2 |      2 |                  0 |   7.830e-03 |               NaN ‖
‖         3 |      3 |                  0 |   7.830e-03 |               NaN ‖
‖         4 |      4 |                  0 |   7.830e-03 |               NaN ‖
‖         5 |      5 |                  0 |   7.830e-03 |               NaN ‖
‖         6 |      6 |                  0 |   7.830e-03 |               NaN ‖
‖         7 |      7 |                  0 |   7.830e-03 |               NaN ‖
‖         8 |      8 |                  0 |   7.830e-03 |               NaN ‖
‖         9 |      9 |                  0 |   7.830e-03 |               NaN ‖
‖        10 |     10 |                  0 |   7.830e-03 |               NaN ‖
‖        11 |     11 |                  0 |   7.830e-03 |               NaN ‖
‖        12 |     12 |                  0 |   7.830e-03 |               NaN ‖
‖        13 |     13 |                  0 |   7.830e-03 |               NaN ‖
‖        14 |     14 |                  0 |   7.830e-03 |               NaN ‖
‖        15 |     15 |                  0 |   7.830e-03 |               NaN ‖
‖        16 |     16 |                  0 |   7.830e-03 |               NaN ‖
‖        17 |     17 |                  0 |   7.830e-03 |               NaN ‖
‖        18 |     18 |                  0 |   7.830e-03 |               NaN ‖
‖        19 |     19 |                  0 |   7.830e-03 |               NaN ‖
‖        20 |     20 |                  0 |   7.830e-03 |               NaN ‖
‖        21 |     21 |                  0 |   7.830e-03 |               NaN ‖
‖        22 |     22 |                  0 |   7.830e-03 |               NaN ‖
‖        23 |     23 |                  0 |   7.830e-03 |               NaN ‖
‖        24 |     24 |                  0 |   7.830e-03 |               NaN ‖
‖        25 |     25 |                  0 |   7.830e-03 |               NaN ‖
‖        26 |     26 |                  0 |   7.830e-03 |               NaN ‖
‖        27 |     27 |                  0 |   7.830e-03 |               NaN ‖
‖        28 |     28 |                  0 |   7.830e-03 |               NaN ‖
‖        29 |     29 |                  0 |   7.830e-03 |               NaN ‖
‖        30 |     30 |                  0 |   7.830e-03 |               NaN ‖
‖        31 |     31 |                  0 |   7.830e-03 |               NaN ‖
‖        32 |     32 |                  0 |   7.830e-03 |               NaN ‖
‖        33 |     33 |                  0 |   7.830e-03 |               NaN ‖
‖        34 |     34 |                  0 |   7.830e-03 |               NaN ‖
‖        35 |     35 |                  0 |   7.830e-03 |               NaN ‖
‖        36 |     36 |                  0 |   7.830e-03 |               NaN ‖
‖        37 |     37 |                  0 |   7.830e-03 |               NaN ‖
‖        38 |     38 |                  0 |   7.830e-03 |               NaN ‖
‖        39 |     39 |                  0 |   7.830e-03 |               NaN ‖
‖        40 |     40 |                  0 |   7.830e-03 |               NaN ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 30.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img418.vnnlib: unknown
--- Verification time: 30.1107 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (177/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img418.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img418.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img418.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.830e-03 |               NaN ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.018 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img418.vnnlib: unsat
--- Verification time: 0.0761 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (178/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img423.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-point.onnx,vnnlib/cifar10-img423.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-point_cifar10-img423.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.834e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-point.onnx -- vnnlib/cifar10-img423.vnnlib: sat
--- Verification time: 0.0933 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (179/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img423.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-trades.onnx,vnnlib/cifar10-img423.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-trades_cifar10-img423.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.834e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-trades.onnx -- vnnlib/cifar10-img423.vnnlib: sat
--- Verification time: 0.0916 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (180/180)
------------------------------------------------------------------
prepare_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img423.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1                                                                                                                                                                                                     
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: Inf 
______________________________

run_instance(cora,./onnx/cifar10-set.onnx,vnnlib/cifar10-img423.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_cora/cifar10-set_cifar10-img423.counterexample,30,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.834e-03 |               NaN ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
./onnx/cifar10-set.onnx -- vnnlib/cifar10-img423.vnnlib: sat
--- Verification time: 0.0886 / 30.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
_______
 Stats 
-------
 - avg. #Verified Branches: 0.31111 
 - avg. Time: 5.9964 
_______

________________________
 BENCHMARK cora RESULTS 
------------------------
 - #Verified: 18/180 [10.0%] 
 - #Falsified: 128/180 [71.1%] 
 - #Unknown: 34/180 [18.9%] 
------------------------
 - Solved: 146/180 [81.1%] 
________________________

__________________________________________________________________
__________________________________________________________________
------------------------------------------------------------------
BENCHMARK safenlp (2/3)
------------------------------------------------------------------
__________________________________________________________________
INSTANCE (1/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3607.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3607.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3607.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.387e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.171e-02 |           50.0000 ‖
‖         3 |      2 |                  1 |   3.111e-02 |           29.4498 ‖
‖         4 |      1 |                  4 |   3.144e-02 |           12.5000 ‖
‖         5 |      1 |                  5 |   3.066e-02 |            5.9841 ‖
‖         6 |      1 |                  6 |   2.934e-02 |            2.7189 ‖
‖         7 |      0 |                  8 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.160 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3607.vnnlib: unsat
--- Verification time: 0.1754 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (2/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_67.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_67.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_67.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.580e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_67.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (3/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1340.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1340.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1340.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.956e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1340.vnnlib: sat
--- Verification time: 0.0208 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (4/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6324.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6324.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6324.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.094e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.914e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.653e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.530e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.335e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.083 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6324.vnnlib: sat
--- Verification time: 0.0951 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (5/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_327.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_327.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_327.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.082e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.922e-02 |           66.9332 ‖
‖         3 |      3 |                  1 |   3.828e-02 |           50.6129 ‖
‖         4 |      4 |                  3 |   3.392e-02 |           34.8419 ‖
‖         5 |      6 |                  4 |   3.710e-02 |           29.7887 ‖
‖         6 |     10 |                  5 |   3.409e-02 |           23.9874 ‖
‖         7 |     14 |                  9 |   3.406e-02 |           18.8085 ‖
‖         8 |     18 |                 18 |   3.379e-02 |           11.7308 ‖
‖         9 |     24 |                 28 |   3.483e-02 |            9.0637 ‖
‖        10 |     36 |                 40 |   3.330e-02 |            5.6054 ‖
‖        11 |     43 |                 64 |   3.300e-02 |            3.3748 ‖
‖        12 |     47 |                 99 |   3.257e-02 |            2.0026 ‖
‖        13 |     46 |                145 |   3.133e-02 |            0.8587 ‖
‖        14 |     38 |                193 |   2.974e-02 |            0.3425 ‖
‖        15 |     25 |                237 |   3.076e-02 |            0.1218 ‖
‖        16 |     11 |                274 |   3.037e-02 |            0.0298 ‖
‖        17 |      4 |                292 |   2.544e-02 |            0.0029 ‖
‖        18 |      1 |                298 |   2.941e-02 |            0.0007 ‖
‖        19 |      0 |                300 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.605 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_327.vnnlib: unsat
--- Verification time: 0.6150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (6/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_269.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_269.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_269.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.815e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_269.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (7/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4442.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4442.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4442.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.322e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.214e-02 |           50.0001 ‖
‖         3 |      1 |                  2 |   3.100e-02 |           21.3084 ‖
‖         4 |      1 |                  3 |   2.954e-02 |            5.2072 ‖
‖         5 |      1 |                  4 |   1.013e-02 |            0.0000 ‖
‖         6 |      0 |                  5 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.084 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4442.vnnlib: unsat
--- Verification time: 0.0961 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (8/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1304.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1304.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1304.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.873e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1304.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (9/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2681.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2681.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2681.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.999e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2681.vnnlib: sat
--- Verification time: 0.0160 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (10/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5388.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5388.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5388.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.274e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5388.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (11/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1359.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1359.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1359.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.086e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1359.vnnlib: sat
--- Verification time: 0.0175 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (12/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1921.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1921.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1921.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.186e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1921.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (13/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_369.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_369.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_369.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.643e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.604e-02 |          100.0002 ‖
‖         3 |      4 |                  0 |   2.555e-02 |          100.0002 ‖
‖         4 |      8 |                  0 |   2.536e-02 |          100.0002 ‖
‖         5 |     16 |                  0 |   2.455e-02 |          100.0002 ‖
‖         6 |     32 |                  0 |   2.402e-02 |           97.1492 ‖
‖         7 |     61 |                  3 |   2.381e-02 |           94.8177 ‖
‖         8 |    117 |                  8 |   2.358e-02 |           89.9444 ‖
‖         9 |    221 |                 20 |   2.317e-02 |           83.7082 ‖
‖        10 |    409 |                 48 |   2.280e-02 |           77.0913 ‖
‖        11 |    738 |                124 |   2.236e-02 |           69.1105 ‖
‖        12 |   1309 |                276 |   2.191e-02 |           61.7213 ‖
‖        13 |   1978 |                615 |   2.128e-02 |           51.9890 ‖
‖        14 |   2544 |               1024 |   2.112e-02 |           47.3357 ‖
‖        15 |   3209 |               1343 |   2.081e-02 |           42.6873 ‖
‖        16 |   4128 |               1419 |   2.066e-02 |           41.9844 ‖
‖        17 |   5111 |               1449 |   2.052e-02 |           41.6021 ‖
‖        18 |   6077 |               1485 |   2.045e-02 |           41.6709 ‖
‖        19 |   6628 |               1947 |   2.025e-02 |           38.7815 ‖
‖        20 |   7552 |               1997 |   2.013e-02 |           38.7920 ‖
‖        21 |   8456 |               2104 |   2.001e-02 |           38.4009 ‖
‖        22 |   9468 |               2110 |   1.992e-02 |           38.3997 ‖
‖        23 |  10486 |               2113 |   1.981e-02 |           38.3342 ‖
‖        24 |  11246 |               2375 |   1.968e-02 |           36.1040 ‖
‖        25 |  12262 |               2381 |   1.960e-02 |           35.9529 ‖
‖        26 |  13282 |               2385 |   1.950e-02 |           36.0312 ‖
‖        27 |  14302 |               2387 |   1.942e-02 |           36.0349 ‖
‖        28 |  15326 |               2387 |   1.934e-02 |           36.0241 ‖
‖        29 |  16258 |               2474 |   1.922e-02 |           35.6536 ‖
‖        30 |  16780 |               2910 |   1.910e-02 |           34.4867 ‖
‖        31 |  17792 |               2921 |   1.898e-02 |           34.4393 ‖
‖        32 |  18810 |               2927 |   1.888e-02 |           34.3147 ‖
‖        33 |  19834 |               2927 |   1.876e-02 |           34.2720 ‖
‖        34 |  20787 |               2997 |   1.863e-02 |           34.0624 ‖
‖        35 |  21792 |               3008 |   1.854e-02 |           34.0342 ‖
‖        36 |  22808 |               3012 |   1.843e-02 |           33.9520 ‖
‖        37 |  23832 |               3012 |   1.833e-02 |           33.9080 ‖
‖        38 |  24856 |               3012 |   1.825e-02 |           33.9080 ‖
‖        39 |  25880 |               3012 |   1.815e-02 |           33.9080 ‖
‖        40 |  26904 |               3012 |   1.804e-02 |           33.9332 ‖
‖        41 |  27928 |               3012 |   1.796e-02 |           34.0161 ‖
‖        42 |  28948 |               3015 |   1.786e-02 |           34.0559 ‖
‖        43 |  29636 |               3348 |   1.773e-02 |           32.8973 ‖
‖        44 |  30198 |               3749 |   1.761e-02 |           31.9199 ‖
‖        45 |  31109 |               3852 |   1.751e-02 |           31.8443 ‖
‖        46 |  31576 |               4398 |   1.743e-02 |           30.2835 ‖
‖        47 |  32210 |               4757 |   1.741e-02 |           30.0644 ‖
‖        48 |  32967 |               4984 |   1.736e-02 |           30.0563 ‖
‖        49 |  33704 |               5242 |   1.738e-02 |           29.9734 ‖
‖        50 |  34500 |               5452 |   1.740e-02 |           29.8954 ‖
‖        51 |  35331 |               5625 |   1.739e-02 |           29.8830 ‖
‖        52 |  36307 |               5670 |   1.741e-02 |           29.8024 ‖
‖        53 |  37300 |               5696 |   1.741e-02 |           29.7250 ‖
‖        54 |  38318 |               5700 |   1.737e-02 |           29.7195 ‖
‖        55 |  39342 |               5700 |   1.737e-02 |           29.6366 ‖
‖        56 |  40366 |               5700 |   1.735e-02 |           29.5810 ‖
‖        57 |  41323 |               5760 |   1.730e-02 |           29.5339 ‖
‖        58 |  42337 |               5765 |   1.728e-02 |           29.5339 ‖
‖        59 |  43350 |               5773 |   1.725e-02 |           29.5339 ‖
‖        60 |  44136 |               6001 |   1.720e-02 |           29.2563 ‖
‖        61 |  44608 |               6483 |   1.716e-02 |           28.8024 ‖
‖        62 |  45371 |               6720 |   1.712e-02 |           28.7287 ‖
‖        63 |  46129 |               6951 |   1.712e-02 |           28.8116 ‖
‖        64 |  46843 |               7237 |   1.710e-02 |           28.8737 ‖
‖        65 |  47406 |               7663 |   1.707e-02 |           28.6457 ‖
‖        66 |  48100 |               7953 |   1.708e-02 |           28.5776 ‖
‖        67 |  48938 |               8110 |   1.707e-02 |           28.6381 ‖
‖        68 |  49832 |               8227 |   1.703e-02 |           28.6598 ‖
‖        69 |  50749 |               8315 |   1.702e-02 |           28.7426 ‖
‖        70 |  51729 |               8353 |   1.698e-02 |           28.7235 ‖
‖        71 |  52498 |               8595 |   1.692e-02 |           28.4482 ‖
‖        72 |  53367 |               8725 |   1.689e-02 |           28.3283 ‖
‖        73 |  54197 |               8901 |   1.685e-02 |           28.2788 ‖
‖        74 |  54723 |               9378 |   1.681e-02 |           27.8740 ‖
‖        75 |  55345 |               9749 |   1.680e-02 |           27.4958 ‖
‖        76 |  55884 |              10200 |   1.680e-02 |           27.4405 ‖
‖        77 |  56424 |              10659 |   1.678e-02 |           27.4767 ‖
‖        78 |  57116 |              10949 |   1.679e-02 |           27.5246 ‖
‖        79 |  57981 |              11097 |   1.675e-02 |           27.5246 ‖
‖        80 |  58854 |              11244 |   1.670e-02 |           27.2483 ‖
‖        81 |  59820 |              11295 |   1.669e-02 |           27.1597 ‖
‖        82 |  60783 |              11349 |   1.664e-02 |           27.1597 ‖
‖        83 |  61706 |              11446 |   1.660e-02 |           27.0706 ‖
‖        84 |  62549 |              11615 |   1.660e-02 |           26.9721 ‖
‖        85 |  63215 |              11954 |   1.657e-02 |           26.9268 ‖
‖        86 |  63867 |              12303 |   1.655e-02 |           26.8882 ‖
‖        87 |  64632 |              12544 |   1.655e-02 |           26.8442 ‖
‖        88 |  65499 |              12690 |   1.651e-02 |           26.8442 ‖
‖        89 |  66396 |              12810 |   1.648e-02 |           26.8067 ‖
‖        90 |  67288 |              12933 |   1.646e-02 |           26.7601 ‖
‖        91 |  68091 |              13145 |   1.642e-02 |           26.7601 ‖
‖        92 |  68891 |              13360 |   1.639e-02 |           26.7225 ‖
‖        93 |  69699 |              13564 |   1.639e-02 |           26.6397 ‖
‖        94 |  70458 |              13823 |   1.636e-02 |           26.5943 ‖
‖        95 |  71232 |              14054 |   1.633e-02 |           26.5568 ‖
‖        96 |  72040 |              14254 |   1.632e-02 |           26.5147 ‖
‖        97 |  72732 |              14569 |   1.629e-02 |           26.5147 ‖
‖        98 |  72947 |              15310 |   1.626e-02 |           26.2151 ‖
‖        99 |  73641 |              15621 |   1.624e-02 |           26.2151 ‖
‖       100 |  74057 |              16182 |   1.620e-02 |           26.0603 ‖
‖       101 |  74198 |              16978 |   1.619e-02 |           25.4682 ‖
‖       102 |  74668 |              17507 |   1.615e-02 |           25.4475 ‖
‖       103 |  75114 |              18028 |   1.614e-02 |           25.4432 ‖
‖       104 |  75816 |              18319 |   1.613e-02 |           25.4432 ‖
‖       105 |  76154 |              18962 |   1.612e-02 |           25.1705 ‖
‖       106 |  76017 |              19998 |   1.612e-02 |           24.3307 ‖
‖       107 |  76168 |              20772 |   1.611e-02 |           23.9602 ‖
‖       108 |  76333 |              21587 |   1.612e-02 |           23.1957 ‖
‖       109 |  76774 |              22075 |   1.613e-02 |           23.0689 ‖
‖       110 |  77421 |              22403 |   1.612e-02 |           23.0689 ‖
‖       111 |  78369 |              22450 |   1.612e-02 |           23.0689 ‖
‖       112 |  79378 |              22461 |   1.612e-02 |           23.0689 ‖
‖       113 |  80396 |              22467 |   1.612e-02 |           23.0689 ‖
‖       114 |  81305 |              22570 |   1.611e-02 |           23.0689 ‖
‖       115 |  82276 |              22614 |   1.611e-02 |           23.0689 ‖
‖       116 |  83019 |              22864 |   1.611e-02 |           23.0689 ‖
‖       117 |  83516 |              23339 |   1.611e-02 |           23.0008 ‖
‖       118 |  83940 |              23867 |   1.611e-02 |           23.0008 ‖
‖       119 |  84399 |              24361 |   1.611e-02 |           23.0008 ‖
‖       120 |  84971 |              24772 |   1.613e-02 |           22.9173 ‖
‖       121 |  85799 |              24944 |   1.615e-02 |           22.9838 ‖
‖       122 |  86710 |              25043 |   1.614e-02 |           22.9893 ‖
‖       123 |  87704 |              25065 |   1.615e-02 |           23.0686 ‖
‖       124 |  88726 |              25067 |   1.616e-02 |           23.1335 ‖
‖       125 |  89743 |              25072 |   1.614e-02 |           23.1431 ‖
‖       126 |  90754 |              25083 |   1.613e-02 |           23.1431 ‖
‖       127 |  91750 |              25105 |   1.611e-02 |           23.1431 ‖
‖       128 |  92674 |              25199 |   1.609e-02 |           23.1550 ‖
‖       129 |  93446 |              25430 |   1.610e-02 |           23.2379 ‖
‖       130 |  94014 |              25836 |   1.611e-02 |           23.3075 ‖
‖       131 |  94472 |              26345 |   1.610e-02 |           23.3208 ‖
‖       132 |  94905 |              26876 |   1.612e-02 |           23.4036 ‖
‖       133 |  95485 |              27249 |   1.614e-02 |           23.4493 ‖
‖       134 |  96213 |              27519 |   1.612e-02 |           23.4493 ‖
‖       135 |  97103 |              27630 |   1.611e-02 |           23.4493 ‖
‖       136 |  98063 |              27686 |   1.609e-02 |           23.4493 ‖
‖       137 |  98994 |              27768 |   1.608e-02 |           23.4734 ‖
‖       138 |  99877 |              27888 |   1.608e-02 |           23.5562 ‖
‖       139 | 100653 |              28107 |   1.608e-02 |           23.6134 ‖
‖       140 | 101326 |              28432 |   1.607e-02 |           23.6391 ‖
‖       141 | 101905 |              28826 |   1.608e-02 |           23.7202 ‖
‖       142 | 102390 |              29310 |   1.607e-02 |           23.7373 ‖
‖       143 | 102670 |              29969 |   1.606e-02 |           23.6906 ‖
‖       144 | 103128 |              30469 |   1.606e-02 |           23.6906 ‖
‖       145 | 103700 |              30868 |   1.605e-02 |           23.6906 ‖
‖       146 | 104039 |              31464 |   1.605e-02 |           23.4745 ‖
‖       147 | 104835 |              31668 |   1.603e-02 |           23.4745 ‖
‖       148 | 105525 |              31958 |   1.602e-02 |           23.4248 ‖
‖       149 | 106204 |              32270 |   1.601e-02 |           23.4248 ‖
‖       150 | 106753 |              32696 |   1.600e-02 |           23.3934 ‖
‖       151 | 107307 |              33109 |   1.601e-02 |           23.3106 ‖
‖       152 | 107834 |              33555 |   1.601e-02 |           23.2591 ‖
‖       153 | 108342 |              34020 |   1.602e-02 |           23.1845 ‖
‖       154 | 108946 |              34410 |   1.602e-02 |           23.1348 ‖
‖       155 | 109282 |              35036 |   1.601e-02 |           23.0290 ‖
‖       156 | 109920 |              35390 |   1.600e-02 |           23.0290 ‖
‖       157 | 110301 |              36001 |   1.598e-02 |           22.8485 ‖
‖       158 | 110763 |              36524 |   1.599e-02 |           22.7281 ‖
‖       159 | 111330 |              36916 |   1.599e-02 |           22.6826 ‖
‖       160 | 111988 |              37252 |   1.600e-02 |           22.5998 ‖
‖       161 | 112648 |              37588 |   1.599e-02 |           22.5661 ‖
‖       162 | 113267 |              37960 |   1.599e-02 |           22.5315 ‖
‖       163 | 113808 |              38408 |   1.598e-02 |           22.5227 ‖
‖       164 | 114283 |              38912 |   1.597e-02 |           22.5227 ‖
‖       165 | 114779 |              39391 |   1.597e-02 |           22.4671 ‖
‖       166 | 115312 |              39836 |   1.598e-02 |           22.3842 ‖
‖       167 | 115926 |              40218 |   1.598e-02 |           22.3570 ‖
‖       168 | 116548 |              40577 |   1.598e-02 |           22.3149 ‖
‖       169 | 117207 |              40899 |   1.598e-02 |           22.3149 ‖
‖       170 | 117758 |              41339 |   1.596e-02 |           22.3149 ‖
‖       171 | 118173 |              41879 |   1.595e-02 |           22.2461 ‖
‖       172 | 118782 |              42267 |   1.593e-02 |           22.2461 ‖
‖       173 | 119198 |              42821 |   1.592e-02 |           22.2070 ‖
‖       174 | 119680 |              43305 |   1.593e-02 |           22.2070 ‖
‖       175 | 119940 |              44021 |   1.593e-02 |           22.2070 ‖
‖       176 | 120333 |              44590 |   1.593e-02 |           22.2070 ‖
‖       177 | 120799 |              45103 |   1.593e-02 |           22.2070 ‖
‖       178 | 120956 |              45916 |   1.592e-02 |           22.1275 ‖
‖       179 | 121039 |              46739 |   1.592e-02 |           22.0257 ‖
‖       180 | 121337 |              47414 |   1.591e-02 |           21.9637 ‖
‖       181 | 121231 |              48503 |   1.590e-02 |           21.5052 ‖
‖       182 | 121310 |              49317 |   1.591e-02 |           21.3539 ‖
‖       183 | 121777 |              49844 |   1.590e-02 |           21.1765 ‖
‖       184 | 122453 |              50131 |   1.589e-02 |           21.1809 ‖
‖       185 | 123315 |              50278 |   1.589e-02 |           21.1110 ‖
‖       186 | 124025 |              50553 |   1.587e-02 |           21.1084 ‖
‖       187 | 124787 |              50790 |   1.587e-02 |           21.0433 ‖
‖       188 | 125221 |              51353 |   1.587e-02 |           21.0126 ‖
‖       189 | 125598 |              51918 |   1.588e-02 |           21.0126 ‖
‖       190 | 126271 |              52218 |   1.588e-02 |           21.0126 ‖
‖       191 | 126971 |              52512 |   1.586e-02 |           21.0126 ‖
‖       192 | 127225 |              53205 |   1.585e-02 |           20.7138 ‖
‖       193 | 127938 |              53490 |   1.583e-02 |           20.7138 ‖
‖       194 | 128538 |              53886 |   1.581e-02 |           20.6886 ‖
‖       195 | 128980 |              54428 |   1.581e-02 |           20.4858 ‖
‖       196 | 129629 |              54776 |   1.581e-02 |           20.4858 ‖
‖       197 | 130090 |              55307 |   1.579e-02 |           20.4858 ‖
‖       198 | 130664 |              55710 |   1.579e-02 |           20.4858 ‖
‖       199 | 131198 |              56169 |   1.578e-02 |           20.4858 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.996 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_369.vnnlib: unknown
--- Verification time: 20.0186 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (14/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6277.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6277.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6277.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.734e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.513e-02 |           34.4894 ‖
‖         3 |      2 |                  1 |   3.237e-02 |           22.8157 ‖
‖         4 |      1 |                  4 |   3.112e-02 |            8.0718 ‖
‖         5 |      1 |                  5 |   3.045e-02 |            3.4089 ‖
‖         6 |      1 |                  6 |   2.726e-02 |            0.2186 ‖
‖         7 |      0 |                  7 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.106 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6277.vnnlib: unsat
--- Verification time: 0.1161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (15/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7466.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7466.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7466.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.185e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7466.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (16/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_539.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_539.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_539.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.635e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.352e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.218e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.105e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.998e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.878e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.737e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.669e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.610e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.554e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.487e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   3.394e-02 |          100.0007 ‖
‖        13 |   3072 |                  0 |   3.327e-02 |           99.9942 ‖
‖        14 |   4096 |                  0 |   3.283e-02 |           99.9944 ‖
‖        15 |   5120 |                  0 |   3.251e-02 |           99.9943 ‖
‖        16 |   6144 |                  0 |   3.220e-02 |           99.9818 ‖
‖        17 |   7164 |                  4 |   3.195e-02 |           99.9033 ‖
‖        18 |   8188 |                  4 |   3.172e-02 |           99.9031 ‖
‖        19 |   9212 |                  4 |   3.149e-02 |           99.9031 ‖
‖        20 |  10236 |                  4 |   3.126e-02 |           99.9034 ‖
‖        21 |  11260 |                  4 |   3.106e-02 |           99.9031 ‖
‖        22 |  12284 |                  4 |   3.089e-02 |           99.9026 ‖
‖        23 |  13308 |                  4 |   3.070e-02 |           99.9015 ‖
‖        24 |  14332 |                  4 |   3.052e-02 |           99.9012 ‖
‖        25 |  15343 |                 16 |   3.034e-02 |           99.8121 ‖
‖        26 |  16367 |                 16 |   3.016e-02 |           99.8118 ‖
‖        27 |  17391 |                 16 |   2.998e-02 |           99.8112 ‖
‖        28 |  18377 |                 52 |   2.981e-02 |           99.5813 ‖
‖        29 |  19396 |                 57 |   2.964e-02 |           99.5500 ‖
‖        30 |  20420 |                 57 |   2.944e-02 |           99.5498 ‖
‖        31 |  21444 |                 57 |   2.929e-02 |           99.5496 ‖
‖        32 |  22468 |                 57 |   2.913e-02 |           99.5494 ‖
‖        33 |  23492 |                 57 |   2.892e-02 |           99.5492 ‖
‖        34 |  24516 |                 57 |   2.877e-02 |           99.5488 ‖
‖        35 |  25540 |                 57 |   2.861e-02 |           99.5494 ‖
‖        36 |  26564 |                 57 |   2.841e-02 |           99.5498 ‖
‖        37 |  27588 |                 57 |   2.827e-02 |           99.5499 ‖
‖        38 |  28612 |                 57 |   2.813e-02 |           99.5499 ‖
‖        39 |  29636 |                 57 |   2.794e-02 |           99.5496 ‖
‖        40 |  30660 |                 57 |   2.782e-02 |           99.5492 ‖
‖        41 |  31684 |                 57 |   2.768e-02 |           99.5496 ‖
‖        42 |  32708 |                 57 |   2.751e-02 |           99.5495 ‖
‖        43 |  33732 |                 57 |   2.739e-02 |           99.5491 ‖
‖        44 |  34756 |                 57 |   2.727e-02 |           99.5481 ‖
‖        45 |  35780 |                 57 |   2.710e-02 |           99.5485 ‖
‖        46 |  36804 |                 57 |   2.703e-02 |           99.5485 ‖
‖        47 |  37828 |                 57 |   2.691e-02 |           99.5488 ‖
‖        48 |  38852 |                 57 |   2.674e-02 |           99.5486 ‖
‖        49 |  39876 |                 57 |   2.665e-02 |           99.5485 ‖
‖        50 |  40900 |                 57 |   2.655e-02 |           99.5472 ‖
‖        51 |  41918 |                 63 |   2.642e-02 |           99.5257 ‖
‖        52 |  42877 |                127 |   2.635e-02 |           99.2609 ‖
‖        53 |  43897 |                129 |   2.627e-02 |           99.2609 ‖
‖        54 |  44921 |                129 |   2.612e-02 |           99.2613 ‖
‖        55 |  45945 |                129 |   2.602e-02 |           99.2609 ‖
‖        56 |  46969 |                129 |   2.592e-02 |           99.2620 ‖
‖        57 |  47993 |                129 |   2.577e-02 |           99.2618 ‖
‖        58 |  49017 |                129 |   2.568e-02 |           99.2614 ‖
‖        59 |  50041 |                129 |   2.558e-02 |           99.2613 ‖
‖        59 |  49017 |                129 |   2.571e-02 |           99.1567 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 3.123 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_539.vnnlib: sat
--- Verification time: 3.1363 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (17/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2344.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2344.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2344.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.415e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2344.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (18/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7575.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7575.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7575.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.943e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7575.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (19/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3004.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3004.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3004.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.686e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3004.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (20/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1871.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1871.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1871.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.918e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1871.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (21/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3367.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3367.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3367.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.786e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3367.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (22/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3044.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3044.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3044.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.854e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.757e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.693e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.623e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.509e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.420e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.338e-02 |           99.9999 ‖
‖         8 |    126 |                  2 |   3.247e-02 |           97.1189 ‖
‖         9 |    225 |                 28 |   3.129e-02 |           83.9181 ‖
‖        10 |    332 |                140 |   3.025e-02 |           58.4235 ‖
‖        11 |    424 |                362 |   2.967e-02 |           36.9159 ‖
‖        12 |    530 |                658 |   2.831e-02 |           20.6770 ‖
‖        13 |    507 |               1144 |   2.741e-02 |            9.8233 ‖
‖        14 |    450 |               1637 |   2.652e-02 |            4.0987 ‖
‖        15 |    308 |               2154 |   2.550e-02 |            1.3399 ‖
‖        16 |    190 |               2518 |   2.427e-02 |            0.3772 ‖
‖        17 |    107 |               2742 |   2.367e-02 |            0.0977 ‖
‖        18 |     59 |               2868 |   2.237e-02 |            0.0248 ‖
‖        19 |     22 |               2948 |   2.227e-02 |            0.0051 ‖
‖        20 |      8 |               2977 |   2.210e-02 |            0.0006 ‖
‖        21 |      2 |               2988 |   2.356e-02 |            0.0001 ‖
‖        22 |      1 |               2991 |   2.282e-02 |            0.0000 ‖
‖        23 |      0 |               2993 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.780 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3044.vnnlib: unsat
--- Verification time: 0.7905 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (23/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5464.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5464.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5464.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.221e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5464.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (24/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2690.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2690.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2690.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.325e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2690.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (25/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4558.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4558.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4558.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.738e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.698e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.633e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.564e-02 |           99.9997 ‖
‖         5 |     16 |                  0 |   2.514e-02 |           99.9997 ‖
‖         6 |     32 |                  0 |   2.445e-02 |           99.9997 ‖
‖         7 |     64 |                  0 |   2.389e-02 |          100.0021 ‖
‖         8 |    128 |                  0 |   2.333e-02 |           99.2785 ‖
‖         9 |    253 |                  2 |   2.277e-02 |           97.2614 ‖
‖        10 |    481 |                 25 |   2.216e-02 |           91.3851 ‖
‖        11 |    865 |                114 |   2.161e-02 |           81.1153 ‖
‖        12 |   1479 |                347 |   2.095e-02 |           67.5282 ‖
‖        13 |   1960 |                849 |   2.033e-02 |           53.8523 ‖
‖        14 |   2757 |               1007 |   2.033e-02 |           50.8352 ‖
‖        15 |   3280 |               1472 |   2.010e-02 |           45.4594 ‖
‖        16 |   4161 |               1575 |   2.000e-02 |           44.4554 ‖
‖        17 |   4851 |               1907 |   1.979e-02 |           39.3749 ‖
‖        18 |   5813 |               1957 |   1.968e-02 |           38.8473 ‖
‖        19 |   6746 |               2010 |   1.953e-02 |           38.7229 ‖
‖        20 |   7110 |               2634 |   1.933e-02 |           35.7402 ‖
‖        21 |   7646 |               3082 |   1.924e-02 |           35.4761 ‖
‖        22 |   8248 |               3459 |   1.919e-02 |           33.4103 ‖
‖        23 |   8950 |               3756 |   1.914e-02 |           32.9264 ‖
‖        24 |   9382 |               4284 |   1.907e-02 |           31.2890 ‖
‖        25 |   9547 |               5107 |   1.894e-02 |           28.5171 ‖
‖        26 |   9914 |               5699 |   1.888e-02 |           28.1727 ‖
‖        27 |  10359 |               6241 |   1.879e-02 |           26.4844 ‖
‖        28 |  10734 |               6847 |   1.876e-02 |           25.3938 ‖
‖        29 |  11107 |               7462 |   1.871e-02 |           24.7184 ‖
‖        30 |  11604 |               7947 |   1.866e-02 |           24.4378 ‖
‖        31 |  12025 |               8503 |   1.862e-02 |           24.1083 ‖
‖        32 |  12218 |               9270 |   1.856e-02 |           23.7286 ‖
‖        33 |  12237 |              10198 |   1.852e-02 |           22.1003 ‖
‖        34 |  12494 |              10918 |   1.847e-02 |           21.6689 ‖
‖        35 |  12473 |              11820 |   1.844e-02 |           21.3611 ‖
‖        36 |  12309 |              12860 |   1.842e-02 |           19.9294 ‖
‖        37 |  12303 |              13804 |   1.838e-02 |           18.6223 ‖
‖        38 |  12285 |              14762 |   1.834e-02 |           17.5024 ‖
‖        39 |  12415 |              15598 |   1.831e-02 |           16.5737 ‖
‖        40 |  12476 |              16523 |   1.826e-02 |           16.1076 ‖
‖        41 |  12616 |              17324 |   1.824e-02 |           15.4298 ‖
‖        42 |  12423 |              18397 |   1.820e-02 |           14.8757 ‖
‖        43 |  12245 |              19491 |   1.816e-02 |           13.4771 ‖
‖        44 |  12242 |              20433 |   1.810e-02 |           12.9668 ‖
‖        45 |  12149 |              21369 |   1.809e-02 |           12.6900 ‖
‖        46 |  12437 |              21970 |   1.805e-02 |           12.0263 ‖
‖        47 |  12467 |              22851 |   1.797e-02 |           11.0194 ‖
‖        48 |  12526 |              23736 |   1.790e-02 |            9.7552 ‖
‖        49 |  12598 |              24633 |   1.782e-02 |            8.9630 ‖
‖        50 |  12533 |              25594 |   1.777e-02 |            8.5577 ‖
‖        51 |  12629 |              26456 |   1.772e-02 |            8.3977 ‖
‖        52 |  12563 |              27363 |   1.774e-02 |            8.2873 ‖
‖        53 |  12859 |              27976 |   1.776e-02 |            8.2520 ‖
‖        54 |  13020 |              28713 |   1.775e-02 |            7.9232 ‖
‖        55 |  13034 |              29568 |   1.774e-02 |            7.7135 ‖
‖        56 |  12885 |              30587 |   1.772e-02 |            7.0815 ‖
‖        57 |  12803 |              31628 |   1.764e-02 |            6.6724 ‖
‖        58 |  12862 |              32436 |   1.764e-02 |            6.5278 ‖
‖        59 |  12863 |              33318 |   1.763e-02 |            6.4633 ‖
‖        60 |  12782 |              34267 |   1.761e-02 |            6.0635 ‖
‖        61 |  12524 |              35377 |   1.760e-02 |            5.5638 ‖
‖        62 |  12401 |              36377 |   1.758e-02 |            4.9113 ‖
‖        63 |  12260 |              37431 |   1.754e-02 |            4.5657 ‖
‖        64 |  12268 |              38344 |   1.750e-02 |            4.2875 ‖
‖        65 |  12500 |              39060 |   1.744e-02 |            4.1878 ‖
‖        66 |  12644 |              39819 |   1.738e-02 |            4.1080 ‖
‖        67 |  12780 |              40657 |   1.727e-02 |            4.0350 ‖
‖        68 |  12937 |              41439 |   1.721e-02 |            3.9852 ‖
‖        69 |  13505 |              41843 |   1.714e-02 |            3.9478 ‖
‖        70 |  13690 |              42611 |   1.702e-02 |            3.8791 ‖
‖        71 |  13763 |              43429 |   1.697e-02 |            3.6621 ‖
‖        72 |  13877 |              44289 |   1.684e-02 |            3.2579 ‖
‖        73 |  13860 |              45198 |   1.677e-02 |            3.0787 ‖
‖        74 |  13818 |              46158 |   1.672e-02 |            2.9207 ‖
‖        75 |  13717 |              47189 |   1.675e-02 |            2.8274 ‖
‖        76 |  13608 |              48155 |   1.682e-02 |            2.7894 ‖
‖        77 |  13772 |              48894 |   1.684e-02 |            2.7662 ‖
‖        78 |  13887 |              49668 |   1.683e-02 |            2.6624 ‖
‖        79 |  14012 |              50433 |   1.683e-02 |            2.6267 ‖
‖        80 |  14257 |              51062 |   1.683e-02 |            2.5742 ‖
‖        81 |  14394 |              51862 |   1.679e-02 |            2.4582 ‖
‖        82 |  14631 |              52566 |   1.678e-02 |            2.3740 ‖
‖        83 |  14881 |              53264 |   1.677e-02 |            2.3403 ‖
‖        84 |  15037 |              54021 |   1.676e-02 |            2.2857 ‖
‖        85 |  14939 |              54979 |   1.673e-02 |            2.0458 ‖
‖        86 |  14915 |              55900 |   1.668e-02 |            1.8174 ‖
‖        87 |  14857 |              56837 |   1.663e-02 |            1.6785 ‖
‖        88 |  14998 |              57625 |   1.659e-02 |            1.6037 ‖
‖        89 |  15054 |              58453 |   1.657e-02 |            1.5652 ‖
‖        90 |  15204 |              59208 |   1.654e-02 |            1.5433 ‖
‖        91 |  15249 |              60066 |   1.651e-02 |            1.5357 ‖
‖        92 |  15154 |              61047 |   1.648e-02 |            1.5193 ‖
‖        93 |  15161 |              61974 |   1.647e-02 |            1.5154 ‖
‖        94 |  15350 |              62704 |   1.648e-02 |            1.5352 ‖
‖        95 |  15209 |              63779 |   1.648e-02 |            1.5217 ‖
‖        96 |  14971 |              64879 |   1.650e-02 |            1.5079 ‖
‖        97 |  14655 |              66085 |   1.653e-02 |            1.4454 ‖
‖        98 |  14175 |              67406 |   1.658e-02 |            1.3536 ‖
‖        99 |  13712 |              68719 |   1.663e-02 |            1.2688 ‖
‖       100 |  13279 |              69945 |   1.671e-02 |            1.1779 ‖
‖       101 |  13187 |              70959 |   1.668e-02 |            1.0721 ‖
‖       102 |  13156 |              71888 |   1.667e-02 |            1.0151 ‖
‖       103 |  13140 |              72816 |   1.667e-02 |            0.9694 ‖
‖       104 |  13130 |              73746 |   1.666e-02 |            0.9323 ‖
‖       105 |  13178 |              74626 |   1.665e-02 |            0.9198 ‖
‖       106 |  13218 |              75512 |   1.663e-02 |            0.9039 ‖
‖       107 |  13265 |              76381 |   1.662e-02 |            0.8869 ‖
‖       108 |  13258 |              77289 |   1.660e-02 |            0.8560 ‖
‖       109 |  13226 |              78225 |   1.659e-02 |            0.7972 ‖
‖       110 |  13244 |              79087 |   1.657e-02 |            0.7681 ‖
‖       111 |  13455 |              79783 |   1.656e-02 |            0.7549 ‖
‖       112 |  13715 |              80441 |   1.655e-02 |            0.7447 ‖
‖       113 |  13744 |              81295 |   1.652e-02 |            0.7155 ‖
‖       114 |  13620 |              82253 |   1.650e-02 |            0.6768 ‖
‖       115 |  13571 |              83185 |   1.647e-02 |            0.6523 ‖
‖       116 |  13443 |              84187 |   1.646e-02 |            0.6374 ‖
‖       117 |  13306 |              85137 |   1.646e-02 |            0.6333 ‖
‖       118 |  13168 |              86185 |   1.643e-02 |            0.6282 ‖
‖       119 |  12921 |              87296 |   1.643e-02 |            0.6199 ‖
‖       120 |  12631 |              88461 |   1.643e-02 |            0.6140 ‖
‖       121 |  12212 |              89707 |   1.648e-02 |            0.5980 ‖
‖       122 |  11857 |              90902 |   1.652e-02 |            0.5744 ‖
‖       123 |  11899 |              91770 |   1.654e-02 |            0.5405 ‖
‖       124 |  11928 |              92619 |   1.657e-02 |            0.5308 ‖
‖       125 |  11711 |              93713 |   1.660e-02 |            0.4845 ‖
‖       126 |  11608 |              94739 |   1.656e-02 |            0.4225 ‖
‖       127 |  11561 |              95697 |   1.654e-02 |            0.3776 ‖
‖       128 |  11416 |              96735 |   1.652e-02 |            0.3478 ‖
‖       129 |  11311 |              97748 |   1.652e-02 |            0.3356 ‖
‖       130 |  11166 |              98787 |   1.652e-02 |            0.3195 ‖
‖       131 |  11061 |              99796 |   1.651e-02 |            0.3072 ‖
‖       132 |  10957 |             100810 |   1.647e-02 |            0.2966 ‖
‖       133 |  10797 |             101823 |   1.647e-02 |            0.2867 ‖
‖       134 |  10627 |             102859 |   1.647e-02 |            0.2656 ‖
‖       135 |  10531 |             103833 |   1.645e-02 |            0.2567 ‖
‖       136 |  10557 |             104692 |   1.645e-02 |            0.2451 ‖
‖       137 |  10535 |             105604 |   1.645e-02 |            0.2337 ‖
‖       138 |  10559 |             106467 |   1.644e-02 |            0.2230 ‖
‖       139 |  10512 |             107408 |   1.641e-02 |            0.2192 ‖
‖       140 |  10417 |             108361 |   1.639e-02 |            0.2149 ‖
‖       141 |  10188 |             109461 |   1.639e-02 |            0.2016 ‖
‖       142 |  10041 |             110459 |   1.640e-02 |            0.1817 ‖
‖       143 |   9702 |             111643 |   1.641e-02 |            0.1804 ‖
‖       144 |   9237 |             112952 |   1.645e-02 |            0.1804 ‖
‖       145 |   8865 |             114185 |   1.647e-02 |            0.1802 ‖
‖       146 |   8587 |             115338 |   1.645e-02 |            0.1799 ‖
‖       147 |   8303 |             116480 |   1.645e-02 |            0.1719 ‖
‖       148 |   7906 |             117733 |   1.642e-02 |            0.1532 ‖
‖       149 |   7577 |             118919 |   1.643e-02 |            0.1340 ‖
‖       150 |   7244 |             120145 |   1.640e-02 |            0.1114 ‖
‖       151 |   6956 |             121329 |   1.639e-02 |            0.1006 ‖
‖       152 |   6661 |             122546 |   1.634e-02 |            0.0957 ‖
‖       153 |   6384 |             123711 |   1.633e-02 |            0.0880 ‖
‖       154 |   6111 |             124880 |   1.627e-02 |            0.0689 ‖
‖       155 |   5897 |             125986 |   1.621e-02 |            0.0555 ‖
‖       156 |   5658 |             127107 |   1.616e-02 |            0.0434 ‖
‖       157 |   5512 |             128135 |   1.613e-02 |            0.0397 ‖
‖       158 |   5378 |             129150 |   1.610e-02 |            0.0381 ‖
‖       159 |   5226 |             130181 |   1.605e-02 |            0.0378 ‖
‖       160 |   4929 |             131338 |   1.601e-02 |            0.0377 ‖
‖       161 |   4522 |             132602 |   1.600e-02 |            0.0377 ‖
‖       162 |   3918 |             134054 |   1.603e-02 |            0.0361 ‖
‖       163 |   3383 |             135466 |   1.602e-02 |            0.0179 ‖
‖       164 |   2879 |             136833 |   1.607e-02 |            0.0071 ‖
‖       165 |   2431 |             138184 |   1.582e-02 |            0.0033 ‖
‖       166 |   1945 |             139533 |   1.560e-02 |            0.0009 ‖
‖       167 |   1404 |             140947 |   1.522e-02 |            0.0004 ‖
‖       168 |    920 |             142311 |   1.478e-02 |            0.0001 ‖
‖       169 |    450 |             143541 |   1.377e-02 |            0.0000 ‖
‖       170 |    176 |             144127 |   1.363e-02 |            0.0000 ‖
‖       171 |     64 |             144366 |   1.331e-02 |            0.0000 ‖
‖       172 |     26 |             144449 |   1.259e-02 |            0.0000 ‖
‖       173 |     10 |             144482 |   1.132e-02 |            0.0000 ‖
‖       174 |      1 |             144495 |   1.187e-02 |            0.0000 ‖
‖       175 |      0 |             144496 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 15.807 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4558.vnnlib: unsat
--- Verification time: 15.8187 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (26/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1226.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1226.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1226.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.512e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1226.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (27/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2995.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2995.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2995.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.210e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.090e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.007e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.915e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.836e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.772e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.704e-02 |           99.0832 ‖
‖         8 |    125 |                  3 |   3.630e-02 |           96.7133 ‖
‖         9 |    232 |                 20 |   3.554e-02 |           88.0919 ‖
‖        10 |    409 |                 71 |   3.447e-02 |           76.5904 ‖
‖        11 |    678 |                198 |   3.375e-02 |           63.4973 ‖
‖        12 |   1070 |                467 |   3.257e-02 |           49.0927 ‖
‖        13 |   1542 |                970 |   3.156e-02 |           35.3691 ‖
‖        14 |   1938 |               1517 |   3.114e-02 |           28.7635 ‖
‖        15 |   2679 |               1791 |   3.057e-02 |           24.6197 ‖
‖        16 |   3162 |               2259 |   3.022e-02 |           21.9119 ‖
‖        17 |   3801 |               2606 |   2.982e-02 |           19.4364 ‖
‖        18 |   4395 |               3005 |   2.941e-02 |           17.2204 ‖
‖        19 |   4993 |               3415 |   2.907e-02 |           15.4191 ‖
‖        20 |   5279 |               4093 |   2.885e-02 |           13.8912 ‖
‖        21 |   5750 |               4604 |   2.867e-02 |           12.9085 ‖
‖        22 |   5975 |               5328 |   2.844e-02 |           11.9119 ‖
‖        23 |   6244 |               5995 |   2.833e-02 |           10.7794 ‖
‖        24 |   6390 |               6793 |   2.815e-02 |            9.6808 ‖
‖        25 |   6728 |               7408 |   2.799e-02 |            9.0376 ‖
‖        26 |   6908 |               8139 |   2.792e-02 |            8.1482 ‖
‖        27 |   7285 |               8723 |   2.771e-02 |            7.8127 ‖
‖        28 |   7602 |               9343 |   2.760e-02 |            6.9873 ‖
‖        29 |   7843 |              10052 |   2.739e-02 |            6.2578 ‖
‖        30 |   7978 |              10805 |   2.734e-02 |            5.9349 ‖
‖        31 |   8360 |              11366 |   2.723e-02 |            5.6369 ‖
‖        32 |   8509 |              12131 |   2.714e-02 |            5.1741 ‖
‖        33 |   8765 |              12793 |   2.702e-02 |            4.9133 ‖
‖        34 |   9113 |              13354 |   2.698e-02 |            4.7708 ‖
‖        35 |   9262 |              14110 |   2.688e-02 |            4.4362 ‖
‖        36 |   9430 |              14859 |   2.681e-02 |            4.2451 ‖
‖        37 |   9586 |              15641 |   2.668e-02 |            4.0195 ‖
‖        38 |   9644 |              16495 |   2.664e-02 |            3.7865 ‖
‖        39 |   9687 |              17371 |   2.660e-02 |            3.7052 ‖
‖        40 |   9729 |              18224 |   2.657e-02 |            3.5811 ‖
‖        41 |   9715 |              19144 |   2.652e-02 |            3.4073 ‖
‖        42 |   9759 |              19963 |   2.655e-02 |            3.3233 ‖
‖        43 |   9786 |              20837 |   2.653e-02 |            3.1062 ‖
‖        44 |   9879 |              21657 |   2.649e-02 |            2.9620 ‖
‖        45 |   9992 |              22446 |   2.644e-02 |            2.8335 ‖
‖        46 |  10193 |              23149 |   2.641e-02 |            2.7326 ‖
‖        47 |  10370 |              23907 |   2.632e-02 |            2.5832 ‖
‖        48 |  10486 |              24712 |   2.626e-02 |            2.4703 ‖
‖        49 |  10621 |              25511 |   2.617e-02 |            2.3823 ‖
‖        50 |  10732 |              26339 |   2.610e-02 |            2.2996 ‖
‖        51 |  10784 |              27194 |   2.608e-02 |            2.2376 ‖
‖        52 |  10752 |              28121 |   2.609e-02 |            2.1264 ‖
‖        53 |  10708 |              29059 |   2.612e-02 |            2.0382 ‖
‖        54 |  10709 |              29936 |   2.614e-02 |            1.9360 ‖
‖        55 |  10763 |              30766 |   2.616e-02 |            1.8384 ‖
‖        56 |  10858 |              31581 |   2.613e-02 |            1.7458 ‖
‖        57 |  10983 |              32373 |   2.610e-02 |            1.7036 ‖
‖        58 |  11115 |              33158 |   2.605e-02 |            1.6494 ‖
‖        59 |  11066 |              34110 |   2.602e-02 |            1.5922 ‖
‖        60 |  11139 |              34951 |   2.598e-02 |            1.5601 ‖
‖        61 |  11114 |              35885 |   2.594e-02 |            1.4883 ‖
‖        62 |  11060 |              36851 |   2.590e-02 |            1.4178 ‖
‖        63 |  10999 |              37814 |   2.588e-02 |            1.3587 ‖
‖        64 |  10973 |              38735 |   2.585e-02 |            1.2981 ‖
‖        65 |  10927 |              39684 |   2.583e-02 |            1.2520 ‖
‖        66 |  10792 |              40684 |   2.584e-02 |            1.2028 ‖
‖        67 |  10694 |              41670 |   2.585e-02 |            1.1564 ‖
‖        68 |  10585 |              42665 |   2.584e-02 |            1.1130 ‖
‖        69 |  10510 |              43613 |   2.588e-02 |            1.0777 ‖
‖        70 |  10482 |              44533 |   2.588e-02 |            1.0411 ‖
‖        71 |  10515 |              45421 |   2.585e-02 |            0.9995 ‖
‖        72 |  10550 |              46287 |   2.585e-02 |            0.9483 ‖
‖        73 |  10597 |              47145 |   2.581e-02 |            0.9007 ‖
‖        74 |  10512 |              48123 |   2.578e-02 |            0.8569 ‖
‖        75 |  10493 |              49034 |   2.575e-02 |            0.8232 ‖
‖        76 |  10476 |              49967 |   2.573e-02 |            0.7817 ‖
‖        77 |  10410 |              50950 |   2.567e-02 |            0.7554 ‖
‖        78 |  10268 |              51997 |   2.565e-02 |            0.7350 ‖
‖        79 |  10193 |              52986 |   2.561e-02 |            0.7066 ‖
‖        80 |  10039 |              54045 |   2.560e-02 |            0.6829 ‖
‖        81 |   9913 |              55082 |   2.555e-02 |            0.6589 ‖
‖        82 |   9748 |              56127 |   2.553e-02 |            0.6288 ‖
‖        83 |   9555 |              57206 |   2.550e-02 |            0.5901 ‖
‖        84 |   9330 |              58331 |   2.548e-02 |            0.5546 ‖
‖        85 |   9141 |              59411 |   2.546e-02 |            0.5258 ‖
‖        86 |   8983 |              60460 |   2.546e-02 |            0.4965 ‖
‖        87 |   8825 |              61517 |   2.547e-02 |            0.4660 ‖
‖        88 |   8725 |              62519 |   2.547e-02 |            0.4381 ‖
‖        89 |   8577 |              63567 |   2.545e-02 |            0.4119 ‖
‖        90 |   8432 |              64606 |   2.541e-02 |            0.3845 ‖
‖        91 |   8300 |              65626 |   2.541e-02 |            0.3597 ‖
‖        92 |   8172 |              66651 |   2.536e-02 |            0.3309 ‖
‖        93 |   8042 |              67676 |   2.532e-02 |            0.3076 ‖
‖        94 |   7962 |              68676 |   2.527e-02 |            0.2894 ‖
‖        95 |   7856 |              69695 |   2.518e-02 |            0.2739 ‖
‖        96 |   7702 |              70754 |   2.514e-02 |            0.2596 ‖
‖        97 |   7440 |              71906 |   2.512e-02 |            0.2485 ‖
‖        98 |   7208 |              73028 |   2.510e-02 |            0.2365 ‖
‖        99 |   6935 |              74198 |   2.504e-02 |            0.2210 ‖
‖       100 |   6647 |              75378 |   2.499e-02 |            0.2086 ‖
‖       101 |   6305 |              76588 |   2.498e-02 |            0.1857 ‖
‖       102 |   5986 |              77774 |   2.496e-02 |            0.1639 ‖
‖       103 |   5673 |              78972 |   2.496e-02 |            0.1435 ‖
‖       104 |   5393 |              80147 |   2.494e-02 |            0.1261 ‖
‖       105 |   5176 |              81279 |   2.488e-02 |            0.1118 ‖
‖       106 |   4971 |              82396 |   2.481e-02 |            0.0980 ‖
‖       107 |   4777 |              83492 |   2.473e-02 |            0.0854 ‖
‖       108 |   4584 |              84576 |   2.467e-02 |            0.0766 ‖
‖       109 |   4288 |              85765 |   2.456e-02 |            0.0690 ‖
‖       110 |   3969 |              86972 |   2.449e-02 |            0.0623 ‖
‖       111 |   3645 |              88183 |   2.446e-02 |            0.0558 ‖
‖       112 |   3278 |              89435 |   2.441e-02 |            0.0485 ‖
‖       113 |   2882 |              90704 |   2.441e-02 |            0.0359 ‖
‖       114 |   2555 |              91937 |   2.419e-02 |            0.0278 ‖
‖       115 |   2195 |              93183 |   2.415e-02 |            0.0204 ‖
‖       116 |   1810 |              94472 |   2.388e-02 |            0.0157 ‖
‖       117 |   1405 |              95788 |   2.362e-02 |            0.0113 ‖
‖       118 |    967 |              97127 |   2.323e-02 |            0.0060 ‖
‖       119 |    489 |              98434 |   2.277e-02 |            0.0017 ‖
‖       120 |    184 |              99131 |   2.266e-02 |            0.0004 ‖
‖       121 |     75 |              99394 |   2.145e-02 |            0.0001 ‖
‖       122 |     18 |              99503 |   1.988e-02 |            0.0000 ‖
‖       123 |      2 |              99531 |   2.194e-02 |            0.0000 ‖
‖       124 |      0 |              99534 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 10.879 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2995.vnnlib: unsat
--- Verification time: 10.8894 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (28/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4264.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4264.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4264.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.000e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4264.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (29/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4681.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4681.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4681.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.959e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.887e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.829e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   2.773e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   2.686e-02 |          100.0002 ‖
‖         6 |     32 |                  0 |   2.636e-02 |           99.9999 ‖
‖         7 |     63 |                  1 |   2.574e-02 |           97.0945 ‖
‖         8 |    114 |                 12 |   2.500e-02 |           87.6210 ‖
‖         9 |    171 |                 69 |   2.355e-02 |           63.2411 ‖
‖        10 |    270 |                134 |   2.333e-02 |           49.5060 ‖
‖        11 |    366 |                301 |   2.271e-02 |           32.9740 ‖
‖        12 |    448 |                567 |   2.187e-02 |           19.5930 ‖
‖        13 |    487 |                950 |   2.119e-02 |           10.1017 ‖
‖        14 |    438 |               1440 |   2.046e-02 |            4.4441 ‖
‖        15 |    349 |               1916 |   1.936e-02 |            1.6174 ‖
‖        16 |    224 |               2325 |   1.879e-02 |            0.4879 ‖
‖        17 |    120 |               2605 |   1.847e-02 |            0.1262 ‖
‖        18 |     60 |               2763 |   1.735e-02 |            0.0275 ‖
‖        19 |     19 |               2847 |   1.786e-02 |            0.0054 ‖
‖        20 |     10 |               2872 |   1.821e-02 |            0.0011 ‖
‖        21 |      1 |               2890 |   1.795e-02 |            0.0000 ‖
‖        22 |      0 |               2892 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.876 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4681.vnnlib: unsat
--- Verification time: 0.8859 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (30/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3730.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3730.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3730.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.870e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3730.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (31/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_49.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_49.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_49.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.280e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_49.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (32/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_356.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_356.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_356.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.311e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.202e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.124e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.916e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.842e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.675e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.565e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   4.474e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   4.381e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   4.285e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.194e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   4.109e-02 |          100.0000 ‖
‖        13 |   3072 |                  0 |   4.052e-02 |          100.0001 ‖
‖        14 |   4096 |                  0 |   4.012e-02 |          100.0008 ‖
‖        15 |   5120 |                  0 |   3.982e-02 |          100.0014 ‖
‖        16 |   6144 |                  0 |   3.943e-02 |          100.0014 ‖
‖        17 |   7168 |                  0 |   3.909e-02 |          100.0015 ‖
‖        18 |   8192 |                  0 |   3.882e-02 |          100.0019 ‖
‖        19 |   9216 |                  0 |   3.853e-02 |          100.0020 ‖
‖        20 |  10240 |                  0 |   3.826e-02 |          100.0020 ‖
‖        21 |  11264 |                  0 |   3.804e-02 |          100.0018 ‖
‖        22 |  12288 |                  0 |   3.798e-02 |          100.0015 ‖
‖        23 |  13312 |                  0 |   3.793e-02 |          100.0015 ‖
‖        24 |  14336 |                  0 |   3.781e-02 |          100.0017 ‖
‖        25 |  15360 |                  0 |   3.770e-02 |          100.0019 ‖
‖        26 |  16384 |                  0 |   3.758e-02 |          100.0021 ‖
‖        27 |  17408 |                  0 |   3.741e-02 |          100.0021 ‖
‖        28 |  18432 |                  0 |   3.732e-02 |          100.0017 ‖
‖        29 |  19456 |                  0 |   3.720e-02 |          100.0016 ‖
‖        30 |  20480 |                  0 |   3.705e-02 |          100.0021 ‖
‖        31 |  21504 |                  0 |   3.692e-02 |          100.0022 ‖
‖        32 |  22528 |                  0 |   3.685e-02 |          100.0022 ‖
‖        33 |  23552 |                  0 |   3.679e-02 |          100.0023 ‖
‖        34 |  24576 |                  0 |   3.675e-02 |          100.0024 ‖
‖        35 |  25600 |                  0 |   3.669e-02 |          100.0024 ‖
‖        36 |  26624 |                  0 |   3.662e-02 |          100.0019 ‖
‖        37 |  27648 |                  0 |   3.654e-02 |          100.0016 ‖
‖        38 |  28672 |                  0 |   3.647e-02 |          100.0007 ‖
‖        39 |  29696 |                  0 |   3.640e-02 |          100.0004 ‖
‖        40 |  30720 |                  0 |   3.631e-02 |          100.0008 ‖
‖        41 |  31744 |                  0 |   3.624e-02 |          100.0010 ‖
‖        42 |  32768 |                  0 |   3.620e-02 |          100.0011 ‖
‖        43 |  33792 |                  0 |   3.617e-02 |          100.0011 ‖
‖        44 |  34816 |                  0 |   3.616e-02 |          100.0007 ‖
‖        45 |  35840 |                  0 |   3.614e-02 |          100.0012 ‖
‖        46 |  36864 |                  0 |   3.611e-02 |          100.0018 ‖
‖        47 |  37888 |                  0 |   3.610e-02 |          100.0014 ‖
‖        48 |  38912 |                  0 |   3.607e-02 |          100.0017 ‖
‖        49 |  39936 |                  0 |   3.602e-02 |          100.0019 ‖
‖        50 |  40960 |                  0 |   3.599e-02 |          100.0021 ‖
‖        51 |  41984 |                  0 |   3.595e-02 |          100.0023 ‖
‖        52 |  43008 |                  0 |   3.594e-02 |          100.0025 ‖
‖        53 |  44032 |                  0 |   3.591e-02 |          100.0021 ‖
‖        54 |  45056 |                  0 |   3.586e-02 |          100.0017 ‖
‖        55 |  46080 |                  0 |   3.583e-02 |          100.0004 ‖
‖        56 |  47104 |                  0 |   3.578e-02 |           99.9998 ‖
‖        57 |  48128 |                  0 |   3.570e-02 |           99.9997 ‖
‖        58 |  49152 |                  0 |   3.561e-02 |          100.0001 ‖
‖        59 |  50176 |                  0 |   3.550e-02 |          100.0006 ‖
‖        60 |  51200 |                  0 |   3.538e-02 |          100.0009 ‖
‖        61 |  52224 |                  0 |   3.530e-02 |          100.0007 ‖
‖        62 |  53248 |                  0 |   3.520e-02 |          100.0000 ‖
‖        63 |  54272 |                  0 |   3.509e-02 |           99.9999 ‖
‖        64 |  55296 |                  0 |   3.498e-02 |          100.0002 ‖
‖        65 |  56320 |                  0 |   3.487e-02 |          100.0006 ‖
‖        66 |  57344 |                  0 |   3.475e-02 |          100.0010 ‖
‖        67 |  58368 |                  0 |   3.462e-02 |          100.0010 ‖
‖        68 |  59392 |                  0 |   3.450e-02 |          100.0010 ‖
‖        69 |  60416 |                  0 |   3.437e-02 |          100.0012 ‖
‖        70 |  61431 |                  9 |   3.426e-02 |          100.0007 ‖
‖        71 |  62388 |                 73 |   3.415e-02 |          100.0006 ‖
‖        72 |  63186 |                289 |   3.408e-02 |          100.0004 ‖
‖        73 |  63923 |                545 |   3.402e-02 |          100.0004 ‖
‖        74 |  64522 |                951 |   3.399e-02 |          100.0001 ‖
‖        75 |  65274 |               1182 |   3.395e-02 |          100.0001 ‖
‖        76 |  66096 |               1357 |   3.387e-02 |          100.0003 ‖
‖        77 |  66802 |               1627 |   3.382e-02 |          100.0007 ‖
‖        78 |  67384 |               2013 |   3.382e-02 |          100.0003 ‖
‖        79 |  67912 |               2454 |   3.382e-02 |          100.0002 ‖
‖        80 |  68364 |               2961 |   3.385e-02 |          100.0001 ‖
‖        81 |  68824 |               3462 |   3.388e-02 |          100.0002 ‖
‖        82 |  69412 |               3850 |   3.391e-02 |          100.0003 ‖
‖        83 |  70138 |               4114 |   3.394e-02 |           99.9998 ‖
‖        84 |  70964 |               4293 |   3.395e-02 |           99.9994 ‖
‖        85 |  71861 |               4407 |   3.395e-02 |           99.9993 ‖
‖        86 |  72804 |               4477 |   3.394e-02 |           99.9985 ‖
‖        87 |  73785 |               4516 |   3.393e-02 |           99.9984 ‖
‖        88 |  74797 |               4525 |   3.393e-02 |           99.9983 ‖
‖        89 |  75818 |               4528 |   3.391e-02 |           99.9986 ‖
‖        90 |  76840 |               4529 |   3.390e-02 |           99.9989 ‖
‖        91 |  77864 |               4529 |   3.387e-02 |           99.9989 ‖
‖        92 |  78888 |               4529 |   3.385e-02 |           99.9989 ‖
‖        93 |  79912 |               4529 |   3.382e-02 |           99.9989 ‖
‖        94 |  80936 |               4529 |   3.377e-02 |           99.9993 ‖
‖        95 |  81960 |               4529 |   3.374e-02 |           99.9985 ‖
‖        96 |  82984 |               4529 |   3.370e-02 |           99.9979 ‖
‖        97 |  84008 |               4529 |   3.365e-02 |           99.9980 ‖
‖        98 |  85032 |               4529 |   3.359e-02 |           99.9981 ‖
‖        99 |  86056 |               4529 |   3.354e-02 |           99.9981 ‖
‖       100 |  87078 |               4531 |   3.349e-02 |           99.9971 ‖
‖       101 |  88100 |               4533 |   3.343e-02 |           99.9969 ‖
‖       102 |  89094 |               4560 |   3.338e-02 |           99.9993 ‖
‖       103 |  89975 |               4696 |   3.334e-02 |           99.9993 ‖
‖       104 |  90677 |               4987 |   3.332e-02 |           99.9993 ‖
‖       105 |  91355 |               5310 |   3.330e-02 |           99.9993 ‖
‖       106 |  91892 |               5757 |   3.330e-02 |           99.9993 ‖
‖       107 |  92292 |               6315 |   3.332e-02 |           99.9993 ‖
‖       108 |  92813 |               6764 |   3.334e-02 |           99.9993 ‖
‖       109 |  93622 |               6956 |   3.336e-02 |           99.9993 ‖
‖       110 |  94539 |               7055 |   3.337e-02 |           99.9993 ‖
‖       111 |  95523 |               7089 |   3.336e-02 |           99.9993 ‖
‖       112 |  96538 |               7098 |   3.336e-02 |           99.9993 ‖
‖       113 |  97560 |               7100 |   3.336e-02 |           99.9993 ‖
‖       114 |  98584 |               7100 |   3.334e-02 |           99.9993 ‖
‖       115 |  99608 |               7100 |   3.333e-02 |           99.9993 ‖
‖       116 | 100632 |               7100 |   3.331e-02 |           99.9993 ‖
‖       117 | 101651 |               7105 |   3.330e-02 |           99.9993 ‖
‖       118 | 102653 |               7125 |   3.327e-02 |           99.9993 ‖
‖       119 | 103653 |               7147 |   3.326e-02 |           99.9994 ‖
‖       119 | 102629 |               7150 |   3.326e-02 |           96.8982 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 8.247 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_356.vnnlib: sat
--- Verification time: 8.2623 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (33/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_858.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_858.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_858.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.942e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_858.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (34/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_866.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_866.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_866.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.705e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.613e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.469e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.325e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.218e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.977e-02 |           96.8770 ‖
‖         7 |     61 |                  2 |   3.859e-02 |           92.2173 ‖
‖         8 |    113 |                 10 |   3.778e-02 |           82.7374 ‖
‖         9 |    194 |                 36 |   3.716e-02 |           73.0944 ‖
‖        10 |    323 |                 99 |   3.632e-02 |           58.4723 ‖
‖        11 |    512 |                215 |   3.521e-02 |           45.2944 ‖
‖        12 |    757 |                452 |   3.435e-02 |           33.0432 ‖
‖        13 |   1064 |                852 |   3.343e-02 |           22.7464 ‖
‖        14 |   1401 |               1475 |   3.265e-02 |           15.2488 ‖
‖        15 |   1691 |               2115 |   3.224e-02 |           11.4442 ‖
‖        16 |   2138 |               2640 |   3.177e-02 |            9.1564 ‖
‖        17 |   2526 |               3223 |   3.116e-02 |            7.3621 ‖
‖        18 |   2873 |               3839 |   3.053e-02 |            5.9658 ‖
‖        19 |   2963 |               4722 |   3.002e-02 |            4.3948 ‖
‖        20 |   2743 |               5855 |   2.958e-02 |            3.1489 ‖
‖        21 |   2691 |               6813 |   2.917e-02 |            2.2807 ‖
‖        22 |   2741 |               7638 |   2.903e-02 |            1.8772 ‖
‖        23 |   2837 |               8386 |   2.909e-02 |            1.6942 ‖
‖        24 |   2918 |               9187 |   2.888e-02 |            1.2195 ‖
‖        25 |   3049 |               9995 |   2.850e-02 |            0.8946 ‖
‖        26 |   3310 |              10666 |   2.830e-02 |            0.7271 ‖
‖        27 |   3722 |              11204 |   2.808e-02 |            0.6322 ‖
‖        28 |   4118 |              11739 |   2.780e-02 |            0.5438 ‖
‖        29 |   4544 |              12272 |   2.752e-02 |            0.4678 ‖
‖        30 |   4764 |              12957 |   2.728e-02 |            0.4101 ‖
‖        31 |   4757 |              13870 |   2.694e-02 |            0.3365 ‖
‖        32 |   4725 |              14799 |   2.679e-02 |            0.2952 ‖
‖        33 |   4607 |              15792 |   2.675e-02 |            0.2763 ‖
‖        34 |   4482 |              16804 |   2.664e-02 |            0.2394 ‖
‖        35 |   4334 |              17840 |   2.656e-02 |            0.2290 ‖
‖        36 |   4181 |              18875 |   2.646e-02 |            0.1977 ‖
‖        37 |   3943 |              19980 |   2.644e-02 |            0.1831 ‖
‖        38 |   3665 |              21134 |   2.634e-02 |            0.1649 ‖
‖        39 |   3369 |              22308 |   2.616e-02 |            0.1359 ‖
‖        40 |   2952 |              23549 |   2.610e-02 |            0.1167 ‖
‖        41 |   2606 |              24759 |   2.608e-02 |            0.0993 ‖
‖        42 |   2215 |              25994 |   2.591e-02 |            0.0775 ‖
‖        43 |   1777 |              27282 |   2.557e-02 |            0.0604 ‖
‖        44 |   1391 |              28506 |   2.555e-02 |            0.0438 ‖
‖        45 |    947 |              29795 |   2.458e-02 |            0.0208 ‖
‖        46 |    462 |              31014 |   2.393e-02 |            0.0053 ‖
‖        47 |    177 |              31629 |   2.303e-02 |            0.0011 ‖
‖        48 |     62 |              31862 |   2.326e-02 |            0.0003 ‖
‖        49 |     16 |              31952 |   2.169e-02 |            0.0000 ‖
‖        50 |      4 |              31976 |   2.309e-02 |            0.0000 ‖
‖        51 |      2 |              31981 |   1.519e-02 |            0.0000 ‖
‖        52 |      0 |              31983 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 3.868 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_866.vnnlib: unsat
--- Verification time: 3.8802 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (35/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4905.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4905.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4905.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.513e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4905.vnnlib: sat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (36/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1931.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1931.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1931.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.659e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.455e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.290e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.146e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.980e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.874e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.095 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1931.vnnlib: sat
--- Verification time: 0.1068 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (37/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2757.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2757.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2757.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.713e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.655e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.626e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.507e-02 |           99.9998 ‖
‖         5 |     14 |                  2 |   4.378e-02 |           82.9319 ‖
‖         6 |     23 |                  7 |   4.222e-02 |           62.4521 ‖
‖         7 |     34 |                 16 |   4.185e-02 |           49.5433 ‖
‖         8 |     51 |                 33 |   4.019e-02 |           35.7650 ‖
‖         9 |     73 |                 59 |   4.009e-02 |           25.3681 ‖
‖        10 |    103 |                 96 |   3.890e-02 |           17.2291 ‖
‖        11 |    139 |                154 |   3.797e-02 |           11.4281 ‖
‖        12 |    164 |                253 |   3.744e-02 |            6.4979 ‖
‖        13 |    183 |                376 |   3.585e-02 |            3.5253 ‖
‖        14 |    180 |                534 |   3.569e-02 |            1.6572 ‖
‖        15 |    155 |                709 |   3.522e-02 |            0.7492 ‖
‖        16 |    117 |                883 |   3.411e-02 |            0.2711 ‖
‖        17 |     52 |               1048 |   3.372e-02 |            0.0619 ‖
‖        18 |     16 |               1127 |   3.270e-02 |            0.0096 ‖
‖        19 |      5 |               1152 |   2.409e-02 |            0.0007 ‖
‖        20 |      0 |               1159 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.647 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2757.vnnlib: unsat
--- Verification time: 0.6581 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (38/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4647.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4647.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4647.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.330e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4647.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (39/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7492.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7492.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7492.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.169e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7492.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (40/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2038.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2038.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2038.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.800e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2038.vnnlib: sat
--- Verification time: 0.0170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (41/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4589.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4589.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4589.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.850e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4589.vnnlib: sat
--- Verification time: 0.0182 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (42/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_404.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_404.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_404.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.815e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_404.vnnlib: unsat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (43/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2638.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2638.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2638.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.762e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2638.vnnlib: sat
--- Verification time: 0.0196 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (44/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5248.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5248.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5248.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.497e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5248.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (45/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_697.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_697.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_697.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.506e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_697.vnnlib: sat
--- Verification time: 0.0223 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (46/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6091.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6091.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6091.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.562e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6091.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (47/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5055.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5055.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5055.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.561e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.440e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.268e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.183e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.128e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.066e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.972e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.880e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.796e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.711e-02 |           99.9999 ‖
‖        11 |   1019 |                  5 |   3.628e-02 |           99.4307 ‖
‖        12 |   1989 |                 53 |   3.542e-02 |           96.1359 ‖
‖        13 |   3000 |                 60 |   3.484e-02 |           95.9707 ‖
‖        14 |   3830 |                251 |   3.441e-02 |           90.2701 ‖
‖        15 |   4742 |                346 |   3.412e-02 |           87.8876 ‖
‖        16 |   5665 |                430 |   3.376e-02 |           87.3722 ‖
‖        17 |   6559 |                542 |   3.351e-02 |           87.1768 ‖
‖        18 |   7279 |                829 |   3.328e-02 |           86.0602 ‖
‖        19 |   8006 |               1108 |   3.316e-02 |           84.4102 ‖
‖        20 |   8153 |               1929 |   3.298e-02 |           78.3267 ‖
‖        21 |   8434 |               2603 |   3.287e-02 |           75.9121 ‖
‖        22 |   8775 |               3245 |   3.271e-02 |           72.2400 ‖
‖        23 |   9082 |               3926 |   3.255e-02 |           68.0149 ‖
‖        24 |   9507 |               4458 |   3.242e-02 |           65.7098 ‖
‖        25 |   9931 |               4989 |   3.240e-02 |           64.2869 ‖
‖        26 |  10236 |               5649 |   3.229e-02 |           63.3464 ‖
‖        27 |  10723 |               6119 |   3.227e-02 |           62.8438 ‖
‖        28 |  11164 |               6636 |   3.223e-02 |           62.5939 ‖
‖        29 |  11416 |               7330 |   3.218e-02 |           62.0649 ‖
‖        30 |  11765 |               7912 |   3.215e-02 |           61.7822 ‖
‖        31 |  12021 |               8601 |   3.209e-02 |           61.6161 ‖
‖        32 |  12373 |               9181 |   3.206e-02 |           60.9692 ‖
‖        33 |  12984 |               9544 |   3.204e-02 |           60.9265 ‖
‖        34 |  13361 |              10131 |   3.201e-02 |           60.2422 ‖
‖        35 |  13369 |              11047 |   3.195e-02 |           57.8600 ‖
‖        36 |  13426 |              11932 |   3.190e-02 |           55.9011 ‖
‖        37 |  13425 |              12822 |   3.193e-02 |           54.8871 ‖
‖        38 |  13813 |              13361 |   3.190e-02 |           54.4873 ‖
‖        39 |  14137 |              13967 |   3.184e-02 |           52.9283 ‖
‖        40 |  14431 |              14645 |   3.173e-02 |           50.4717 ‖
‖        41 |  14744 |              15302 |   3.165e-02 |           48.7463 ‖
‖        42 |  15131 |              15860 |   3.155e-02 |           47.8221 ‖
‖        43 |  15764 |              16233 |   3.143e-02 |           47.0918 ‖
‖        44 |  16443 |              16547 |   3.132e-02 |           46.6637 ‖
‖        45 |  17078 |              16918 |   3.117e-02 |           46.3717 ‖
‖        46 |  17896 |              17107 |   3.105e-02 |           45.8139 ‖
‖        47 |  18721 |              17295 |   3.093e-02 |           45.5626 ‖
‖        48 |  19623 |              17407 |   3.080e-02 |           45.3041 ‖
‖        49 |  20435 |              17604 |   3.066e-02 |           44.9755 ‖
‖        50 |  21162 |              17892 |   3.050e-02 |           44.8182 ‖
‖        51 |  21911 |              18158 |   3.035e-02 |           44.5059 ‖
‖        52 |  22658 |              18420 |   3.022e-02 |           44.4339 ‖
‖        53 |  23142 |              18933 |   3.007e-02 |           44.3660 ‖
‖        54 |  23500 |              19559 |   2.996e-02 |           44.0002 ‖
‖        55 |  23881 |              20152 |   2.988e-02 |           43.7446 ‖
‖        56 |  24297 |              20691 |   2.989e-02 |           43.6664 ‖
‖        57 |  24686 |              21261 |   2.995e-02 |           43.6517 ‖
‖        58 |  24830 |              22043 |   2.999e-02 |           43.3627 ‖
‖        59 |  25191 |              22619 |   3.009e-02 |           43.3503 ‖
‖        60 |  25480 |              23280 |   3.013e-02 |           43.1169 ‖
‖        61 |  25692 |              24034 |   3.013e-02 |           42.1568 ‖
‖        62 |  26014 |              24689 |   3.011e-02 |           41.4282 ‖
‖        63 |  26499 |              25197 |   3.007e-02 |           41.0558 ‖
‖        64 |  27174 |              25482 |   3.006e-02 |           40.9476 ‖
‖        65 |  27558 |              26058 |   3.001e-02 |           40.0808 ‖
‖        66 |  28124 |              26478 |   2.997e-02 |           39.7055 ‖
‖        67 |  28818 |              26761 |   2.992e-02 |           39.6215 ‖
‖        68 |  29231 |              27327 |   2.986e-02 |           38.9782 ‖
‖        69 |  29616 |              27895 |   2.982e-02 |           38.3770 ‖
‖        70 |  29989 |              28506 |   2.975e-02 |           37.8228 ‖
‖        71 |  30464 |              28981 |   2.970e-02 |           37.5388 ‖
‖        72 |  30898 |              29528 |   2.965e-02 |           37.0670 ‖
‖        73 |  31367 |              30012 |   2.959e-02 |           36.9477 ‖
‖        74 |  31599 |              30738 |   2.957e-02 |           36.5161 ‖
‖        75 |  31901 |              31372 |   2.955e-02 |           36.4520 ‖
‖        76 |  31994 |              32235 |   2.954e-02 |           36.2011 ‖
‖        77 |  32259 |              32898 |   2.953e-02 |           36.1357 ‖
‖        78 |  32646 |              33474 |   2.950e-02 |           35.7505 ‖
‖        79 |  33173 |              33926 |   2.947e-02 |           35.3113 ‖
‖        80 |  33811 |              34257 |   2.939e-02 |           35.2745 ‖
‖        81 |  34318 |              34729 |   2.936e-02 |           34.9015 ‖
‖        82 |  34770 |              35244 |   2.932e-02 |           34.8045 ‖
‖        83 |  35170 |              35805 |   2.929e-02 |           34.6258 ‖
‖        84 |  35492 |              36446 |   2.928e-02 |           34.2945 ‖
‖        85 |  35924 |              36967 |   2.924e-02 |           34.2281 ‖
‖        86 |  36258 |              37594 |   2.921e-02 |           33.9905 ‖
‖        87 |  36653 |              38146 |   2.922e-02 |           33.8638 ‖
‖        88 |  37029 |              38724 |   2.916e-02 |           33.8354 ‖
‖        89 |  37347 |              39341 |   2.915e-02 |           33.6756 ‖
‖        90 |  37525 |              40090 |   2.911e-02 |           33.6557 ‖
‖        91 |  37743 |              40762 |   2.911e-02 |           33.4250 ‖
‖        92 |  37920 |              41516 |   2.910e-02 |           33.2918 ‖
‖        93 |  38036 |              42337 |   2.909e-02 |           33.2711 ‖
‖        94 |  38249 |              43041 |   2.912e-02 |           33.1576 ‖
‖        95 |  38315 |              43895 |   2.913e-02 |           33.1201 ‖
‖        96 |  38307 |              44811 |   2.915e-02 |           33.0853 ‖
‖        97 |  38095 |              45895 |   2.918e-02 |           33.0706 ‖
‖        98 |  37926 |              46954 |   2.921e-02 |           32.8214 ‖
‖        99 |  37725 |              48004 |   2.925e-02 |           32.7629 ‖
‖       100 |  37766 |              48871 |   2.929e-02 |           32.5070 ‖
‖       101 |  37774 |              49765 |   2.933e-02 |           32.4021 ‖
‖       102 |  38069 |              50389 |   2.939e-02 |           32.2457 ‖
‖       103 |  38532 |              50880 |   2.942e-02 |           32.1448 ‖
‖       104 |  39140 |              51254 |   2.943e-02 |           32.0809 ‖
‖       105 |  39523 |              51826 |   2.943e-02 |           31.9610 ‖
‖       106 |  40030 |              52279 |   2.944e-02 |           31.9437 ‖
‖       107 |  40509 |              52774 |   2.946e-02 |           31.9328 ‖
‖       108 |  40819 |              53402 |   2.946e-02 |           31.8598 ‖
‖       109 |  41178 |              53995 |   2.947e-02 |           31.7021 ‖
‖       110 |  41476 |              54634 |   2.947e-02 |           31.4093 ‖
‖       111 |  41687 |              55388 |   2.945e-02 |           31.0303 ‖
‖       112 |  42207 |              55798 |   2.945e-02 |           30.9696 ‖
‖       113 |  42449 |              56502 |   2.942e-02 |           30.7744 ‖
‖       114 |  42946 |              56953 |   2.941e-02 |           30.7185 ‖
‖       115 |  43430 |              57440 |   2.939e-02 |           30.6277 ‖
‖       116 |  43984 |              57854 |   2.937e-02 |           30.6238 ‖
‖       117 |  44036 |              58722 |   2.936e-02 |           30.1411 ‖
‖       118 |  44356 |              59373 |   2.933e-02 |           30.0526 ‖
‖       119 |  44632 |              60027 |   2.933e-02 |           29.9672 ‖
‖       120 |  44883 |              60743 |   2.931e-02 |           29.9401 ‖
‖       121 |  45246 |              61319 |   2.931e-02 |           29.9388 ‖
‖       122 |  45614 |              61923 |   2.929e-02 |           29.9371 ‖
‖       123 |  45761 |              62719 |   2.927e-02 |           29.6280 ‖
‖       124 |  46176 |              63244 |   2.925e-02 |           29.5999 ‖
‖       125 |  46417 |              63960 |   2.923e-02 |           29.2617 ‖
‖       126 |  46783 |              64532 |   2.920e-02 |           29.1601 ‖
‖       127 |  46900 |              65315 |   2.918e-02 |           28.8964 ‖
‖       128 |  47145 |              66035 |   2.915e-02 |           28.7388 ‖
‖       129 |  47504 |              66615 |   2.913e-02 |           28.6861 ‖
‖       130 |  47662 |              67425 |   2.910e-02 |           28.5217 ‖
‖       131 |  47717 |              68247 |   2.911e-02 |           28.3015 ‖
‖       132 |  47824 |              69089 |   2.909e-02 |           28.1846 ‖
‖       133 |  48100 |              69732 |   2.908e-02 |           28.1844 ‖
‖       134 |  48091 |              70661 |   2.908e-02 |           27.9530 ‖
‖       135 |  48084 |              71577 |   2.909e-02 |           27.7576 ‖
‖       136 |  48417 |              72171 |   2.907e-02 |           27.7401 ‖
‖       137 |  48656 |              72862 |   2.906e-02 |           27.6005 ‖
‖       138 |  48867 |              73581 |   2.905e-02 |           27.4810 ‖
‖       139 |  49182 |              74227 |   2.902e-02 |           27.4786 ‖
‖       140 |  49172 |              75136 |   2.902e-02 |           27.1746 ‖
‖       141 |  49378 |              75890 |   2.899e-02 |           27.0923 ‖
‖       142 |  49446 |              76745 |   2.900e-02 |           26.8032 ‖
‖       143 |  49492 |              77598 |   2.898e-02 |           26.7148 ‖
‖       144 |  49714 |              78287 |   2.896e-02 |           26.7146 ‖
‖       145 |  49911 |              79004 |   2.895e-02 |           26.7145 ‖
‖       146 |  50056 |              79787 |   2.894e-02 |           26.4249 ‖
‖       147 |  50234 |              80542 |   2.893e-02 |           26.3054 ‖
‖       148 |  50416 |              81288 |   2.894e-02 |           26.1095 ‖
‖       149 |  50518 |              82100 |   2.892e-02 |           26.0704 ‖
‖       150 |  50605 |              82902 |   2.892e-02 |           25.9043 ‖
‖       151 |  50811 |              83641 |   2.889e-02 |           25.8116 ‖
‖       152 |  50933 |              84447 |   2.891e-02 |           25.5477 ‖
‖       153 |  51064 |              85221 |   2.892e-02 |           25.3835 ‖
‖       154 |  51159 |              86053 |   2.890e-02 |           25.3735 ‖
‖       155 |  51136 |              86960 |   2.892e-02 |           25.1417 ‖
‖       156 |  51271 |              87737 |   2.891e-02 |           25.0734 ‖
‖       157 |  51498 |              88445 |   2.892e-02 |           24.9102 ‖
‖       158 |  51649 |              89210 |   2.892e-02 |           24.8473 ‖
‖       159 |  51608 |              90172 |   2.891e-02 |           24.8473 ‖
‖       160 |  51618 |              91033 |   2.893e-02 |           24.7185 ‖
‖       161 |  51681 |              91891 |   2.894e-02 |           24.6136 ‖
‖       162 |  51539 |              92951 |   2.895e-02 |           24.5929 ‖
‖       163 |  51405 |              93993 |   2.896e-02 |           24.3751 ‖
‖       164 |  51221 |              95048 |   2.899e-02 |           24.2509 ‖
‖       165 |  51135 |              96004 |   2.902e-02 |           24.1525 ‖
‖       166 |  51051 |              96995 |   2.905e-02 |           24.0712 ‖
‖       167 |  51166 |              97798 |   2.908e-02 |           23.9583 ‖
‖       168 |  51405 |              98496 |   2.910e-02 |           23.8434 ‖
‖       169 |  51569 |              99242 |   2.912e-02 |           23.7709 ‖
‖       170 |  51795 |              99940 |   2.913e-02 |           23.7074 ‖
‖       171 |  51906 |             100762 |   2.913e-02 |           23.5373 ‖
‖       172 |  52038 |             101542 |   2.913e-02 |           23.3957 ‖
‖       173 |  52238 |             102266 |   2.914e-02 |           23.1980 ‖
‖       174 |  52554 |             102912 |   2.913e-02 |           23.0595 ‖
‖       175 |  52916 |             103507 |   2.913e-02 |           22.9031 ‖
‖       176 |  53295 |             104083 |   2.913e-02 |           22.7974 ‖
‖       177 |  53578 |             104753 |   2.913e-02 |           22.7068 ‖
‖       178 |  53791 |             105480 |   2.914e-02 |           22.6119 ‖
‖       179 |  54092 |             106120 |   2.915e-02 |           22.5341 ‖
‖       180 |  54405 |             106755 |   2.916e-02 |           22.4423 ‖
‖       181 |  54924 |             107183 |   2.917e-02 |           22.3941 ‖
‖       182 |  55440 |             107635 |   2.918e-02 |           22.3461 ‖
‖       183 |  55982 |             108066 |   2.919e-02 |           22.3122 ‖
‖       184 |  56489 |             108519 |   2.920e-02 |           22.2787 ‖
‖       185 |  56963 |             109008 |   2.920e-02 |           22.2557 ‖
‖       186 |  57436 |             109499 |   2.920e-02 |           22.2213 ‖
‖       187 |  57800 |             110082 |   2.920e-02 |           22.1421 ‖
‖       188 |  58305 |             110539 |   2.920e-02 |           22.1310 ‖
‖       189 |  58463 |             111313 |   2.920e-02 |           21.9808 ‖
‖       190 |  58877 |             111841 |   2.920e-02 |           21.9684 ‖
‖       191 |  58955 |             112683 |   2.919e-02 |           21.8183 ‖
‖       192 |  59223 |             113344 |   2.918e-02 |           21.7885 ‖
‖       193 |  59612 |             113913 |   2.918e-02 |           21.7805 ‖
‖       194 |  59729 |             114756 |   2.916e-02 |           21.6964 ‖
‖       195 |  59812 |             115580 |   2.915e-02 |           21.6517 ‖
‖       196 |  60095 |             116248 |   2.915e-02 |           21.6294 ‖
‖       197 |  60282 |             117009 |   2.913e-02 |           21.6108 ‖
‖       198 |  60428 |             117793 |   2.913e-02 |           21.5356 ‖
‖       199 |  60649 |             118492 |   2.912e-02 |           21.5259 ‖
‖       200 |  60991 |             119095 |   2.911e-02 |           21.5215 ‖
‖       201 |  61152 |             119874 |   2.910e-02 |           21.4707 ‖
‖       202 |  61081 |             120845 |   2.910e-02 |           21.2853 ‖
‖       203 |  61217 |             121654 |   2.909e-02 |           21.2461 ‖
‖       204 |  61364 |             122429 |   2.909e-02 |           21.2089 ‖
‖       205 |  61780 |             122953 |   2.908e-02 |           21.2065 ‖
‖       206 |  62163 |             123533 |   2.907e-02 |           21.1964 ‖
‖       207 |  62516 |             124132 |   2.905e-02 |           21.1942 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5055.vnnlib: unknown
--- Verification time: 20.0232 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (48/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_216.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_216.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_216.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.536e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_216.vnnlib: unsat
--- Verification time: 0.0341 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (49/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_751.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_751.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_751.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.018e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.915e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.829e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.735e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.640e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.529e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.434e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.348e-02 |          100.0000 ‖
‖         9 |    254 |                  2 |   3.274e-02 |           99.0413 ‖
‖        10 |    499 |                 11 |   3.195e-02 |           96.7371 ‖
‖        11 |    958 |                 50 |   3.114e-02 |           91.5712 ‖
‖        12 |   1797 |                161 |   3.043e-02 |           85.7444 ‖
‖        13 |   2513 |                459 |   3.003e-02 |           78.1404 ‖
‖        14 |   3506 |                481 |   2.975e-02 |           77.5807 ‖
‖        15 |   4277 |                726 |   2.945e-02 |           74.4789 ‖
‖        16 |   5020 |                987 |   2.917e-02 |           71.3716 ‖
‖        17 |   6015 |               1012 |   2.892e-02 |           71.0235 ‖
‖        18 |   6936 |               1115 |   2.862e-02 |           69.1706 ‖
‖        19 |   7929 |               1142 |   2.842e-02 |           68.6897 ‖
‖        20 |   8804 |               1286 |   2.819e-02 |           67.8923 ‖
‖        21 |   9575 |               1522 |   2.799e-02 |           66.5946 ‖
‖        22 |  10593 |               1525 |   2.776e-02 |           66.5942 ‖
‖        23 |  11287 |               1853 |   2.747e-02 |           64.3249 ‖
‖        24 |  12074 |               2060 |   2.724e-02 |           63.1848 ‖
‖        25 |  13038 |               2119 |   2.702e-02 |           62.8306 ‖
‖        26 |  14060 |               2120 |   2.686e-02 |           62.8301 ‖
‖        27 |  15080 |               2122 |   2.670e-02 |           62.8299 ‖
‖        28 |  15991 |               2228 |   2.650e-02 |           62.1403 ‖
‖        29 |  16752 |               2489 |   2.632e-02 |           60.2772 ‖
‖        30 |  17641 |               2598 |   2.613e-02 |           59.7194 ‖
‖        31 |  18596 |               2667 |   2.594e-02 |           59.1727 ‖
‖        32 |  19535 |               2751 |   2.579e-02 |           58.5272 ‖
‖        33 |  20461 |               2837 |   2.564e-02 |           58.5139 ‖
‖        34 |  21393 |               2923 |   2.550e-02 |           58.4849 ‖
‖        35 |  22372 |               2967 |   2.540e-02 |           58.4845 ‖
‖        36 |  23389 |               2973 |   2.523e-02 |           58.4846 ‖
‖        37 |  24230 |               3147 |   2.508e-02 |           57.8314 ‖
‖        38 |  25223 |               3171 |   2.496e-02 |           57.7234 ‖
‖        39 |  26146 |               3272 |   2.482e-02 |           57.7075 ‖
‖        40 |  26886 |               3544 |   2.476e-02 |           57.7076 ‖
‖        41 |  27268 |               4144 |   2.481e-02 |           57.7077 ‖
‖        42 |  27490 |               4892 |   2.478e-02 |           56.8681 ‖
‖        43 |  27917 |               5408 |   2.480e-02 |           56.2187 ‖
‖        44 |  28798 |               5526 |   2.474e-02 |           56.2185 ‖
‖        45 |  29331 |               6002 |   2.467e-02 |           54.7029 ‖
‖        46 |  30321 |               6025 |   2.462e-02 |           54.6892 ‖
‖        47 |  31221 |               6143 |   2.453e-02 |           54.3217 ‖
‖        48 |  32245 |               6143 |   2.449e-02 |           54.3219 ‖
‖        49 |  33269 |               6143 |   2.441e-02 |           54.3220 ‖
‖        50 |  34282 |               6154 |   2.434e-02 |           54.2631 ‖
‖        51 |  35293 |               6167 |   2.431e-02 |           54.2458 ‖
‖        52 |  36283 |               6199 |   2.423e-02 |           54.2462 ‖
‖        53 |  37278 |               6223 |   2.417e-02 |           54.2459 ‖
‖        54 |  38287 |               6237 |   2.413e-02 |           54.2464 ‖
‖        55 |  39256 |               6289 |   2.404e-02 |           54.2466 ‖
‖        56 |  39931 |               6618 |   2.395e-02 |           53.6362 ‖
‖        57 |  40648 |               6916 |   2.391e-02 |           53.6365 ‖
‖        58 |  41202 |               7364 |   2.388e-02 |           53.6365 ‖
‖        59 |  41242 |               8308 |   2.385e-02 |           52.2082 ‖
‖        60 |  41446 |               9058 |   2.383e-02 |           51.3150 ‖
‖        61 |  41990 |               9487 |   2.379e-02 |           50.8716 ‖
‖        62 |  42669 |               9807 |   2.375e-02 |           50.3364 ‖
‖        63 |  43557 |               9928 |   2.369e-02 |           50.3363 ‖
‖        64 |  44216 |              10291 |   2.362e-02 |           49.5934 ‖
‖        65 |  45101 |              10408 |   2.354e-02 |           49.4105 ‖
‖        66 |  46029 |              10502 |   2.347e-02 |           49.4104 ‖
‖        67 |  46708 |              10837 |   2.343e-02 |           48.7967 ‖
‖        68 |  47314 |              11241 |   2.341e-02 |           48.1638 ‖
‖        69 |  47860 |              11689 |   2.334e-02 |           48.1160 ‖
‖        70 |  48284 |              12260 |   2.336e-02 |           47.9521 ‖
‖        71 |  48544 |              12962 |   2.337e-02 |           47.9522 ‖
‖        72 |  49081 |              13385 |   2.338e-02 |           47.9523 ‖
‖        73 |  49861 |              13603 |   2.340e-02 |           47.9473 ‖
‖        74 |  50665 |              13797 |   2.338e-02 |           47.9474 ‖
‖        75 |  51577 |              13900 |   2.334e-02 |           47.9475 ‖
‖        76 |  52421 |              14072 |   2.334e-02 |           47.9479 ‖
‖        77 |  52981 |              14508 |   2.334e-02 |           47.9479 ‖
‖        78 |  53435 |              15038 |   2.331e-02 |           47.9478 ‖
‖        79 |  54116 |              15364 |   2.329e-02 |           47.9477 ‖
‖        80 |  54669 |              15816 |   2.327e-02 |           47.9475 ‖
‖        81 |  54863 |              16616 |   2.324e-02 |           47.6644 ‖
‖        82 |  55255 |              17193 |   2.326e-02 |           47.1437 ‖
‖        83 |  55509 |              17925 |   2.323e-02 |           47.1437 ‖
‖        84 |  55647 |              18765 |   2.325e-02 |           46.8161 ‖
‖        85 |  55946 |              19429 |   2.329e-02 |           46.7107 ‖
‖        86 |  56181 |              20156 |   2.329e-02 |           46.7108 ‖
‖        87 |  56369 |              20918 |   2.332e-02 |           46.5151 ‖
‖        88 |  56655 |              21588 |   2.333e-02 |           46.5153 ‖
‖        89 |  56851 |              22338 |   2.334e-02 |           46.5154 ‖
‖        90 |  57306 |              22850 |   2.339e-02 |           46.4669 ‖
‖        91 |  57982 |              23153 |   2.342e-02 |           46.4664 ‖
‖        92 |  58522 |              23570 |   2.343e-02 |           46.4666 ‖
‖        93 |  59295 |              23797 |   2.345e-02 |           46.4665 ‖
‖        94 |  60121 |              23963 |   2.343e-02 |           46.4447 ‖
‖        95 |  60985 |              24091 |   2.340e-02 |           46.3445 ‖
‖        96 |  61945 |              24147 |   2.339e-02 |           46.3445 ‖
‖        97 |  62864 |              24241 |   2.336e-02 |           46.3444 ‖
‖        98 |  63671 |              24446 |   2.333e-02 |           46.3443 ‖
‖        99 |  64495 |              24628 |   2.329e-02 |           46.3445 ‖
‖       100 |  64848 |              25261 |   2.324e-02 |           45.5674 ‖
‖       101 |  65716 |              25377 |   2.320e-02 |           45.5022 ‖
‖       102 |  66595 |              25518 |   2.316e-02 |           45.4022 ‖
‖       103 |  67466 |              25666 |   2.313e-02 |           45.4022 ‖
‖       104 |  68097 |              26048 |   2.309e-02 |           45.4024 ‖
‖       105 |  68340 |              26792 |   2.309e-02 |           45.2209 ‖
‖       106 |  68842 |              27242 |   2.309e-02 |           45.2210 ‖
‖       107 |  69727 |              27365 |   2.306e-02 |           45.2210 ‖
‖       108 |  70692 |              27414 |   2.306e-02 |           45.2205 ‖
‖       109 |  71633 |              27493 |   2.305e-02 |           45.2205 ‖
‖       110 |  72540 |              27601 |   2.301e-02 |           45.2204 ‖
‖       111 |  73393 |              27761 |   2.300e-02 |           45.2204 ‖
‖       112 |  74234 |              27933 |   2.297e-02 |           45.2205 ‖
‖       113 |  74989 |              28190 |   2.293e-02 |           45.2100 ‖
‖       114 |  75476 |              28706 |   2.293e-02 |           44.8364 ‖
‖       115 |  76026 |              29151 |   2.290e-02 |           44.8334 ‖
‖       116 |  76468 |              29693 |   2.288e-02 |           44.8252 ‖
‖       117 |  76839 |              30299 |   2.289e-02 |           44.5761 ‖
‖       118 |  77246 |              30837 |   2.292e-02 |           44.4956 ‖
‖       119 |  77617 |              31405 |   2.290e-02 |           44.4933 ‖
‖       120 |  78317 |              31702 |   2.290e-02 |           44.4638 ‖
‖       121 |  78966 |              32052 |   2.288e-02 |           44.4639 ‖
‖       122 |  79565 |              32445 |   2.285e-02 |           44.4489 ‖
‖       123 |  80160 |              32853 |   2.285e-02 |           44.3975 ‖
‖       124 |  80608 |              33382 |   2.284e-02 |           44.3976 ‖
‖       125 |  81064 |              33910 |   2.282e-02 |           44.3901 ‖
‖       126 |  81638 |              34314 |   2.284e-02 |           44.3850 ‖
‖       127 |  82112 |              34823 |   2.285e-02 |           44.3850 ‖
‖       128 |  82397 |              35487 |   2.283e-02 |           44.3851 ‖
‖       129 |  82882 |              35979 |   2.284e-02 |           44.3852 ‖
‖       130 |  83274 |              36548 |   2.283e-02 |           44.3852 ‖
‖       131 |  83526 |              37261 |   2.281e-02 |           44.2512 ‖
‖       132 |  83855 |              37901 |   2.280e-02 |           44.2513 ‖
‖       133 |  84248 |              38482 |   2.279e-02 |           44.2513 ‖
‖       134 |  84701 |              39016 |   2.280e-02 |           44.2514 ‖
‖       135 |  85131 |              39550 |   2.282e-02 |           44.2515 ‖
‖       136 |  85517 |              40099 |   2.284e-02 |           44.2516 ‖
‖       137 |  86070 |              40511 |   2.284e-02 |           44.2516 ‖
‖       138 |  86427 |              41146 |   2.281e-02 |           43.6053 ‖
‖       139 |  86699 |              41791 |   2.278e-02 |           42.9782 ‖
‖       140 |  87252 |              42203 |   2.275e-02 |           42.6970 ‖
‖       141 |  87694 |              42743 |   2.272e-02 |           42.4595 ‖
‖       142 |  88410 |              43034 |   2.269e-02 |           42.4596 ‖
‖       143 |  88790 |              43639 |   2.266e-02 |           41.8089 ‖
‖       144 |  89609 |              43839 |   2.263e-02 |           41.8069 ‖
‖       145 |  90257 |              44193 |   2.261e-02 |           41.8071 ‖
‖       146 |  91006 |              44456 |   2.258e-02 |           41.8070 ‖
‖       147 |  91519 |              44925 |   2.256e-02 |           41.8070 ‖
‖       148 |  91206 |              46159 |   2.256e-02 |           41.1178 ‖
‖       149 |  91498 |              46778 |   2.255e-02 |           41.1178 ‖
‖       150 |  91786 |              47471 |   2.253e-02 |           40.8462 ‖
‖       151 |  92211 |              48033 |   2.252e-02 |           40.8462 ‖
‖       152 |  92594 |              48631 |   2.250e-02 |           40.8463 ‖
‖       153 |  93008 |              49194 |   2.249e-02 |           40.8462 ‖
‖       154 |  93432 |              49755 |   2.248e-02 |           40.8462 ‖
‖       155 |  93595 |              50546 |   2.248e-02 |           40.7244 ‖
‖       156 |  93511 |              51597 |   2.246e-02 |           39.8557 ‖
‖       157 |  93678 |              52373 |   2.247e-02 |           39.8557 ‖
‖       158 |  93683 |              53337 |   2.246e-02 |           39.1548 ‖
‖       159 |  93714 |              54249 |   2.247e-02 |           38.6243 ‖
‖       160 |  93742 |              55149 |   2.247e-02 |           38.5103 ‖
‖       161 |  93909 |              55913 |   2.247e-02 |           38.5103 ‖
‖       162 |  94096 |              56646 |   2.248e-02 |           38.2284 ‖
‖       163 |  94677 |              57042 |   2.249e-02 |           38.1053 ‖
‖       164 |  95136 |              57536 |   2.249e-02 |           38.1023 ‖
‖       165 |  95643 |              58009 |   2.248e-02 |           38.0977 ‖
‖       166 |  96093 |              58532 |   2.248e-02 |           38.0977 ‖
‖       167 |  96471 |              59108 |   2.248e-02 |           38.0874 ‖
‖       168 |  96890 |              59663 |   2.249e-02 |           38.0340 ‖
‖       169 |  97485 |              60033 |   2.251e-02 |           38.0227 ‖
‖       170 |  98114 |              60389 |   2.251e-02 |           38.0226 ‖
‖       171 |  98738 |              60752 |   2.250e-02 |           38.0224 ‖
‖       172 |  99410 |              61065 |   2.249e-02 |           38.0220 ‖
‖       173 | 100024 |              61437 |   2.250e-02 |           38.0127 ‖
‖       174 | 100559 |              61895 |   2.249e-02 |           38.0125 ‖
‖       175 | 101056 |              62383 |   2.249e-02 |           38.0081 ‖
‖       176 | 101710 |              62725 |   2.250e-02 |           37.9902 ‖
‖       177 | 102370 |              63059 |   2.251e-02 |           37.9862 ‖
‖       178 | 102991 |              63410 |   2.251e-02 |           37.9838 ‖
‖       179 | 103703 |              63694 |   2.252e-02 |           37.9836 ‖
‖       180 | 104258 |              64110 |   2.252e-02 |           37.9836 ‖
‖       181 | 104515 |              64813 |   2.251e-02 |           37.9836 ‖
‖       182 | 104952 |              65329 |   2.251e-02 |           37.9836 ‖
‖       183 | 105351 |              65905 |   2.251e-02 |           37.9836 ‖
‖       184 | 105642 |              66571 |   2.252e-02 |           37.9835 ‖
‖       185 | 106089 |              67078 |   2.252e-02 |           37.9836 ‖
‖       186 | 106404 |              67709 |   2.252e-02 |           37.7396 ‖
‖       187 | 106520 |              68523 |   2.252e-02 |           37.5429 ‖
‖       188 | 106486 |              69518 |   2.252e-02 |           36.8661 ‖
‖       189 | 106641 |              70259 |   2.254e-02 |           36.4909 ‖
‖       190 | 107072 |              70797 |   2.254e-02 |           36.4909 ‖
‖       191 | 107433 |              71367 |   2.254e-02 |           36.0796 ‖
‖       192 | 107924 |              71830 |   2.254e-02 |           35.6343 ‖
‖       193 | 108585 |              72173 |   2.254e-02 |           35.3277 ‖
‖       194 | 109275 |              72461 |   2.253e-02 |           35.3277 ‖
‖       195 | 109527 |              73185 |   2.253e-02 |           35.1505 ‖
‖       196 | 109876 |              73797 |   2.254e-02 |           34.8174 ‖
‖       197 | 110521 |              74130 |   2.254e-02 |           34.8174 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.065 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_751.vnnlib: unknown
--- Verification time: 20.0833 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (50/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_420.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_420.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_420.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.592e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.456e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.172e-02 |           73.6426 ‖
‖         4 |      6 |                  1 |   3.156e-02 |           53.4706 ‖
‖         5 |      8 |                  5 |   3.139e-02 |           44.8126 ‖
‖         6 |     12 |                  9 |   3.008e-02 |           31.3964 ‖
‖         7 |     16 |                 16 |   2.986e-02 |           21.9182 ‖
‖         8 |     20 |                 28 |   2.751e-02 |           13.3026 ‖
‖         9 |     22 |                 44 |   2.709e-02 |            6.4097 ‖
‖        10 |     26 |                 60 |   2.653e-02 |            3.7849 ‖
‖        11 |     31 |                 79 |   2.641e-02 |            2.3900 ‖
‖        12 |     40 |                 98 |   2.580e-02 |            1.4929 ‖
‖        13 |     48 |                128 |   2.554e-02 |            0.9519 ‖
‖        14 |     58 |                164 |   2.512e-02 |            0.5881 ‖
‖        15 |     67 |                211 |   2.361e-02 |            0.3034 ‖
‖        16 |     70 |                267 |   2.401e-02 |            0.1546 ‖
‖        17 |     74 |                329 |   2.308e-02 |            0.0704 ‖
‖        18 |     70 |                394 |   2.309e-02 |            0.0394 ‖
‖        19 |     75 |                451 |   2.265e-02 |            0.0229 ‖
‖        20 |     83 |                512 |   2.241e-02 |            0.0128 ‖
‖        21 |     80 |                591 |   2.165e-02 |            0.0065 ‖
‖        22 |     76 |                667 |   2.049e-02 |            0.0026 ‖
‖        23 |     53 |                754 |   1.846e-02 |            0.0008 ‖
‖        24 |     34 |                811 |   1.993e-02 |            0.0003 ‖
‖        25 |     31 |                843 |   1.911e-02 |            0.0001 ‖
‖        26 |     21 |                877 |   1.918e-02 |            0.0000 ‖
‖        27 |     14 |                901 |   1.801e-02 |            0.0000 ‖
‖        28 |      9 |                916 |   1.905e-02 |            0.0000 ‖
‖        29 |      4 |                929 |   1.897e-02 |            0.0000 ‖
‖        30 |      1 |                935 |   1.919e-02 |            0.0000 ‖
‖        31 |      1 |                936 |   1.881e-02 |            0.0000 ‖
‖        32 |      0 |                938 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.926 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_420.vnnlib: unsat
--- Verification time: 0.9364 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (51/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7428.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7428.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7428.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.497e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7428.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (52/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2118.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2118.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2118.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.958e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2118.vnnlib: sat
--- Verification time: 0.0160 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (53/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_517.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_517.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_517.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.438e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_517.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (54/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_680.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_680.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_680.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.409e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_680.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (55/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1928.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1928.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1928.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.537e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1928.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (56/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2735.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2735.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2735.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.577e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2735.vnnlib: sat
--- Verification time: 0.0185 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (57/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_537.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_537.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_537.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.647e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.012 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_537.vnnlib: sat
--- Verification time: 0.0231 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (58/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1413.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1413.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1413.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.854e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1413.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (59/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2930.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2930.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2930.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.534e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2930.vnnlib: sat
--- Verification time: 0.0164 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (60/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6219.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6219.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6219.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.725e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.634e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.566e-02 |          100.0001 ‖
‖         4 |      7 |                  1 |   3.470e-02 |           82.1616 ‖
‖         5 |     11 |                  4 |   3.382e-02 |           66.5883 ‖
‖         6 |     16 |                 10 |   3.240e-02 |           40.3446 ‖
‖         7 |     20 |                 20 |   3.180e-02 |           27.0825 ‖
‖         8 |     22 |                 37 |   3.153e-02 |           15.7824 ‖
‖         9 |     19 |                 62 |   3.018e-02 |            6.3768 ‖
‖        10 |     12 |                 87 |   2.803e-02 |            1.5402 ‖
‖        11 |      3 |                104 |   2.708e-02 |            0.1822 ‖
‖        12 |      1 |                108 |   2.781e-02 |            0.0488 ‖
‖        13 |      1 |                109 |   5.583e-03 |            0.0000 ‖
‖        14 |      0 |                110 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.308 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6219.vnnlib: unsat
--- Verification time: 0.3191 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (61/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7251.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7251.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7251.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.012e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7251.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (62/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4909.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4909.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4909.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.646e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.537e-02 |           34.5386 ‖
‖         3 |      1 |                  2 |   3.440e-02 |           13.6353 ‖
‖         4 |      1 |                  3 |   3.222e-02 |            1.0995 ‖
‖         5 |      0 |                  5 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.089 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4909.vnnlib: unsat
--- Verification time: 0.0987 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (63/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.152e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2328.vnnlib: sat
--- Verification time: 0.0164 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (64/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4873.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4873.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4873.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.136e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4873.vnnlib: sat
--- Verification time: 0.0190 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (65/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3534.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3534.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3534.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.255e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3534.vnnlib: sat
--- Verification time: 0.0186 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (66/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5026.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5026.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5026.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.901e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5026.vnnlib: sat
--- Verification time: 0.0223 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (67/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7625.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7625.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7625.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.178e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.012 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7625.vnnlib: sat
--- Verification time: 0.0236 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (68/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5432.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5432.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5432.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.960e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5432.vnnlib: sat
--- Verification time: 0.0220 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (69/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_121.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_121.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_121.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.655e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_121.vnnlib: sat
--- Verification time: 0.0207 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (70/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1238.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1238.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1238.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.799e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1238.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (71/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4056.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4056.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4056.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.581e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.501e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.416e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.318e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.248e-02 |          100.0001 ‖
‖         6 |     31 |                  1 |   3.162e-02 |           94.2313 ‖
‖         7 |     55 |                  8 |   3.082e-02 |           84.3093 ‖
‖         8 |     94 |                 24 |   2.931e-02 |           68.9074 ‖
‖         9 |    150 |                 59 |   2.863e-02 |           52.8019 ‖
‖        10 |    212 |                140 |   2.795e-02 |           36.4758 ‖
‖        11 |    287 |                264 |   2.748e-02 |           24.8889 ‖
‖        12 |    378 |                447 |   2.675e-02 |           16.2952 ‖
‖        13 |    490 |                693 |   2.569e-02 |            9.9871 ‖
‖        14 |    595 |               1026 |   2.543e-02 |            6.1858 ‖
‖        15 |    673 |               1488 |   2.471e-02 |            3.4476 ‖
‖        16 |    693 |               2070 |   2.396e-02 |            1.7756 ‖
‖        17 |    733 |               2650 |   2.305e-02 |            0.8987 ‖
‖        18 |    750 |               3267 |   2.240e-02 |            0.4418 ‖
‖        19 |    703 |               3939 |   2.211e-02 |            0.2120 ‖
‖        20 |    650 |               4599 |   2.155e-02 |            0.0941 ‖
‖        21 |    565 |               5242 |   2.109e-02 |            0.0401 ‖
‖        22 |    472 |               5806 |   2.072e-02 |            0.0162 ‖
‖        23 |    360 |               6312 |   2.000e-02 |            0.0061 ‖
‖        24 |    250 |               6715 |   1.971e-02 |            0.0021 ‖
‖        25 |    169 |               6999 |   1.964e-02 |            0.0008 ‖
‖        26 |    126 |               7187 |   1.883e-02 |            0.0002 ‖
‖        27 |     76 |               7336 |   1.713e-02 |            0.0001 ‖
‖        28 |     39 |               7426 |   1.797e-02 |            0.0000 ‖
‖        29 |     21 |               7477 |   1.782e-02 |            0.0000 ‖
‖        30 |      7 |               7507 |   1.667e-02 |            0.0000 ‖
‖        31 |      6 |               7514 |   1.805e-02 |            0.0000 ‖
‖        32 |      1 |               7524 |   1.684e-02 |            0.0000 ‖
‖        33 |      0 |               7526 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.784 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4056.vnnlib: unsat
--- Verification time: 1.7946 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (72/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4259.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4259.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4259.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.518e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.381e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.313e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.219e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.132e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.048e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.970e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.896e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.813e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.725e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.632e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   3.534e-02 |           99.9998 ‖
‖        13 |   3071 |                  1 |   3.471e-02 |           99.9675 ‖
‖        14 |   4095 |                  1 |   3.430e-02 |           99.9678 ‖
‖        15 |   5119 |                  1 |   3.399e-02 |           99.9690 ‖
‖        16 |   6127 |                 17 |   3.367e-02 |           99.7158 ‖
‖        17 |   7151 |                 17 |   3.338e-02 |           99.7159 ‖
‖        18 |   8175 |                 17 |   3.313e-02 |           99.7160 ‖
‖        18 |   7151 |                 17 |   3.321e-02 |           86.8249 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.720 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4259.vnnlib: sat
--- Verification time: 0.7320 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (73/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_215.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_215.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_215.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.936e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.830e-02 |           92.8963 ‖
‖         3 |      4 |                  0 |   3.747e-02 |           72.3347 ‖
‖         4 |      6 |                  2 |   3.745e-02 |           68.0506 ‖
‖         5 |     12 |                  2 |   3.648e-02 |           64.6540 ‖
‖         6 |     20 |                  6 |   3.601e-02 |           58.1880 ‖
‖         7 |     35 |                 11 |   3.514e-02 |           51.6754 ‖
‖         8 |     63 |                 18 |   3.410e-02 |           46.4744 ‖
‖         9 |    112 |                 31 |   3.326e-02 |           40.2382 ‖
‖        10 |    191 |                 59 |   3.304e-02 |           35.3343 ‖
‖        11 |    330 |                106 |   3.226e-02 |           29.6320 ‖
‖        12 |    548 |                202 |   3.170e-02 |           24.7790 ‖
‖        13 |    881 |                398 |   3.108e-02 |           19.2849 ‖
‖        14 |   1373 |                742 |   3.060e-02 |           15.1999 ‖
‖        15 |   1892 |               1205 |   3.024e-02 |           12.4547 ‖
‖        16 |   2532 |               1547 |   3.001e-02 |           11.1861 ‖
‖        17 |   3058 |               2011 |   2.955e-02 |            9.8008 ‖
‖        18 |   3629 |               2405 |   2.938e-02 |            9.0744 ‖
‖        19 |   4166 |               2858 |   2.900e-02 |            8.0167 ‖
‖        20 |   4714 |               3268 |   2.878e-02 |            7.6249 ‖
‖        21 |   4840 |               4071 |   2.845e-02 |            6.7747 ‖
‖        22 |   5221 |               4646 |   2.825e-02 |            6.5544 ‖
‖        23 |   5311 |               5506 |   2.813e-02 |            5.9385 ‖
‖        24 |   5364 |               6371 |   2.808e-02 |            5.7212 ‖
‖        25 |   5249 |               7428 |   2.787e-02 |            4.8825 ‖
‖        26 |   5110 |               8414 |   2.787e-02 |            4.5282 ‖
‖        27 |   4952 |               9486 |   2.782e-02 |            4.1224 ‖
‖        28 |   4899 |              10435 |   2.771e-02 |            3.9008 ‖
‖        29 |   4517 |              11699 |   2.767e-02 |            3.4441 ‖
‖        30 |   4133 |              12957 |   2.765e-02 |            3.2341 ‖
‖        31 |   3898 |              14103 |   2.756e-02 |            3.0032 ‖
‖        32 |   3626 |              15282 |   2.738e-02 |            2.5865 ‖
‖        33 |   3458 |              16339 |   2.737e-02 |            2.2171 ‖
‖        34 |   3066 |              17634 |   2.716e-02 |            1.7895 ‖
‖        35 |   2637 |              18936 |   2.708e-02 |            1.3674 ‖
‖        36 |   2082 |              20383 |   2.687e-02 |            0.9730 ‖
‖        37 |   1519 |              21820 |   2.661e-02 |            0.6514 ‖
‖        38 |    947 |              23275 |   2.642e-02 |            0.3699 ‖
‖        39 |    368 |              24679 |   2.449e-02 |            0.0529 ‖
‖        40 |     90 |              25227 |   2.409e-02 |            0.0061 ‖
‖        41 |     22 |              25357 |   2.324e-02 |            0.0008 ‖
‖        42 |      2 |              25393 |   2.006e-02 |            0.0000 ‖
‖        43 |      0 |              25395 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 3.012 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_215.vnnlib: unsat
--- Verification time: 3.0221 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (74/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3402.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3402.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3402.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.716e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.561e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.431e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.354e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.254e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.165e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.093 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3402.vnnlib: sat
--- Verification time: 0.1046 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (75/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_583.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_583.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_583.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.019e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.920e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.796e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.683e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.584e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.533e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.451e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.365e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.283e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.208e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.143e-02 |          100.0000 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.248 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_583.vnnlib: sat
--- Verification time: 0.2582 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (76/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3106.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3106.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3106.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.119e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.952e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.853e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.771e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.690e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.586e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.482e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.373e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.269e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.163e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.057e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   3.971e-02 |          100.0003 ‖
‖        13 |   3072 |                  0 |   3.918e-02 |          100.0004 ‖
‖        14 |   4096 |                  0 |   3.882e-02 |          100.0010 ‖
‖        15 |   5120 |                  0 |   3.853e-02 |          100.0012 ‖
‖        16 |   6144 |                  0 |   3.821e-02 |          100.0010 ‖
‖        17 |   7168 |                  0 |   3.790e-02 |          100.0013 ‖
‖        18 |   8192 |                  0 |   3.765e-02 |          100.0014 ‖
‖        19 |   9216 |                  0 |   3.742e-02 |          100.0014 ‖
‖        20 |  10240 |                  0 |   3.720e-02 |          100.0009 ‖
‖        21 |  11264 |                  0 |   3.696e-02 |          100.0010 ‖
‖        22 |  12288 |                  0 |   3.677e-02 |          100.0014 ‖
‖        23 |  13312 |                  0 |   3.658e-02 |          100.0002 ‖
‖        24 |  14336 |                  0 |   3.635e-02 |          100.0002 ‖
‖        25 |  15360 |                  0 |   3.615e-02 |          100.0002 ‖
‖        26 |  16384 |                  0 |   3.596e-02 |          100.0003 ‖
‖        27 |  17408 |                  0 |   3.571e-02 |          100.0009 ‖
‖        28 |  18432 |                  0 |   3.552e-02 |          100.0004 ‖
‖        29 |  19456 |                  0 |   3.533e-02 |          100.0005 ‖
‖        30 |  20480 |                  0 |   3.509e-02 |          100.0002 ‖
‖        31 |  21504 |                  0 |   3.490e-02 |          100.0003 ‖
‖        32 |  22528 |                  0 |   3.472e-02 |          100.0005 ‖
‖        33 |  23552 |                  0 |   3.447e-02 |          100.0009 ‖
‖        33 |  22528 |                  0 |   3.459e-02 |           93.8358 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.480 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3106.vnnlib: sat
--- Verification time: 1.4919 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (77/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3232.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3232.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3232.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.479e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3232.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (78/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7547.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7547.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7547.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.686e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7547.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (79/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2695.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2695.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2695.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.928e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.782e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.710e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.597e-02 |           92.1121 ‖
‖         5 |     14 |                  2 |   4.564e-02 |           83.6948 ‖
‖         6 |     26 |                  4 |   4.404e-02 |           76.4422 ‖
‖         7 |     46 |                 10 |   4.319e-02 |           70.7209 ‖
‖         8 |     86 |                 16 |   4.262e-02 |           65.5620 ‖
‖         9 |    157 |                 31 |   4.175e-02 |           59.0248 ‖
‖        10 |    286 |                 55 |   4.119e-02 |           54.1861 ‖
‖        11 |    523 |                101 |   4.075e-02 |           49.6505 ‖
‖        12 |    950 |                194 |   3.995e-02 |           44.9614 ‖
‖        13 |   1711 |                367 |   3.926e-02 |           40.5778 ‖
‖        14 |   2373 |                704 |   3.872e-02 |           35.8635 ‖
‖        15 |   3395 |                705 |   3.848e-02 |           35.8571 ‖
‖        16 |   3962 |               1114 |   3.808e-02 |           33.3672 ‖
‖        17 |   4689 |               1381 |   3.773e-02 |           31.7695 ‖
‖        18 |   5633 |               1461 |   3.747e-02 |           31.0669 ‖
‖        19 |   6638 |               1480 |   3.724e-02 |           30.7844 ‖
‖        20 |   7662 |               1480 |   3.702e-02 |           30.7843 ‖
‖        21 |   8389 |               1731 |   3.681e-02 |           30.1454 ‖
‖        22 |   9357 |               1768 |   3.664e-02 |           30.1146 ‖
‖        23 |  10183 |               1941 |   3.641e-02 |           29.6055 ‖
‖        24 |  10964 |               2169 |   3.620e-02 |           28.8848 ‖
‖        25 |  11988 |               2169 |   3.597e-02 |           28.8846 ‖
‖        26 |  12709 |               2449 |   3.580e-02 |           27.8878 ‖
‖        27 |  13731 |               2450 |   3.567e-02 |           27.8878 ‖
‖        28 |  14755 |               2450 |   3.548e-02 |           27.8878 ‖
‖        29 |  15457 |               2761 |   3.521e-02 |           26.6508 ‖
‖        30 |  16362 |               2879 |   3.499e-02 |           26.0992 ‖
‖        31 |  17386 |               2879 |   3.476e-02 |           26.0979 ‖
‖        32 |  18380 |               2909 |   3.458e-02 |           25.8617 ‖
‖        33 |  19404 |               2909 |   3.439e-02 |           25.8618 ‖
‖        34 |  20392 |               2927 |   3.421e-02 |           25.8618 ‖
‖        35 |  21310 |               3020 |   3.402e-02 |           25.7643 ‖
‖        36 |  22334 |               3020 |   3.386e-02 |           25.7642 ‖
‖        37 |  23358 |               3020 |   3.368e-02 |           25.7491 ‖
‖        38 |  24382 |               3020 |   3.350e-02 |           25.7488 ‖
‖        39 |  25406 |               3020 |   3.331e-02 |           25.7487 ‖
‖        40 |  26311 |               3115 |   3.311e-02 |           25.6635 ‖
‖        41 |  27335 |               3115 |   3.295e-02 |           25.6634 ‖
‖        42 |  28265 |               3185 |   3.278e-02 |           25.5956 ‖
‖        43 |  29104 |               3358 |   3.263e-02 |           25.3721 ‖
‖        44 |  30116 |               3368 |   3.246e-02 |           25.3720 ‖
‖        45 |  31009 |               3498 |   3.233e-02 |           25.3720 ‖
‖        46 |  31689 |               3815 |   3.225e-02 |           25.3720 ‖
‖        47 |  32242 |               4233 |   3.225e-02 |           25.3720 ‖
‖        48 |  32196 |               5204 |   3.228e-02 |           24.9554 ‖
‖        49 |  32829 |               5537 |   3.233e-02 |           24.9551 ‖
‖        50 |  33612 |               5736 |   3.230e-02 |           24.9552 ‖
‖        51 |  34290 |               6050 |   3.230e-02 |           24.9552 ‖
‖        52 |  34868 |               6447 |   3.232e-02 |           24.9552 ‖
‖        53 |  35360 |               6922 |   3.232e-02 |           24.9553 ‖
‖        54 |  35761 |               7473 |   3.242e-02 |           24.9556 ‖
‖        55 |  36318 |               7897 |   3.249e-02 |           24.9558 ‖
‖        56 |  36829 |               8318 |   3.251e-02 |           24.8795 ‖
‖        57 |  37162 |               8977 |   3.246e-02 |           24.0163 ‖
‖        58 |  38039 |               9107 |   3.237e-02 |           23.9060 ‖
‖        59 |  38634 |               9493 |   3.229e-02 |           23.3187 ‖
‖        60 |  39467 |               9680 |   3.224e-02 |           22.9905 ‖
‖        61 |  40481 |               9690 |   3.211e-02 |           22.9717 ‖
‖        62 |  41504 |               9691 |   3.206e-02 |           22.9700 ‖
‖        63 |  42528 |               9691 |   3.199e-02 |           22.9700 ‖
‖        64 |  43512 |               9715 |   3.187e-02 |           22.9567 ‖
‖        65 |  44211 |              10029 |   3.180e-02 |           22.3773 ‖
‖        66 |  45153 |              10109 |   3.174e-02 |           22.1998 ‖
‖        67 |  46175 |              10111 |   3.161e-02 |           22.1885 ‖
‖        68 |  47197 |              10113 |   3.156e-02 |           22.1822 ‖
‖        69 |  48177 |              10153 |   3.151e-02 |           22.1821 ‖
‖        70 |  49142 |              10205 |   3.139e-02 |           22.1822 ‖
‖        71 |  50113 |              10248 |   3.135e-02 |           22.1821 ‖
‖        72 |  51002 |              10373 |   3.130e-02 |           22.1820 ‖
‖        73 |  51786 |              10590 |   3.121e-02 |           22.1647 ‖
‖        74 |  52569 |              10810 |   3.120e-02 |           22.1646 ‖
‖        75 |  53438 |              10934 |   3.115e-02 |           22.1644 ‖
‖        76 |  54390 |              10990 |   3.107e-02 |           22.1645 ‖
‖        77 |  55393 |              11010 |   3.104e-02 |           22.1643 ‖
‖        78 |  56378 |              11047 |   3.097e-02 |           22.1643 ‖
‖        79 |  57205 |              11237 |   3.088e-02 |           21.9784 ‖
‖        80 |  58081 |              11376 |   3.086e-02 |           21.9058 ‖
‖        81 |  58864 |              11586 |   3.081e-02 |           21.9058 ‖
‖        82 |  59615 |              11825 |   3.075e-02 |           21.8596 ‖
‖        83 |  60386 |              12051 |   3.075e-02 |           21.8548 ‖
‖        84 |  61146 |              12288 |   3.071e-02 |           21.8549 ‖
‖        85 |  61945 |              12490 |   3.064e-02 |           21.8549 ‖
‖        86 |  62765 |              12669 |   3.062e-02 |           21.8549 ‖
‖        87 |  63488 |              12939 |   3.058e-02 |           21.8549 ‖
‖        88 |  64125 |              13296 |   3.052e-02 |           21.8345 ‖
‖        89 |  64687 |              13732 |   3.052e-02 |           21.8345 ‖
‖        90 |  65123 |              14256 |   3.050e-02 |           21.8345 ‖
‖        91 |  65879 |              14483 |   3.046e-02 |           21.8345 ‖
‖        92 |  66632 |              14733 |   3.045e-02 |           21.8345 ‖
‖        93 |  67387 |              14978 |   3.038e-02 |           21.8345 ‖
‖        94 |  68126 |              15236 |   3.032e-02 |           21.8152 ‖
‖        95 |  68849 |              15499 |   3.030e-02 |           21.8152 ‖
‖        96 |  69431 |              15882 |   3.023e-02 |           21.8151 ‖
‖        97 |  69706 |              16567 |   3.019e-02 |           21.5411 ‖
‖        98 |  70196 |              17053 |   3.020e-02 |           21.4979 ‖
‖        99 |  70649 |              17580 |   3.016e-02 |           21.4906 ‖
‖       100 |  71198 |              18001 |   3.018e-02 |           21.4871 ‖
‖       101 |  71870 |              18304 |   3.016e-02 |           21.4872 ‖
‖       102 |  72566 |              18600 |   3.007e-02 |           21.4872 ‖
‖       103 |  73438 |              18716 |   3.005e-02 |           21.4827 ‖
‖       104 |  74272 |              18890 |   3.000e-02 |           21.4827 ‖
‖       105 |  74827 |              19330 |   2.995e-02 |           21.4827 ‖
‖       106 |  75406 |              19711 |   2.994e-02 |           21.4828 ‖
‖       107 |  75724 |              20340 |   2.995e-02 |           21.4828 ‖
‖       108 |  76190 |              20828 |   2.997e-02 |           21.4828 ‖
‖       109 |  76591 |              21382 |   3.000e-02 |           21.4829 ‖
‖       110 |  76913 |              22017 |   3.002e-02 |           21.3361 ‖
‖       111 |  77561 |              22353 |   3.005e-02 |           21.3248 ‖
‖       112 |  78272 |              22626 |   3.007e-02 |           21.3247 ‖
‖       113 |  78967 |              22928 |   3.009e-02 |           21.3208 ‖
‖       114 |  79602 |              23280 |   3.010e-02 |           21.3208 ‖
‖       115 |  80271 |              23590 |   3.013e-02 |           21.3005 ‖
‖       116 |  81117 |              23740 |   3.017e-02 |           21.2952 ‖
‖       117 |  82037 |              23831 |   3.019e-02 |           21.2952 ‖
‖       118 |  82970 |              23913 |   3.021e-02 |           21.2948 ‖
‖       119 |  83856 |              24038 |   3.022e-02 |           21.2949 ‖
‖       120 |  84747 |              24161 |   3.023e-02 |           21.2949 ‖
‖       121 |  85701 |              24220 |   3.022e-02 |           21.2949 ‖
‖       122 |  86642 |              24297 |   3.022e-02 |           21.2948 ‖
‖       123 |  87509 |              24443 |   3.024e-02 |           21.2947 ‖
‖       124 |  88333 |              24629 |   3.025e-02 |           21.2947 ‖
‖       125 |  89099 |              24852 |   3.026e-02 |           21.2752 ‖
‖       126 |  90061 |              24897 |   3.025e-02 |           21.2752 ‖
‖       127 |  91013 |              24936 |   3.023e-02 |           21.2732 ‖
‖       128 |  91348 |              25588 |   3.019e-02 |           20.8156 ‖
‖       129 |  92134 |              25806 |   3.017e-02 |           20.7351 ‖
‖       130 |  93039 |              25913 |   3.014e-02 |           20.7351 ‖
‖       131 |  93995 |              25971 |   3.011e-02 |           20.7351 ‖
‖       132 |  94476 |              26475 |   3.007e-02 |           20.3880 ‖
‖       133 |  95401 |              26569 |   3.003e-02 |           20.3494 ‖
‖       134 |  95991 |              26979 |   2.999e-02 |           20.0714 ‖
‖       135 |  96637 |              27353 |   2.996e-02 |           19.7749 ‖
‖       136 |  97623 |              27388 |   2.992e-02 |           19.7749 ‖
‖       137 |  98570 |              27458 |   2.988e-02 |           19.7453 ‖
‖       138 |  99572 |              27478 |   2.984e-02 |           19.7453 ‖
‖       139 | 100555 |              27517 |   2.979e-02 |           19.7453 ‖
‖       140 | 101465 |              27616 |   2.979e-02 |           19.7242 ‖
‖       141 | 102416 |              27679 |   2.978e-02 |           19.7242 ‖
‖       142 | 103344 |              27763 |   2.975e-02 |           19.7242 ‖
‖       143 | 104346 |              27779 |   2.974e-02 |           19.7242 ‖
‖       144 | 105370 |              27779 |   2.971e-02 |           19.7242 ‖
‖       145 | 106394 |              27779 |   2.967e-02 |           19.7242 ‖
‖       146 | 107397 |              27800 |   2.963e-02 |           19.7213 ‖
‖       147 | 108373 |              27847 |   2.959e-02 |           19.7213 ‖
‖       148 | 109130 |              28083 |   2.956e-02 |           19.7213 ‖
‖       149 | 109241 |              28930 |   2.953e-02 |           19.2665 ‖
‖       150 | 109907 |              29255 |   2.950e-02 |           19.1544 ‖
‖       151 | 110431 |              29720 |   2.946e-02 |           18.8568 ‖
‖       152 | 111176 |              29992 |   2.945e-02 |           18.6114 ‖
‖       153 | 112129 |              30055 |   2.940e-02 |           18.6114 ‖
‖       154 | 112958 |              30233 |   2.936e-02 |           18.5637 ‖
‖       155 | 113806 |              30390 |   2.932e-02 |           18.5637 ‖
‖       156 | 114570 |              30629 |   2.929e-02 |           18.5637 ‖
‖       157 | 115240 |              30957 |   2.929e-02 |           18.4459 ‖
‖       158 | 116086 |              31119 |   2.930e-02 |           18.4432 ‖
‖       159 | 116928 |              31291 |   2.927e-02 |           18.4432 ‖
‖       160 | 117874 |              31351 |   2.926e-02 |           18.4428 ‖
‖       161 | 118834 |              31412 |   2.925e-02 |           18.4428 ‖
‖       162 | 119754 |              31507 |   2.921e-02 |           18.4428 ‖
‖       163 | 120601 |              31666 |   2.917e-02 |           18.4428 ‖
‖       164 | 121316 |              31948 |   2.915e-02 |           18.4428 ‖
‖       165 | 121987 |              32274 |   2.912e-02 |           18.4428 ‖
‖       166 | 122746 |              32514 |   2.913e-02 |           18.4428 ‖
‖       167 | 123560 |              32699 |   2.913e-02 |           18.4428 ‖
‖       168 | 124331 |              32932 |   2.911e-02 |           18.4428 ‖
‖       169 | 125184 |              33091 |   2.910e-02 |           18.4428 ‖
‖       170 | 125996 |              33293 |   2.908e-02 |           18.4428 ‖
‖       171 | 126626 |              33657 |   2.906e-02 |           18.4416 ‖
‖       172 | 127146 |              34105 |   2.904e-02 |           18.4416 ‖
‖       173 | 127643 |              34578 |   2.903e-02 |           18.4416 ‖
‖       174 | 128285 |              34916 |   2.904e-02 |           18.4416 ‖
‖       175 | 128998 |              35184 |   2.905e-02 |           18.4417 ‖
‖       176 | 129828 |              35355 |   2.904e-02 |           18.4416 ‖
‖       177 | 130731 |              35461 |   2.903e-02 |           18.4416 ‖
‖       178 | 131547 |              35656 |   2.899e-02 |           18.4416 ‖
‖       179 | 132266 |              35931 |   2.899e-02 |           18.4416 ‖
‖       180 | 132970 |              36227 |   2.896e-02 |           18.4416 ‖
‖       181 | 133675 |              36514 |   2.893e-02 |           18.4416 ‖
‖       182 | 134502 |              36688 |   2.893e-02 |           18.4416 ‖
‖       183 | 135348 |              36849 |   2.893e-02 |           18.4416 ‖
‖       184 | 136155 |              37049 |   2.891e-02 |           18.4416 ‖
‖       185 | 136920 |              37288 |   2.890e-02 |           18.4416 ‖
‖       186 | 137626 |              37571 |   2.889e-02 |           18.4416 ‖
‖       187 | 138286 |              37905 |   2.886e-02 |           18.4416 ‖
‖       188 | 138600 |              38559 |   2.884e-02 |           18.1887 ‖
‖       189 | 139216 |              38922 |   2.881e-02 |           18.1887 ‖
‖       190 | 139659 |              39463 |   2.878e-02 |           18.0614 ‖
‖       191 | 139959 |              40137 |   2.878e-02 |           17.7924 ‖
‖       192 | 140308 |              40746 |   2.879e-02 |           17.7775 ‖
‖       193 | 140791 |              41226 |   2.880e-02 |           17.7776 ‖
‖       194 | 141447 |              41555 |   2.879e-02 |           17.7776 ‖
‖       195 | 142126 |              41869 |   2.877e-02 |           17.7682 ‖
‖       196 | 142821 |              42174 |   2.875e-02 |           17.5836 ‖
‖       197 | 143726 |              42281 |   2.871e-02 |           17.5836 ‖
‖       198 | 144504 |              42509 |   2.868e-02 |           17.4378 ‖
‖       199 | 145416 |              42610 |   2.868e-02 |           17.3956 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.051 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2695.vnnlib: unknown
--- Verification time: 20.0684 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (80/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1741.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1741.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1741.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.075e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1741.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (81/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1408.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1408.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1408.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.382e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1408.vnnlib: unsat
--- Verification time: 0.0314 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (82/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2359.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2359.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2359.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.032e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2359.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (83/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1939.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1939.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1939.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.625e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1939.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (84/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7437.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7437.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7437.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.676e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7437.vnnlib: sat
--- Verification time: 0.0195 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (85/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7206.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7206.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7206.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.812e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7206.vnnlib: sat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (86/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1044.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1044.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1044.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.934e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1044.vnnlib: sat
--- Verification time: 0.0170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (87/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4016.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4016.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4016.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.237e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.153e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.094e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.031e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   2.969e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   2.912e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   2.851e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   2.791e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.726e-02 |          100.0000 ‖
‖        10 |    511 |                  1 |   2.661e-02 |           99.6498 ‖
‖        11 |   1009 |                 14 |   2.600e-02 |           97.5387 ‖
‖        12 |   1926 |                104 |   2.536e-02 |           92.0990 ‖
‖        13 |   2719 |                320 |   2.505e-02 |           85.7687 ‖
‖        14 |   3698 |                361 |   2.485e-02 |           84.5513 ‖
‖        15 |   4582 |                486 |   2.465e-02 |           83.1135 ‖
‖        16 |   5228 |                844 |   2.437e-02 |           78.5812 ‖
‖        17 |   6159 |                918 |   2.418e-02 |           77.8491 ‖
‖        18 |   7074 |               1023 |   2.397e-02 |           76.2180 ‖
‖        19 |   8028 |               1088 |   2.380e-02 |           75.3441 ‖
‖        20 |   9034 |               1105 |   2.363e-02 |           75.2535 ‖
‖        21 |   9879 |               1273 |   2.346e-02 |           74.0840 ‖
‖        22 |  10855 |               1317 |   2.332e-02 |           73.9490 ‖
‖        23 |  11759 |               1429 |   2.315e-02 |           73.7836 ‖
‖        24 |  11998 |               2169 |   2.297e-02 |           70.4473 ‖
‖        25 |  12658 |               2486 |   2.284e-02 |           69.9586 ‖
‖        26 |  13118 |               3008 |   2.275e-02 |           68.5909 ‖
‖        27 |  13656 |               3447 |   2.275e-02 |           68.5029 ‖
‖        28 |  14069 |               4013 |   2.271e-02 |           68.4870 ‖
‖        29 |  14234 |               4797 |   2.270e-02 |           66.1145 ‖
‖        30 |  14835 |               5155 |   2.270e-02 |           65.7296 ‖
‖        31 |  15539 |               5426 |   2.265e-02 |           65.3809 ‖
‖        32 |  16085 |               5869 |   2.258e-02 |           63.4386 ‖
‖        33 |  16650 |               6295 |   2.251e-02 |           62.8180 ‖
‖        34 |  17138 |               6767 |   2.246e-02 |           62.5154 ‖
‖        35 |  17717 |               7151 |   2.245e-02 |           62.2977 ‖
‖        36 |  18320 |               7533 |   2.241e-02 |           62.2260 ‖
‖        37 |  18680 |               8122 |   2.236e-02 |           61.4811 ‖
‖        38 |  19273 |               8502 |   2.234e-02 |           60.7301 ‖
‖        39 |  19840 |               8914 |   2.227e-02 |           60.7197 ‖
‖        40 |  20382 |               9335 |   2.225e-02 |           60.2603 ‖
‖        41 |  20993 |               9711 |   2.224e-02 |           60.1135 ‖
‖        42 |  21391 |              10271 |   2.220e-02 |           60.1027 ‖
‖        43 |  21803 |              10819 |   2.218e-02 |           59.9287 ‖
‖        44 |  22308 |              11279 |   2.217e-02 |           59.9156 ‖
‖        45 |  22605 |              11935 |   2.214e-02 |           59.8419 ‖
‖        46 |  22557 |              12858 |   2.210e-02 |           58.4495 ‖
‖        47 |  22677 |              13677 |   2.207e-02 |           58.0501 ‖
‖        48 |  23016 |              14260 |   2.207e-02 |           58.0131 ‖
‖        49 |  23228 |              14990 |   2.206e-02 |           57.5057 ‖
‖        50 |  23382 |              15741 |   2.206e-02 |           56.6569 ‖
‖        51 |  23728 |              16354 |   2.207e-02 |           56.4606 ‖
‖        52 |  24179 |              16859 |   2.209e-02 |           56.1502 ‖
‖        53 |  24707 |              17290 |   2.209e-02 |           56.0495 ‖
‖        54 |  25219 |              17740 |   2.207e-02 |           55.9987 ‖
‖        55 |  25493 |              18408 |   2.204e-02 |           55.1583 ‖
‖        56 |  25604 |              19205 |   2.202e-02 |           54.0707 ‖
‖        57 |  26026 |              19742 |   2.202e-02 |           53.7501 ‖
‖        58 |  26378 |              20354 |   2.201e-02 |           53.6423 ‖
‖        59 |  26610 |              21059 |   2.199e-02 |           53.3128 ‖
‖        60 |  26930 |              21686 |   2.197e-02 |           53.2852 ‖
‖        61 |  27151 |              22397 |   2.194e-02 |           52.2933 ‖
‖        62 |  27333 |              23130 |   2.192e-02 |           51.3255 ‖
‖        63 |  27663 |              23763 |   2.188e-02 |           50.6746 ‖
‖        64 |  27724 |              24618 |   2.187e-02 |           49.9525 ‖
‖        65 |  27870 |              25397 |   2.185e-02 |           49.4973 ‖
‖        66 |  28051 |              26148 |   2.183e-02 |           49.4229 ‖
‖        67 |  28308 |              26828 |   2.182e-02 |           49.0364 ‖
‖        68 |  28691 |              27403 |   2.181e-02 |           48.6294 ‖
‖        69 |  29016 |              28022 |   2.181e-02 |           48.4827 ‖
‖        70 |  29349 |              28635 |   2.180e-02 |           48.4106 ‖
‖        71 |  29429 |              29477 |   2.180e-02 |           48.1319 ‖
‖        72 |  29516 |              30309 |   2.178e-02 |           47.9790 ‖
‖        73 |  29681 |              31073 |   2.177e-02 |           47.4316 ‖
‖        74 |  29954 |              31740 |   2.177e-02 |           46.6471 ‖
‖        75 |  30188 |              32436 |   2.176e-02 |           46.5675 ‖
‖        76 |  30367 |              33186 |   2.176e-02 |           46.5514 ‖
‖        77 |  30547 |              33954 |   2.174e-02 |           46.2299 ‖
‖        78 |  30862 |              34572 |   2.174e-02 |           45.6126 ‖
‖        79 |  30953 |              35415 |   2.173e-02 |           45.4214 ‖
‖        80 |  31228 |              36071 |   2.174e-02 |           44.9318 ‖
‖        81 |  31479 |              36755 |   2.175e-02 |           44.6104 ‖
‖        82 |  31683 |              37465 |   2.175e-02 |           44.4969 ‖
‖        83 |  31736 |              38326 |   2.174e-02 |           44.3789 ‖
‖        84 |  31976 |              39016 |   2.174e-02 |           44.1831 ‖
‖        85 |  32226 |              39694 |   2.174e-02 |           44.0936 ‖
‖        86 |  32560 |              40306 |   2.174e-02 |           44.0297 ‖
‖        87 |  32931 |              40887 |   2.173e-02 |           43.9910 ‖
‖        88 |  33253 |              41499 |   2.173e-02 |           43.9733 ‖
‖        89 |  33217 |              42421 |   2.173e-02 |           43.4298 ‖
‖        90 |  33402 |              43177 |   2.171e-02 |           43.2118 ‖
‖        91 |  33642 |              43884 |   2.170e-02 |           43.1317 ‖
‖        92 |  33924 |              44534 |   2.170e-02 |           43.0119 ‖
‖        93 |  34090 |              45287 |   2.169e-02 |           42.8208 ‖
‖        94 |  34192 |              46096 |   2.168e-02 |           42.3062 ‖
‖        95 |  34380 |              46825 |   2.168e-02 |           41.8437 ‖
‖        96 |  34691 |              47463 |   2.167e-02 |           41.6979 ‖
‖        97 |  34949 |              48143 |   2.167e-02 |           41.3674 ‖
‖        98 |  35368 |              48688 |   2.167e-02 |           41.1540 ‖
‖        99 |  35660 |              49338 |   2.167e-02 |           40.8825 ‖
‖       100 |  35948 |              49990 |   2.167e-02 |           40.7559 ‖
‖       101 |  36104 |              50759 |   2.166e-02 |           40.6951 ‖
‖       102 |  36374 |              51420 |   2.166e-02 |           40.6431 ‖
‖       103 |  36392 |              52307 |   2.165e-02 |           40.2004 ‖
‖       104 |  36683 |              52981 |   2.163e-02 |           39.9688 ‖
‖       105 |  36802 |              53741 |   2.163e-02 |           39.4459 ‖
‖       106 |  37187 |              54322 |   2.161e-02 |           39.0538 ‖
‖       107 |  37489 |              54963 |   2.161e-02 |           38.9012 ‖
‖       108 |  37742 |              55665 |   2.162e-02 |           38.7781 ‖
‖       109 |  37724 |              56613 |   2.161e-02 |           38.5218 ‖
‖       110 |  37740 |              57530 |   2.160e-02 |           38.4729 ‖
‖       111 |  37800 |              58375 |   2.160e-02 |           38.4387 ‖
‖       112 |  37946 |              59157 |   2.158e-02 |           38.0308 ‖
‖       113 |  38043 |              59947 |   2.157e-02 |           37.8681 ‖
‖       114 |  38058 |              60836 |   2.156e-02 |           37.2544 ‖
‖       115 |  38066 |              61748 |   2.155e-02 |           36.7893 ‖
‖       116 |  37924 |              62798 |   2.155e-02 |           36.6990 ‖
‖       117 |  37826 |              63813 |   2.154e-02 |           36.1266 ‖
‖       118 |  37722 |              64814 |   2.154e-02 |           35.7048 ‖
‖       119 |  37488 |              65945 |   2.155e-02 |           35.6292 ‖
‖       120 |  37323 |              67027 |   2.155e-02 |           35.4535 ‖
‖       121 |  37251 |              67990 |   2.154e-02 |           35.2059 ‖
‖       122 |  37141 |              69013 |   2.154e-02 |           34.8482 ‖
‖       123 |  37118 |              69925 |   2.154e-02 |           34.5802 ‖
‖       124 |  37145 |              70800 |   2.154e-02 |           34.2745 ‖
‖       125 |  37289 |              71588 |   2.155e-02 |           34.0679 ‖
‖       126 |  37545 |              72279 |   2.154e-02 |           33.8900 ‖
‖       127 |  37700 |              73014 |   2.155e-02 |           33.6573 ‖
‖       128 |  37960 |              73705 |   2.154e-02 |           33.5080 ‖
‖       129 |  38120 |              74469 |   2.153e-02 |           33.1965 ‖
‖       130 |  38240 |              75266 |   2.153e-02 |           32.9568 ‖
‖       131 |  38454 |              76015 |   2.153e-02 |           32.4563 ‖
‖       132 |  38628 |              76766 |   2.152e-02 |           32.0972 ‖
‖       133 |  38770 |              77549 |   2.152e-02 |           32.0216 ‖
‖       134 |  38914 |              78341 |   2.151e-02 |           31.9580 ‖
‖       135 |  38936 |              79219 |   2.152e-02 |           31.6944 ‖
‖       136 |  39068 |              80015 |   2.152e-02 |           31.4048 ‖
‖       137 |  39393 |              80633 |   2.152e-02 |           30.9975 ‖
‖       138 |  39658 |              81325 |   2.151e-02 |           30.6536 ‖
‖       139 |  39715 |              82203 |   2.150e-02 |           30.2849 ‖
‖       140 |  39941 |              82912 |   2.150e-02 |           29.9317 ‖
‖       141 |  40093 |              83686 |   2.150e-02 |           29.4997 ‖
‖       142 |  40213 |              84487 |   2.150e-02 |           29.1368 ‖
‖       143 |  40219 |              85392 |   2.150e-02 |           28.8863 ‖
‖       144 |  40115 |              86406 |   2.150e-02 |           28.7808 ‖
‖       145 |  40136 |              87307 |   2.150e-02 |           28.5886 ‖
‖       146 |  40168 |              88191 |   2.150e-02 |           28.4216 ‖
‖       147 |  40196 |              89073 |   2.150e-02 |           28.2934 ‖
‖       148 |  40357 |              89849 |   2.150e-02 |           28.1498 ‖
‖       149 |  40501 |              90628 |   2.149e-02 |           28.0316 ‖
‖       150 |  40688 |              91361 |   2.149e-02 |           27.9367 ‖
‖       151 |  40867 |              92109 |   2.149e-02 |           27.8561 ‖
‖       152 |  41025 |              92871 |   2.148e-02 |           27.7808 ‖
‖       153 |  40926 |              93852 |   2.147e-02 |           27.5514 ‖
‖       154 |  40935 |              94783 |   2.147e-02 |           27.4672 ‖
‖       155 |  40949 |              95676 |   2.146e-02 |           27.3950 ‖
‖       156 |  40900 |              96620 |   2.146e-02 |           27.3407 ‖
‖       157 |  40975 |              97476 |   2.146e-02 |           27.2762 ‖
‖       158 |  40957 |              98395 |   2.146e-02 |           27.1675 ‖
‖       159 |  40975 |              99306 |   2.145e-02 |           26.9176 ‖
‖       160 |  40901 |             100261 |   2.144e-02 |           26.6873 ‖
‖       161 |  40975 |             101118 |   2.143e-02 |           26.3740 ‖
‖       162 |  40891 |             102098 |   2.142e-02 |           26.1524 ‖
‖       163 |  40848 |             103044 |   2.142e-02 |           25.9660 ‖
‖       164 |  40858 |             103925 |   2.141e-02 |           25.6890 ‖
‖       165 |  40973 |             104740 |   2.140e-02 |           25.4458 ‖
‖       166 |  41188 |             105468 |   2.140e-02 |           25.2752 ‖
‖       167 |  41309 |             106270 |   2.139e-02 |           25.0002 ‖
‖       168 |  41490 |             107016 |   2.139e-02 |           24.7890 ‖
‖       169 |  41676 |             107762 |   2.138e-02 |           24.6643 ‖
‖       170 |  41723 |             108631 |   2.138e-02 |           24.5902 ‖
‖       171 |  41884 |             109403 |   2.137e-02 |           24.5243 ‖
‖       172 |  42054 |             110154 |   2.136e-02 |           24.4690 ‖
‖       173 |  41900 |             111185 |   2.136e-02 |           24.2631 ‖
‖       174 |  41905 |             112118 |   2.135e-02 |           24.1399 ‖
‖       175 |  41887 |             113067 |   2.133e-02 |           23.9480 ‖
‖       176 |  41743 |             114089 |   2.132e-02 |           23.6714 ‖
‖       177 |  41709 |             115060 |   2.132e-02 |           23.3530 ‖
‖       178 |  41606 |             116044 |   2.132e-02 |           23.1134 ‖
‖       179 |  41707 |             116864 |   2.132e-02 |           22.8764 ‖
‖       180 |  41916 |             117586 |   2.132e-02 |           22.6513 ‖
‖       181 |  42101 |             118330 |   2.132e-02 |           22.3858 ‖
‖       182 |  42205 |             119146 |   2.131e-02 |           22.2993 ‖
‖       183 |  42302 |             119983 |   2.131e-02 |           22.2493 ‖
‖       184 |  42319 |             120892 |   2.130e-02 |           22.1325 ‖
‖       185 |  42271 |             121835 |   2.129e-02 |           22.0556 ‖
‖       186 |  42155 |             122857 |   2.128e-02 |           21.9373 ‖
‖       187 |  42042 |             123916 |   2.127e-02 |           21.6180 ‖
‖       188 |  41839 |             125032 |   2.126e-02 |           21.2767 ‖
‖       189 |  41607 |             126158 |   2.125e-02 |           21.1966 ‖
‖       190 |  41214 |             127427 |   2.126e-02 |           20.8226 ‖
‖       191 |  40894 |             128620 |   2.126e-02 |           20.4747 ‖
‖       192 |  40520 |             129872 |   2.127e-02 |           20.2637 ‖
‖       193 |  40254 |             131029 |   2.127e-02 |           19.9710 ‖
‖       194 |  40026 |             132131 |   2.127e-02 |           19.6826 ‖
‖       195 |  39839 |             133224 |   2.126e-02 |           19.4308 ‖
‖       196 |  39692 |             134275 |   2.125e-02 |           19.1974 ‖
‖       197 |  39560 |             135300 |   2.125e-02 |           19.0212 ‖
‖       198 |  39517 |             136251 |   2.124e-02 |           18.8610 ‖
‖       199 |  39465 |             137217 |   2.124e-02 |           18.6970 ‖
‖       200 |  39432 |             138166 |   2.123e-02 |           18.5248 ‖
‖       201 |  39413 |             139113 |   2.122e-02 |           18.4425 ‖
‖       202 |  39250 |             140161 |   2.121e-02 |           18.2343 ‖
‖       203 |  39239 |             141100 |   2.120e-02 |           18.0164 ‖
‖       204 |  39133 |             142129 |   2.119e-02 |           17.8306 ‖
‖       205 |  39132 |             143048 |   2.118e-02 |           17.4944 ‖
‖       206 |  39073 |             144003 |   2.117e-02 |           17.2229 ‖
‖       207 |  39069 |             144925 |   2.118e-02 |           17.0589 ‖
‖       208 |  39074 |             145849 |   2.117e-02 |           16.9168 ‖
‖       209 |  39149 |             146702 |   2.117e-02 |           16.8059 ‖
‖       210 |  39087 |             147679 |   2.117e-02 |           16.5937 ‖
‖       211 |  39005 |             148676 |   2.115e-02 |           16.3542 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.094 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4016.vnnlib: unknown
--- Verification time: 20.1065 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (88/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5308.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5308.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5308.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.284e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5308.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (89/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7011.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7011.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7011.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.050e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.963e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.812e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.659e-02 |          100.0000 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7011.vnnlib: sat
--- Verification time: 0.0681 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (90/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1541.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1541.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1541.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.414e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1541.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (91/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4627.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4627.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4627.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.890e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4627.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (92/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3445.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3445.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3445.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.796e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.700e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.629e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.578e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.486e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.393e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.339e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.288e-02 |          100.0001 ‖
‖         9 |    253 |                  3 |   3.237e-02 |           98.1943 ‖
‖        10 |    477 |                 32 |   3.173e-02 |           91.0731 ‖
‖        11 |    839 |                142 |   3.087e-02 |           78.1199 ‖
‖        12 |   1342 |                451 |   3.029e-02 |           62.1306 ‖
‖        13 |   1806 |                974 |   2.967e-02 |           48.9095 ‖
‖        14 |   2329 |               1425 |   2.939e-02 |           41.6565 ‖
‖        15 |   2791 |               1957 |   2.890e-02 |           34.9686 ‖
‖        16 |   3326 |               2396 |   2.854e-02 |           31.0828 ‖
‖        17 |   3822 |               2866 |   2.817e-02 |           26.5287 ‖
‖        18 |   4099 |               3542 |   2.785e-02 |           23.4806 ‖
‖        19 |   4095 |               4485 |   2.750e-02 |           20.6136 ‖
‖        20 |   3894 |               5597 |   2.735e-02 |           18.2833 ‖
‖        21 |   3791 |               6611 |   2.727e-02 |           16.1879 ‖
‖        22 |   3563 |               7741 |   2.708e-02 |           13.6789 ‖
‖        23 |   3219 |               8958 |   2.684e-02 |           11.0482 ‖
‖        24 |   2764 |              10299 |   2.656e-02 |            8.7846 ‖
‖        25 |   2382 |              11563 |   2.637e-02 |            7.3952 ‖
‖        26 |   1869 |              12954 |   2.591e-02 |            5.3130 ‖
‖        27 |   1244 |              14420 |   2.555e-02 |            3.3162 ‖
‖        28 |    650 |              15862 |   2.455e-02 |            1.2849 ‖
‖        29 |    181 |              16810 |   2.423e-02 |            0.1716 ‖
‖        30 |     25 |              17089 |   2.270e-02 |            0.0120 ‖
‖        31 |      3 |              17126 |   1.966e-02 |            0.0000 ‖
‖        32 |      0 |              17129 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.065 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3445.vnnlib: unsat
--- Verification time: 2.0758 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (93/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2758.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2758.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2758.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.741e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.643e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.485e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.382e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.240e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.178e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.128e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.075e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.010e-02 |          100.0001 ‖
‖         9 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.170 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2758.vnnlib: sat
--- Verification time: 0.1812 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (94/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5246.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5246.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5246.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.771e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5246.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (95/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2009.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2009.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2009.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.721e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2009.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (96/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1293.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1293.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1293.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.494e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1293.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (97/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4514.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4514.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4514.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.174e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4514.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (98/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3513.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3513.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3513.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.833e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.664e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.533e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.402e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.318e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.232e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.149e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.064e-02 |           99.9297 ‖
‖         9 |    255 |                  1 |   3.976e-02 |           98.4719 ‖
‖        10 |    494 |                 16 |   3.899e-02 |           94.8697 ‖
‖        11 |    934 |                 66 |   3.826e-02 |           89.4043 ‖
‖        12 |   1754 |                172 |   3.750e-02 |           84.0351 ‖
‖        13 |   2500 |                443 |   3.674e-02 |           76.4163 ‖
‖        14 |   3470 |                480 |   3.641e-02 |           75.7673 ‖
‖        15 |   4409 |                555 |   3.600e-02 |           74.7816 ‖
‖        16 |   5041 |                940 |   3.540e-02 |           69.0046 ‖
‖        17 |   5694 |               1207 |   3.538e-02 |           67.8469 ‖
‖        18 |   6623 |               1292 |   3.514e-02 |           66.5393 ‖
‖        19 |   7534 |               1389 |   3.497e-02 |           65.2895 ‖
‖        20 |   8357 |               1562 |   3.479e-02 |           64.6233 ‖
‖        21 |   9239 |               1677 |   3.465e-02 |           64.5670 ‖
‖        22 |  10128 |               1793 |   3.451e-02 |           64.2786 ‖
‖        23 |  10968 |               1958 |   3.436e-02 |           63.6685 ‖
‖        24 |  11881 |               2055 |   3.415e-02 |           63.5097 ‖
‖        25 |  12584 |               2364 |   3.388e-02 |           61.4447 ‖
‖        26 |  13561 |               2395 |   3.367e-02 |           61.3521 ‖
‖        27 |  14445 |               2528 |   3.346e-02 |           60.8072 ‖
‖        28 |  15390 |               2602 |   3.325e-02 |           60.3907 ‖
‖        29 |  16378 |               2633 |   3.304e-02 |           60.3746 ‖
‖        30 |  17143 |               2880 |   3.281e-02 |           58.6568 ‖
‖        31 |  18093 |               2953 |   3.258e-02 |           58.3636 ‖
‖        32 |  18835 |               3221 |   3.235e-02 |           56.5867 ‖
‖        33 |  19632 |               3439 |   3.213e-02 |           55.3402 ‖
‖        34 |  20527 |               3564 |   3.190e-02 |           55.0447 ‖
‖        35 |  21283 |               3805 |   3.172e-02 |           54.3006 ‖
‖        36 |  21983 |               4099 |   3.162e-02 |           54.2087 ‖
‖        37 |  22519 |               4561 |   3.157e-02 |           54.1470 ‖
‖        38 |  22848 |               5200 |   3.163e-02 |           54.1206 ‖
‖        39 |  23229 |               5754 |   3.172e-02 |           54.0478 ‖
‖        40 |  23944 |               6003 |   3.178e-02 |           54.0224 ‖
‖        41 |  24688 |               6252 |   3.180e-02 |           53.7656 ‖
‖        42 |  25414 |               6513 |   3.180e-02 |           53.6869 ‖
‖        43 |  26145 |               6769 |   3.182e-02 |           53.3434 ‖
‖        44 |  26787 |               7114 |   3.184e-02 |           53.1465 ‖
‖        45 |  27547 |               7350 |   3.186e-02 |           53.0994 ‖
‖        46 |  28241 |               7644 |   3.186e-02 |           53.0041 ‖
‖        47 |  28894 |               7963 |   3.182e-02 |           52.4255 ‖
‖        48 |  29615 |               8225 |   3.175e-02 |           51.9430 ‖
‖        49 |  30459 |               8384 |   3.166e-02 |           51.7072 ‖
‖        50 |  31268 |               8580 |   3.162e-02 |           51.5122 ‖
‖        51 |  32111 |               8735 |   3.154e-02 |           51.5048 ‖
‖        52 |  32878 |               8962 |   3.147e-02 |           51.3203 ‖
‖        53 |  33640 |               9210 |   3.141e-02 |           50.8257 ‖
‖        54 |  34470 |               9385 |   3.130e-02 |           50.8009 ‖
‖        55 |  34975 |               9858 |   3.125e-02 |           50.2729 ‖
‖        56 |  35536 |              10264 |   3.122e-02 |           50.0999 ‖
‖        57 |  36216 |              10563 |   3.113e-02 |           50.0998 ‖
‖        58 |  36891 |              10879 |   3.110e-02 |           50.0351 ‖
‖        59 |  37638 |              11130 |   3.107e-02 |           50.0242 ‖
‖        60 |  38381 |              11381 |   3.095e-02 |           50.0183 ‖
‖        61 |  38809 |              11937 |   3.091e-02 |           49.2671 ‖
‖        62 |  39160 |              12549 |   3.085e-02 |           48.8772 ‖
‖        63 |  39464 |              13204 |   3.082e-02 |           48.5278 ‖
‖        64 |  39927 |              13716 |   3.081e-02 |           48.4350 ‖
‖        65 |  40479 |              14124 |   3.075e-02 |           48.4287 ‖
‖        66 |  40982 |              14590 |   3.067e-02 |           47.9003 ‖
‖        67 |  41381 |              15148 |   3.061e-02 |           46.9605 ‖
‖        68 |  41867 |              15646 |   3.051e-02 |           46.7787 ‖
‖        69 |  42198 |              16268 |   3.048e-02 |           45.8802 ‖
‖        70 |  42555 |              16877 |   3.041e-02 |           45.5668 ‖
‖        71 |  42885 |              17514 |   3.037e-02 |           45.3627 ‖
‖        72 |  43253 |              18110 |   3.037e-02 |           45.2756 ‖
‖        73 |  43472 |              18832 |   3.031e-02 |           45.2724 ‖
‖        74 |  43735 |              19513 |   3.032e-02 |           44.9373 ‖
‖        75 |  43908 |              20262 |   3.033e-02 |           44.4613 ‖
‖        76 |  44131 |              20975 |   3.032e-02 |           44.3011 ‖
‖        77 |  44506 |              21545 |   3.035e-02 |           44.1881 ‖
‖        78 |  44622 |              22359 |   3.036e-02 |           44.1008 ‖
‖        79 |  44916 |              23016 |   3.040e-02 |           44.0195 ‖
‖        80 |  45135 |              23727 |   3.044e-02 |           43.9779 ‖
‖        81 |  45510 |              24288 |   3.050e-02 |           43.9195 ‖
‖        82 |  46013 |              24742 |   3.054e-02 |           43.8354 ‖
‖        83 |  46603 |              25121 |   3.056e-02 |           43.7670 ‖
‖        84 |  47294 |              25390 |   3.058e-02 |           43.7303 ‖
‖        85 |  48069 |              25616 |   3.058e-02 |           43.7164 ‖
‖        86 |  48680 |              26008 |   3.057e-02 |           43.5497 ‖
‖        87 |  49298 |              26366 |   3.057e-02 |           43.5420 ‖
‖        88 |  49818 |              26795 |   3.058e-02 |           43.5287 ‖
‖        89 |  50296 |              27288 |   3.059e-02 |           43.4067 ‖
‖        90 |  50923 |              27641 |   3.058e-02 |           43.3697 ‖
‖        91 |  51809 |              27764 |   3.055e-02 |           43.1321 ‖
‖        92 |  52752 |              27837 |   3.050e-02 |           43.0199 ‖
‖        93 |  53584 |              28015 |   3.046e-02 |           42.6353 ‖
‖        94 |  54296 |              28299 |   3.042e-02 |           42.4104 ‖
‖        95 |  54819 |              28742 |   3.040e-02 |           42.2949 ‖
‖        96 |  55243 |              29292 |   3.040e-02 |           42.2059 ‖
‖        97 |  55594 |              29890 |   3.044e-02 |           42.1953 ‖
‖        98 |  56116 |              30319 |   3.047e-02 |           42.1431 ‖
‖        99 |  56732 |              30686 |   3.049e-02 |           42.0811 ‖
‖       100 |  57186 |              31211 |   3.048e-02 |           42.0229 ‖
‖       101 |  57610 |              31738 |   3.048e-02 |           41.7501 ‖
‖       102 |  58244 |              32086 |   3.047e-02 |           41.6114 ‖
‖       103 |  58798 |              32504 |   3.045e-02 |           41.3876 ‖
‖       104 |  59368 |              32915 |   3.042e-02 |           41.2781 ‖
‖       105 |  60019 |              33243 |   3.039e-02 |           41.1712 ‖
‖       106 |  60681 |              33544 |   3.037e-02 |           40.9955 ‖
‖       107 |  61488 |              33739 |   3.032e-02 |           40.9955 ‖
‖       108 |  62181 |              34036 |   3.028e-02 |           40.8590 ‖
‖       109 |  62790 |              34416 |   3.026e-02 |           40.6948 ‖
‖       110 |  63321 |              34846 |   3.022e-02 |           40.6802 ‖
‖       111 |  63758 |              35378 |   3.021e-02 |           40.6563 ‖
‖       112 |  64186 |              35907 |   3.019e-02 |           40.6560 ‖
‖       113 |  64602 |              36439 |   3.017e-02 |           40.5190 ‖
‖       114 |  65093 |              36915 |   3.015e-02 |           40.4438 ‖
‖       115 |  65548 |              37434 |   3.012e-02 |           40.4438 ‖
‖       116 |  65967 |              37952 |   3.012e-02 |           40.3041 ‖
‖       117 |  66359 |              38528 |   3.011e-02 |           39.9558 ‖
‖       118 |  66721 |              39122 |   3.009e-02 |           39.9181 ‖
‖       119 |  67250 |              39540 |   3.007e-02 |           39.8963 ‖
‖       120 |  67728 |              40026 |   3.003e-02 |           39.8963 ‖
‖       121 |  68033 |              40674 |   3.001e-02 |           39.5274 ‖
‖       122 |  68397 |              41249 |   2.999e-02 |           39.4217 ‖
‖       123 |  68763 |              41854 |   2.998e-02 |           39.2882 ‖
‖       124 |  69143 |              42434 |   2.998e-02 |           39.1466 ‖
‖       125 |  69623 |              42925 |   2.995e-02 |           39.1029 ‖
‖       126 |  70123 |              43383 |   2.992e-02 |           39.1031 ‖
‖       127 |  70610 |              43877 |   2.988e-02 |           39.0415 ‖
‖       128 |  71117 |              44341 |   2.988e-02 |           38.9395 ‖
‖       129 |  71543 |              44872 |   2.987e-02 |           38.9259 ‖
‖       130 |  72035 |              45358 |   2.987e-02 |           38.8918 ‖
‖       131 |  72473 |              45879 |   2.988e-02 |           38.8867 ‖
‖       132 |  72710 |              46584 |   2.986e-02 |           38.8715 ‖
‖       133 |  73180 |              47064 |   2.982e-02 |           38.8716 ‖
‖       134 |  73580 |              47628 |   2.979e-02 |           38.8503 ‖
‖       135 |  74044 |              48115 |   2.980e-02 |           38.6192 ‖
‖       136 |  74352 |              48759 |   2.977e-02 |           38.3278 ‖
‖       137 |  74746 |              49315 |   2.974e-02 |           38.1076 ‖
‖       138 |  75005 |              50017 |   2.972e-02 |           37.8313 ‖
‖       139 |  75282 |              50667 |   2.970e-02 |           37.8033 ‖
‖       140 |  75573 |              51339 |   2.969e-02 |           37.6915 ‖
‖       141 |  75911 |              51928 |   2.968e-02 |           37.6521 ‖
‖       142 |  76264 |              52529 |   2.967e-02 |           37.6386 ‖
‖       143 |  76468 |              53269 |   2.965e-02 |           37.6386 ‖
‖       144 |  76597 |              54041 |   2.964e-02 |           37.3555 ‖
‖       145 |  76774 |              54821 |   2.962e-02 |           37.3528 ‖
‖       146 |  76817 |              55695 |   2.961e-02 |           36.8351 ‖
‖       147 |  76799 |              56595 |   2.960e-02 |           36.6619 ‖
‖       148 |  76910 |              57424 |   2.958e-02 |           36.6609 ‖
‖       149 |  77002 |              58249 |   2.957e-02 |           36.5306 ‖
‖       150 |  77072 |              59101 |   2.956e-02 |           36.0700 ‖
‖       151 |  77081 |              59963 |   2.957e-02 |           35.7222 ‖
‖       152 |  77100 |              60851 |   2.956e-02 |           35.6257 ‖
‖       153 |  77263 |              61623 |   2.956e-02 |           35.4563 ‖
‖       154 |  77268 |              62509 |   2.957e-02 |           35.4254 ‖
‖       155 |  77454 |              63259 |   2.958e-02 |           35.3424 ‖
‖       156 |  77501 |              64094 |   2.959e-02 |           35.3133 ‖
‖       157 |  77426 |              65082 |   2.960e-02 |           35.2492 ‖
‖       158 |  77593 |              65846 |   2.961e-02 |           35.0313 ‖
‖       159 |  77677 |              66630 |   2.963e-02 |           34.8903 ‖
‖       160 |  77701 |              67540 |   2.965e-02 |           34.4895 ‖
‖       161 |  77810 |              68342 |   2.966e-02 |           34.2378 ‖
‖       162 |  78166 |              68961 |   2.968e-02 |           34.0291 ‖
‖       163 |  78721 |              69381 |   2.970e-02 |           33.9075 ‖
‖       164 |  79290 |              69793 |   2.970e-02 |           33.8044 ‖
‖       165 |  79968 |              70096 |   2.971e-02 |           33.6948 ‖
‖       166 |  80725 |              70334 |   2.971e-02 |           33.6457 ‖
‖       167 |  81386 |              70674 |   2.972e-02 |           33.6044 ‖
‖       168 |  82004 |              71051 |   2.972e-02 |           33.5333 ‖
‖       169 |  82709 |              71338 |   2.972e-02 |           33.4677 ‖
‖       170 |  83509 |              71546 |   2.971e-02 |           33.4288 ‖
‖       171 |  84396 |              71674 |   2.971e-02 |           33.4051 ‖
‖       172 |  85164 |              71926 |   2.969e-02 |           33.3498 ‖
‖       173 |  85883 |              72214 |   2.967e-02 |           33.3216 ‖
‖       174 |  86491 |              72590 |   2.966e-02 |           33.2761 ‖
‖       175 |  87102 |              72973 |   2.965e-02 |           33.2536 ‖
‖       176 |  87698 |              73366 |   2.964e-02 |           33.2309 ‖
‖       177 |  88252 |              73796 |   2.964e-02 |           33.2177 ‖
‖       178 |  88525 |              74485 |   2.964e-02 |           33.1418 ‖
‖       179 |  88716 |              75229 |   2.965e-02 |           33.0493 ‖
‖       180 |  89067 |              75803 |   2.967e-02 |           33.0421 ‖
‖       181 |  89639 |              76185 |   2.968e-02 |           33.0059 ‖
‖       182 |  90311 |              76497 |   2.969e-02 |           33.0006 ‖
‖       183 |  90888 |              76897 |   2.968e-02 |           32.9972 ‖
‖       184 |  91530 |              77222 |   2.968e-02 |           32.9945 ‖
‖       185 |  91962 |              77766 |   2.968e-02 |           32.7722 ‖
‖       186 |  92325 |              78358 |   2.968e-02 |           32.7327 ‖
‖       187 |  92601 |              79042 |   2.967e-02 |           32.6938 ‖
‖       188 |  92801 |              79775 |   2.967e-02 |           32.6748 ‖
‖       189 |  93004 |              80510 |   2.967e-02 |           32.3757 ‖
‖       190 |  93430 |              81028 |   2.967e-02 |           32.3736 ‖
‖       191 |  93691 |              81720 |   2.967e-02 |           32.3736 ‖
‖       192 |  94034 |              82305 |   2.967e-02 |           32.3643 ‖
‖       193 |  94363 |              82938 |   2.968e-02 |           32.3062 ‖
‖       194 |  94512 |              83733 |   2.967e-02 |           32.2842 ‖
‖       195 |  94643 |              84500 |   2.968e-02 |           31.9569 ‖
‖       196 |  94799 |              85258 |   2.969e-02 |           31.7285 ‖
‖       197 |  94877 |              86113 |   2.969e-02 |           31.5406 ‖
‖       198 |  94951 |              86972 |   2.970e-02 |           31.3902 ‖
‖       199 |  94864 |              87927 |   2.971e-02 |           31.3449 ‖
‖       200 |  95043 |              88663 |   2.972e-02 |           31.2545 ‖
‖       201 |  95220 |              89382 |   2.974e-02 |           31.1235 ‖
‖       202 |  95564 |              89992 |   2.975e-02 |           30.9481 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.095 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3513.vnnlib: unknown
--- Verification time: 20.1078 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (99/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2577.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2577.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2577.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.097e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.027e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.932e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.836e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   4.684e-02 |           93.2788 ‖
‖         6 |     26 |                  5 |   4.530e-02 |           79.7137 ‖
‖         7 |     46 |                 11 |   4.340e-02 |           64.8434 ‖
‖         8 |     73 |                 28 |   4.251e-02 |           52.1531 ‖
‖         9 |    109 |                 60 |   4.138e-02 |           38.1240 ‖
‖        10 |    164 |                105 |   4.106e-02 |           28.8730 ‖
‖        11 |    242 |                185 |   4.063e-02 |           22.0857 ‖
‖        12 |    354 |                311 |   3.900e-02 |           14.7062 ‖
‖        13 |    435 |                545 |   3.848e-02 |            9.2829 ‖
‖        14 |    519 |                870 |   3.779e-02 |            5.4434 ‖
‖        15 |    553 |               1318 |   3.655e-02 |            2.7999 ‖
‖        16 |    514 |               1846 |   3.535e-02 |            1.2199 ‖
‖        17 |    461 |               2335 |   3.505e-02 |            0.5301 ‖
‖        18 |    380 |               2809 |   3.437e-02 |            0.2223 ‖
‖        19 |    296 |               3217 |   3.300e-02 |            0.0841 ‖
‖        20 |    225 |               3536 |   3.322e-02 |            0.0313 ‖
‖        21 |    157 |               3797 |   3.315e-02 |            0.0120 ‖
‖        22 |    113 |               3980 |   3.316e-02 |            0.0046 ‖
‖        23 |     40 |               4155 |   2.991e-02 |            0.0006 ‖
‖        24 |      9 |               4214 |   2.687e-02 |            0.0001 ‖
‖        25 |      1 |               4227 |   1.465e-02 |            0.0000 ‖
‖        26 |      0 |               4228 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.096 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2577.vnnlib: unsat
--- Verification time: 1.1055 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (100/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5486.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5486.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5486.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.762e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5486.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (101/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_936.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_936.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_936.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.225e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_936.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (102/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2196.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2196.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2196.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.231e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2196.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (103/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6946.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6946.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6946.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.168e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6946.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (104/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3198.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3198.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3198.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.932e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.817e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.664e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.541e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.427e-02 |           97.8926 ‖
‖         6 |     30 |                  2 |   4.372e-02 |           93.5255 ‖
‖         7 |     56 |                  6 |   4.276e-02 |           83.9872 ‖
‖         8 |     96 |                 22 |   4.218e-02 |           73.8106 ‖
‖         9 |    167 |                 47 |   4.143e-02 |           64.5165 ‖
‖        10 |    275 |                106 |   4.012e-02 |           50.4848 ‖
‖        11 |    393 |                254 |   3.838e-02 |           33.8794 ‖
‖        12 |    540 |                467 |   3.807e-02 |           23.6256 ‖
‖        13 |    711 |                805 |   3.733e-02 |           15.7643 ‖
‖        14 |    853 |               1334 |   3.603e-02 |            8.8517 ‖
‖        15 |    961 |               1995 |   3.494e-02 |            4.7561 ‖
‖        16 |   1035 |               2766 |   3.438e-02 |            2.5946 ‖
‖        17 |   1055 |               3662 |   3.346e-02 |            1.2973 ‖
‖        18 |   1044 |               4578 |   3.288e-02 |            0.6659 ‖
‖        19 |   1051 |               5492 |   3.251e-02 |            0.3380 ‖
‖        20 |   1073 |               6395 |   3.236e-02 |            0.1820 ‖
‖        21 |   1060 |               7345 |   3.183e-02 |            0.0915 ‖
‖        22 |    992 |               8344 |   3.086e-02 |            0.0424 ‖
‖        23 |    863 |               9335 |   3.027e-02 |            0.0185 ‖
‖        24 |    665 |              10289 |   2.842e-02 |            0.0060 ‖
‖        25 |    365 |              11091 |   2.835e-02 |            0.0018 ‖
‖        26 |    213 |              11546 |   2.732e-02 |            0.0005 ‖
‖        27 |    133 |              11797 |   2.679e-02 |            0.0001 ‖
‖        28 |     77 |              11959 |   2.705e-02 |            0.0000 ‖
‖        29 |     52 |              12049 |   2.651e-02 |            0.0000 ‖
‖        30 |     28 |              12117 |   2.655e-02 |            0.0000 ‖
‖        31 |     13 |              12154 |   2.586e-02 |            0.0000 ‖
‖        32 |      4 |              12173 |   2.583e-02 |            0.0000 ‖
‖        33 |      2 |              12178 |   1.703e-02 |            0.0000 ‖
‖        34 |      0 |              12180 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.995 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3198.vnnlib: unsat
--- Verification time: 2.0046 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (105/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3920.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3920.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3920.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.117e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3920.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (106/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2884.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2884.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2884.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.005e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.953e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   2.891e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   2.809e-02 |           97.6079 ‖
‖         5 |     13 |                  3 |   2.739e-02 |           80.9324 ‖
‖         6 |     22 |                  7 |   2.615e-02 |           62.2675 ‖
‖         7 |     30 |                 19 |   2.556e-02 |           39.7062 ‖
‖         8 |     33 |                 43 |   2.448e-02 |           21.0429 ‖
‖         9 |     33 |                 71 |   2.204e-02 |            9.3669 ‖
‖        10 |     26 |                104 |   2.207e-02 |            3.2153 ‖
‖        11 |     19 |                130 |   2.363e-02 |            1.5482 ‖
‖        12 |     20 |                147 |   2.236e-02 |            0.6842 ‖
‖        13 |     12 |                172 |   2.031e-02 |            0.1795 ‖
‖        14 |      6 |                187 |   1.668e-02 |            0.0438 ‖
‖        15 |      1 |                196 |   2.190e-02 |            0.0058 ‖
‖        16 |      1 |                197 |   2.144e-02 |            0.0023 ‖
‖        17 |      0 |                199 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.412 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2884.vnnlib: unsat
--- Verification time: 0.4222 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (107/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1590.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1590.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1590.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.664e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1590.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (108/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_852.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_852.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_852.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.012e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_852.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (109/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1329.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1329.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1329.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.736e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.611e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.514e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.418e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.266e-02 |           88.8961 ‖
‖         6 |     24 |                  7 |   3.130e-02 |           73.2264 ‖
‖         7 |     39 |                 16 |   3.034e-02 |           54.0881 ‖
‖         8 |     56 |                 36 |   2.926e-02 |           35.1247 ‖
‖         9 |     75 |                 65 |   2.892e-02 |           25.4082 ‖
‖        10 |    103 |                108 |   2.851e-02 |           17.0793 ‖
‖        11 |    137 |                173 |   2.794e-02 |           11.2159 ‖
‖        12 |    174 |                266 |   2.737e-02 |            7.2951 ‖
‖        13 |    207 |                395 |   2.673e-02 |            4.2945 ‖
‖        14 |    226 |                568 |   2.556e-02 |            2.2616 ‖
‖        15 |    213 |                777 |   2.513e-02 |            1.0800 ‖
‖        16 |    185 |                996 |   2.390e-02 |            0.4356 ‖
‖        17 |    157 |               1178 |   2.337e-02 |            0.1758 ‖
‖        18 |    122 |               1339 |   2.369e-02 |            0.0767 ‖
‖        19 |    111 |               1462 |   2.240e-02 |            0.0305 ‖
‖        20 |     65 |               1605 |   2.222e-02 |            0.0097 ‖
‖        21 |     36 |               1691 |   2.193e-02 |            0.0027 ‖
‖        22 |     18 |               1741 |   2.096e-02 |            0.0006 ‖
‖        23 |      7 |               1767 |   1.842e-02 |            0.0001 ‖
‖        24 |      3 |               1775 |   2.128e-02 |            0.0000 ‖
‖        25 |      1 |               1780 |   2.150e-02 |            0.0000 ‖
‖        26 |      0 |               1782 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.096 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1329.vnnlib: unsat
--- Verification time: 1.1060 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (110/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2005.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2005.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2005.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.454e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2005.vnnlib: unsat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (111/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4641.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4641.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4641.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.588e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.421e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.342e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.221e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.064e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.960e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.813e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.676e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.564e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.454e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.355e-02 |           99.9997 ‖
‖        12 |   2048 |                  0 |   4.261e-02 |          100.0003 ‖
‖        13 |   3072 |                  0 |   4.196e-02 |           99.9735 ‖
‖        14 |   4096 |                  0 |   4.157e-02 |           99.9739 ‖
‖        15 |   5120 |                  0 |   4.126e-02 |           99.9740 ‖
‖        16 |   6138 |                  5 |   4.091e-02 |           99.8911 ‖
‖        17 |   7157 |                 10 |   4.058e-02 |           99.8100 ‖
‖        18 |   8181 |                 10 |   4.026e-02 |           99.8037 ‖
‖        19 |   9201 |                 14 |   3.997e-02 |           99.7522 ‖
‖        20 |  10224 |                 15 |   3.973e-02 |           99.7391 ‖
‖        21 |  11248 |                 15 |   3.947e-02 |           99.7395 ‖
‖        22 |  12272 |                 15 |   3.922e-02 |           99.7384 ‖
‖        23 |  13296 |                 15 |   3.900e-02 |           99.7266 ‖
‖        24 |  14320 |                 15 |   3.875e-02 |           99.7254 ‖
‖        25 |  15331 |                 28 |   3.852e-02 |           99.6060 ‖
‖        26 |  16349 |                 34 |   3.829e-02 |           99.5705 ‖
‖        27 |  17363 |                 40 |   3.800e-02 |           99.5543 ‖
‖        28 |  18379 |                 48 |   3.781e-02 |           99.5021 ‖
‖        29 |  19397 |                 54 |   3.763e-02 |           99.4508 ‖
‖        30 |  20416 |                 58 |   3.739e-02 |           99.4307 ‖
‖        31 |  21437 |                 61 |   3.728e-02 |           99.4104 ‖
‖        32 |  22460 |                 62 |   3.716e-02 |           99.3983 ‖
‖        33 |  23481 |                 65 |   3.695e-02 |           99.3777 ‖
‖        34 |  24498 |                 72 |   3.674e-02 |           99.3295 ‖
‖        35 |  25494 |                100 |   3.656e-02 |           99.2259 ‖
‖        36 |  26496 |                120 |   3.635e-02 |           99.1919 ‖
‖        37 |  27417 |                218 |   3.616e-02 |           99.1299 ‖
‖        38 |  28187 |                452 |   3.609e-02 |           99.0287 ‖
‖        39 |  28860 |                762 |   3.602e-02 |           99.0106 ‖
‖        40 |  29728 |                896 |   3.599e-02 |           98.9895 ‖
‖        41 |  30687 |                955 |   3.600e-02 |           98.9699 ‖
‖        42 |  31699 |                966 |   3.593e-02 |           98.9697 ‖
‖        43 |  32703 |                985 |   3.588e-02 |           98.9432 ‖
‖        44 |  33722 |                988 |   3.583e-02 |           98.9377 ‖
‖        45 |  34742 |                992 |   3.574e-02 |           98.9016 ‖
‖        46 |  35763 |                994 |   3.564e-02 |           98.8875 ‖
‖        47 |  36777 |               1004 |   3.559e-02 |           98.8826 ‖
‖        48 |  37779 |               1025 |   3.548e-02 |           98.8833 ‖
‖        49 |  38752 |               1071 |   3.538e-02 |           98.8835 ‖
‖        50 |  39752 |               1095 |   3.533e-02 |           98.8848 ‖
‖        51 |  40717 |               1152 |   3.522e-02 |           98.8335 ‖
‖        52 |  41605 |               1285 |   3.516e-02 |           98.5711 ‖
‖        53 |  42549 |               1362 |   3.508e-02 |           98.5386 ‖
‖        54 |  43411 |               1509 |   3.495e-02 |           98.5322 ‖
‖        55 |  44185 |               1742 |   3.492e-02 |           98.5119 ‖
‖        56 |  44896 |               2019 |   3.488e-02 |           98.5116 ‖
‖        57 |  45540 |               2355 |   3.482e-02 |           98.4980 ‖
‖        58 |  46172 |               2703 |   3.474e-02 |           98.4978 ‖
‖        59 |  46751 |               3096 |   3.472e-02 |           98.4983 ‖
‖        60 |  47429 |               3370 |   3.474e-02 |           98.4836 ‖
‖        61 |  48302 |               3499 |   3.475e-02 |           98.4739 ‖
‖        62 |  49173 |               3630 |   3.477e-02 |           98.4334 ‖
‖        63 |  50033 |               3776 |   3.475e-02 |           98.3743 ‖
‖        64 |  50936 |               3878 |   3.473e-02 |           98.3509 ‖
‖        65 |  51893 |               3936 |   3.474e-02 |           98.3068 ‖
‖        66 |  52885 |               3964 |   3.472e-02 |           98.2713 ‖
‖        67 |  53899 |               3973 |   3.465e-02 |           98.2650 ‖
‖        68 |  54923 |               3973 |   3.460e-02 |           98.2648 ‖
‖        69 |  55944 |               3976 |   3.456e-02 |           98.2560 ‖
‖        70 |  56957 |               3986 |   3.451e-02 |           98.2454 ‖
‖        71 |  57940 |               4024 |   3.449e-02 |           98.2034 ‖
‖        72 |  58901 |               4083 |   3.444e-02 |           98.1886 ‖
‖        73 |  59805 |               4200 |   3.438e-02 |           98.1700 ‖
‖        74 |  60616 |               4402 |   3.437e-02 |           98.1603 ‖
‖        75 |  61377 |               4654 |   3.434e-02 |           98.1192 ‖
‖        76 |  62097 |               4938 |   3.427e-02 |           98.1115 ‖
‖        77 |  62750 |               5287 |   3.427e-02 |           98.1119 ‖
‖        78 |  63490 |               5549 |   3.426e-02 |           98.0514 ‖
‖        79 |  64291 |               5751 |   3.425e-02 |           97.9541 ‖
‖        80 |  65225 |               5831 |   3.424e-02 |           97.9235 ‖
‖        81 |  66196 |               5882 |   3.418e-02 |           97.8987 ‖
‖        82 |  67161 |               5938 |   3.415e-02 |           97.8756 ‖
‖        83 |  68130 |               5989 |   3.413e-02 |           97.8502 ‖
‖        84 |  69083 |               6057 |   3.408e-02 |           97.7754 ‖
‖        85 |  69905 |               6254 |   3.403e-02 |           97.7496 ‖
‖        86 |  70842 |               6334 |   3.399e-02 |           97.7287 ‖
‖        87 |  71746 |               6446 |   3.394e-02 |           97.6580 ‖
‖        88 |  72625 |               6580 |   3.390e-02 |           97.6452 ‖
‖        89 |  73382 |               6834 |   3.387e-02 |           97.6105 ‖
‖        90 |  73970 |               7247 |   3.382e-02 |           97.5367 ‖
‖        91 |  74595 |               7587 |   3.382e-02 |           97.4616 ‖
‖        92 |  75328 |               7841 |   3.381e-02 |           97.3885 ‖
‖        93 |  75950 |               8213 |   3.377e-02 |           97.3377 ‖
‖        94 |  76668 |               8471 |   3.374e-02 |           97.2972 ‖
‖        95 |  77361 |               8769 |   3.370e-02 |           97.2249 ‖
‖        96 |  78151 |               8966 |   3.368e-02 |           97.2114 ‖
‖        97 |  78833 |               9279 |   3.368e-02 |           97.2027 ‖
‖        98 |  79600 |               9499 |   3.368e-02 |           97.1751 ‖
‖        99 |  80433 |               9659 |   3.369e-02 |           97.1682 ‖
‖       100 |  81340 |               9756 |   3.368e-02 |           97.1683 ‖
‖       101 |  82227 |               9874 |   3.366e-02 |           97.1573 ‖
‖       102 |  83106 |              10007 |   3.365e-02 |           97.1571 ‖
‖       103 |  83860 |              10257 |   3.362e-02 |           97.1412 ‖
‖       104 |  84632 |              10482 |   3.361e-02 |           97.0457 ‖
‖       105 |  85413 |              10701 |   3.360e-02 |           96.9875 ‖
‖       106 |  86213 |              10905 |   3.358e-02 |           96.9628 ‖
‖       107 |  87003 |              11113 |   3.355e-02 |           96.9628 ‖
‖       108 |  87696 |              11414 |   3.355e-02 |           96.9628 ‖
‖       109 |  88434 |              11664 |   3.356e-02 |           96.9303 ‖
‖       110 |  89264 |              11828 |   3.353e-02 |           96.9060 ‖
‖       111 |  90170 |              11937 |   3.353e-02 |           96.8726 ‖
‖       112 |  91095 |              12026 |   3.350e-02 |           96.8463 ‖
‖       113 |  92053 |              12088 |   3.347e-02 |           96.8129 ‖
‖       114 |  93035 |              12130 |   3.343e-02 |           96.8129 ‖
‖       115 |  93851 |              12330 |   3.341e-02 |           96.7963 ‖
‖       116 |  94687 |              12499 |   3.338e-02 |           96.7955 ‖
‖       117 |  95589 |              12606 |   3.339e-02 |           96.7856 ‖
‖       118 |  96421 |              12780 |   3.338e-02 |           96.7856 ‖
‖       119 |  97181 |              13023 |   3.335e-02 |           96.7813 ‖
‖       120 |  98006 |              13207 |   3.333e-02 |           96.7813 ‖
‖       121 |  98791 |              13423 |   3.331e-02 |           96.7791 ‖
‖       122 |  99625 |              13601 |   3.327e-02 |           96.7712 ‖
‖       123 | 100364 |              13863 |   3.325e-02 |           96.7683 ‖
‖       124 | 100983 |              14227 |   3.323e-02 |           96.7679 ‖
‖       125 | 101694 |              14506 |   3.323e-02 |           96.7671 ‖
‖       126 | 102581 |              14621 |   3.325e-02 |           96.7668 ‖
‖       127 | 103495 |              14720 |   3.326e-02 |           96.7366 ‖
‖       128 | 104420 |              14814 |   3.325e-02 |           96.7366 ‖
‖       129 | 105409 |              14841 |   3.327e-02 |           96.7365 ‖
‖       130 | 106231 |              15038 |   3.326e-02 |           96.4813 ‖
‖       131 | 107053 |              15236 |   3.326e-02 |           96.2358 ‖
‖       132 | 107960 |              15347 |   3.324e-02 |           96.2059 ‖
‖       133 | 108846 |              15464 |   3.323e-02 |           96.1259 ‖
‖       134 | 109816 |              15517 |   3.324e-02 |           96.0942 ‖
‖       135 | 110686 |              15662 |   3.320e-02 |           96.0897 ‖
‖       136 | 111617 |              15748 |   3.318e-02 |           96.0659 ‖
‖       137 | 112514 |              15872 |   3.315e-02 |           96.0660 ‖
‖       138 | 113368 |              16023 |   3.312e-02 |           96.0419 ‖
‖       139 | 114303 |              16104 |   3.311e-02 |           96.0123 ‖
‖       140 | 115233 |              16194 |   3.310e-02 |           96.0011 ‖
‖       141 | 115986 |              16452 |   3.307e-02 |           95.9895 ‖
‖       142 | 116681 |              16755 |   3.307e-02 |           95.9841 ‖
‖       143 | 117254 |              17158 |   3.306e-02 |           95.9781 ‖
‖       144 | 117869 |              17523 |   3.305e-02 |           95.9706 ‖
‖       145 | 118483 |              17886 |   3.303e-02 |           95.9645 ‖
‖       146 | 119193 |              18157 |   3.301e-02 |           95.9611 ‖
‖       147 | 120012 |              18337 |   3.298e-02 |           95.9611 ‖
‖       148 | 120780 |              18567 |   3.296e-02 |           95.9611 ‖
‖       149 | 121486 |              18856 |   3.295e-02 |           95.9612 ‖
‖       150 | 122187 |              19135 |   3.294e-02 |           95.9261 ‖
‖       151 | 122963 |              19357 |   3.295e-02 |           95.9262 ‖
‖       152 | 123804 |              19519 |   3.295e-02 |           95.9037 ‖
‖       153 | 124718 |              19616 |   3.295e-02 |           95.8429 ‖
‖       154 | 125672 |              19677 |   3.295e-02 |           95.8154 ‖
‖       155 | 126639 |              19731 |   3.293e-02 |           95.7989 ‖
‖       156 | 127646 |              19745 |   3.291e-02 |           95.7898 ‖
‖       157 | 128642 |              19769 |   3.289e-02 |           95.7897 ‖
‖       158 | 129618 |              19813 |   3.286e-02 |           95.7509 ‖
‖       159 | 130611 |              19841 |   3.282e-02 |           95.7325 ‖
‖       160 | 131605 |              19865 |   3.278e-02 |           95.7324 ‖
‖       161 | 132603 |              19888 |   3.273e-02 |           95.7278 ‖
‖       162 | 133612 |              19903 |   3.269e-02 |           95.7145 ‖
‖       163 | 134617 |              19919 |   3.265e-02 |           95.7084 ‖
‖       164 | 135625 |              19935 |   3.261e-02 |           95.7040 ‖
‖       165 | 136631 |              19953 |   3.258e-02 |           95.6951 ‖
‖       166 | 137633 |              19974 |   3.253e-02 |           95.6882 ‖
‖       167 | 138613 |              20015 |   3.250e-02 |           95.6713 ‖
‖       168 | 139547 |              20098 |   3.246e-02 |           95.6654 ‖
‖       169 | 140372 |              20278 |   3.242e-02 |           95.6595 ‖
‖       170 | 141060 |              20587 |   3.239e-02 |           95.6594 ‖
‖       171 | 141731 |              20908 |   3.236e-02 |           95.6595 ‖
‖       172 | 142444 |              21188 |   3.233e-02 |           95.6595 ‖
‖       173 | 143220 |              21410 |   3.230e-02 |           95.6595 ‖
‖       174 | 144085 |              21557 |   3.227e-02 |           95.6595 ‖
‖       175 | 144937 |              21715 |   3.223e-02 |           95.6580 ‖
‖       176 | 145706 |              21948 |   3.220e-02 |           95.6579 ‖
‖       177 | 146438 |              22220 |   3.218e-02 |           95.6579 ‖
‖       178 | 147065 |              22586 |   3.216e-02 |           95.6464 ‖
‖       179 | 147586 |              23045 |   3.215e-02 |           95.6302 ‖
‖       180 | 148038 |              23575 |   3.216e-02 |           95.6301 ‖
‖       181 | 148413 |              24161 |   3.216e-02 |           95.6177 ‖
‖       182 | 148922 |              24599 |   3.219e-02 |           95.6102 ‖
‖       183 | 149553 |              24944 |   3.221e-02 |           95.5947 ‖
‖       184 | 150263 |              25221 |   3.221e-02 |           95.5778 ‖
‖       185 | 151061 |              25416 |   3.221e-02 |           95.5717 ‖
‖       186 | 151871 |              25612 |   3.221e-02 |           95.5714 ‖
‖       187 | 152602 |              25894 |   3.220e-02 |           95.5443 ‖
‖       188 | 153425 |              26079 |   3.220e-02 |           95.5397 ‖
‖       189 | 154208 |              26304 |   3.220e-02 |           95.5170 ‖
‖       190 | 155045 |              26482 |   3.220e-02 |           95.5155 ‖
‖       191 | 155999 |              26542 |   3.221e-02 |           95.5121 ‖
‖       192 | 156882 |              26673 |   3.221e-02 |           95.4786 ‖
‖       193 | 157668 |              26897 |   3.220e-02 |           95.4786 ‖
‖       194 | 158549 |              27021 |   3.220e-02 |           95.4727 ‖
‖       195 | 159433 |              27158 |   3.219e-02 |           95.4648 ‖
‖       196 | 160214 |              27390 |   3.216e-02 |           95.4617 ‖
‖       197 | 161026 |              27576 |   3.215e-02 |           95.4617 ‖
‖       198 | 161816 |              27789 |   3.214e-02 |           95.4618 ‖
‖       199 | 162648 |              27962 |   3.213e-02 |           95.3867 ‖
‖       200 | 163378 |              28233 |   3.212e-02 |           95.3670 ‖
‖       201 | 164052 |              28559 |   3.211e-02 |           95.3670 ‖
‖       202 | 164578 |              29015 |   3.211e-02 |           95.2496 ‖
‖       203 | 165254 |              29320 |   3.212e-02 |           95.1927 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.072 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4641.vnnlib: unknown
--- Verification time: 20.0849 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (112/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5083.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5083.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5083.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.659e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5083.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (113/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_599.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_599.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_599.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.119e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_599.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (114/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3767.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3767.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3767.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.279e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.147e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.081e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.005e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.934e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.857e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.782e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.702e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.635e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.564e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.494e-02 |          100.0003 ‖
‖        12 |   2048 |                  0 |   3.415e-02 |          100.0000 ‖
‖        13 |   3072 |                  0 |   3.368e-02 |           99.9999 ‖
‖        14 |   4096 |                  0 |   3.338e-02 |          100.0006 ‖
‖        15 |   5120 |                  0 |   3.313e-02 |          100.0012 ‖
‖        16 |   6140 |                  4 |   3.287e-02 |           99.8830 ‖
‖        17 |   7164 |                  4 |   3.263e-02 |           99.8831 ‖
‖        18 |   8188 |                  4 |   3.241e-02 |           99.8834 ‖
‖        19 |   9212 |                  4 |   3.220e-02 |           99.8835 ‖
‖        20 |  10236 |                  4 |   3.200e-02 |           99.8835 ‖
‖        21 |  11260 |                  4 |   3.178e-02 |           99.8835 ‖
‖        22 |  12284 |                  4 |   3.160e-02 |           99.8834 ‖
‖        23 |  13308 |                  4 |   3.141e-02 |           99.8828 ‖
‖        24 |  14332 |                  4 |   3.119e-02 |           99.8832 ‖
‖        25 |  15298 |                 59 |   3.100e-02 |           99.4836 ‖
‖        26 |  16304 |                 75 |   3.083e-02 |           99.3712 ‖
‖        27 |  17328 |                 75 |   3.063e-02 |           99.3712 ‖
‖        28 |  18349 |                 78 |   3.047e-02 |           99.3253 ‖
‖        29 |  19373 |                 78 |   3.031e-02 |           99.3246 ‖
‖        30 |  20397 |                 78 |   3.011e-02 |           99.3253 ‖
‖        31 |  21421 |                 78 |   2.997e-02 |           99.3260 ‖
‖        32 |  22445 |                 78 |   2.983e-02 |           99.3259 ‖
‖        33 |  23469 |                 78 |   2.963e-02 |           99.3255 ‖
‖        34 |  24493 |                 78 |   2.950e-02 |           99.3251 ‖
‖        35 |  25517 |                 78 |   2.936e-02 |           99.3247 ‖
‖        36 |  26541 |                 78 |   2.917e-02 |           99.3252 ‖
‖        37 |  27565 |                 78 |   2.904e-02 |           99.3252 ‖
‖        38 |  28589 |                 78 |   2.890e-02 |           99.3247 ‖
‖        39 |  29613 |                 78 |   2.870e-02 |           99.3250 ‖
‖        40 |  30637 |                 78 |   2.857e-02 |           99.3253 ‖
‖        41 |  31661 |                 78 |   2.844e-02 |           99.3252 ‖
‖        42 |  32685 |                 78 |   2.826e-02 |           99.3254 ‖
‖        43 |  33709 |                 78 |   2.816e-02 |           99.3257 ‖
‖        44 |  34733 |                 78 |   2.805e-02 |           99.3254 ‖
‖        45 |  35757 |                 78 |   2.788e-02 |           99.3248 ‖
‖        46 |  36781 |                 78 |   2.778e-02 |           99.3250 ‖
‖        47 |  37805 |                 78 |   2.768e-02 |           99.3244 ‖
‖        48 |  38829 |                 78 |   2.751e-02 |           99.3241 ‖
‖        49 |  39853 |                 78 |   2.741e-02 |           99.3239 ‖
‖        50 |  40877 |                 78 |   2.730e-02 |           99.3234 ‖
‖        51 |  41895 |                 83 |   2.714e-02 |           99.3094 ‖
‖        52 |  42692 |                308 |   2.702e-02 |           98.4268 ‖
‖        53 |  43692 |                328 |   2.691e-02 |           98.3427 ‖
‖        54 |  44703 |                341 |   2.676e-02 |           98.2996 ‖
‖        55 |  45695 |                373 |   2.667e-02 |           98.1814 ‖
‖        56 |  46690 |                399 |   2.657e-02 |           98.1006 ‖
‖        57 |  47710 |                403 |   2.641e-02 |           98.0808 ‖
‖        58 |  48734 |                403 |   2.631e-02 |           98.0812 ‖
‖        59 |  49758 |                403 |   2.620e-02 |           98.0815 ‖
‖        60 |  50750 |                435 |   2.605e-02 |           97.9667 ‖
‖        61 |  51747 |                462 |   2.596e-02 |           97.8877 ‖
‖        61 |  50723 |                469 |   2.605e-02 |           95.2958 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 3.435 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3767.vnnlib: sat
--- Verification time: 3.4487 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (115/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2864.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2864.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2864.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.610e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.469e-02 |           81.1958 ‖
‖         3 |      2 |                  2 |   4.465e-02 |           50.0000 ‖
‖         4 |      4 |                  2 |   4.244e-02 |           42.0585 ‖
‖         5 |      6 |                  4 |   4.056e-02 |           27.2000 ‖
‖         6 |      8 |                  7 |   4.028e-02 |           22.6093 ‖
‖         7 |     11 |                 12 |   3.974e-02 |           14.8530 ‖
‖         8 |     15 |                 18 |   3.852e-02 |            9.4720 ‖
‖         9 |     17 |                 30 |   3.674e-02 |            4.7292 ‖
‖        10 |     16 |                 45 |   3.741e-02 |            2.7248 ‖
‖        11 |     16 |                 61 |   3.561e-02 |            1.1829 ‖
‖        12 |     13 |                 77 |   3.404e-02 |            0.5106 ‖
‖        13 |      7 |                 95 |   3.479e-02 |            0.1547 ‖
‖        14 |      4 |                105 |   2.864e-02 |            0.0160 ‖
‖        15 |      1 |                110 |   3.349e-02 |            0.0061 ‖
‖        16 |      1 |                111 |   3.304e-02 |            0.0029 ‖
‖        17 |      0 |                113 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.386 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2864.vnnlib: unsat
--- Verification time: 0.3964 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (116/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6686.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6686.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6686.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.678e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6686.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (117/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_810.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_810.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_810.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.210e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_810.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (118/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5224.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5224.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5224.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.932e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5224.vnnlib: sat
--- Verification time: 0.0164 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (119/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2804.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2804.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2804.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.062e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2804.vnnlib: unsat
--- Verification time: 0.0327 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (120/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3650.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3650.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3650.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.158e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.074e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.026e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.957e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.880e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.798e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.719e-02 |          100.0000 ‖
‖         8 |    127 |                  1 |   3.626e-02 |           98.7194 ‖
‖         9 |    244 |                 11 |   3.535e-02 |           94.1796 ‖
‖        10 |    457 |                 41 |   3.470e-02 |           87.0973 ‖
‖        11 |    766 |                183 |   3.371e-02 |           71.4454 ‖
‖        12 |   1230 |                464 |   3.295e-02 |           56.5072 ‖
‖        13 |   1736 |                942 |   3.189e-02 |           43.0144 ‖
‖        14 |   1846 |               1765 |   3.150e-02 |           31.3970 ‖
‖        15 |   2359 |               2202 |   3.114e-02 |           25.9898 ‖
‖        16 |   2753 |               2749 |   3.091e-02 |           22.6977 ‖
‖        17 |   3211 |               3244 |   3.069e-02 |           19.9823 ‖
‖        18 |   3543 |               3856 |   3.044e-02 |           17.0193 ‖
‖        19 |   3980 |               4369 |   3.023e-02 |           15.5366 ‖
‖        20 |   4488 |               4833 |   2.991e-02 |           13.7970 ‖
‖        21 |   4905 |               5378 |   2.968e-02 |           12.6918 ‖
‖        22 |   5359 |               5884 |   2.950e-02 |           12.0983 ‖
‖        23 |   5643 |               6568 |   2.923e-02 |           10.8082 ‖
‖        24 |   5876 |               7271 |   2.905e-02 |           10.4032 ‖
‖        25 |   5879 |               8213 |   2.890e-02 |            9.6043 ‖
‖        26 |   5812 |               9180 |   2.889e-02 |            9.0534 ‖
‖        27 |   5859 |              10063 |   2.880e-02 |            8.1181 ‖
‖        28 |   5881 |              10939 |   2.876e-02 |            7.7761 ‖
‖        29 |   6037 |              11703 |   2.871e-02 |            7.2320 ‖
‖        30 |   6036 |              12618 |   2.864e-02 |            6.8183 ‖
‖        31 |   6021 |              13562 |   2.857e-02 |            6.5274 ‖
‖        32 |   5801 |              14677 |   2.850e-02 |            6.0325 ‖
‖        33 |   5557 |              15809 |   2.842e-02 |            5.9187 ‖
‖        34 |   5391 |              16858 |   2.851e-02 |            5.6760 ‖
‖        35 |   5274 |              17875 |   2.850e-02 |            5.3219 ‖
‖        36 |   5265 |              18778 |   2.854e-02 |            4.9054 ‖
‖        37 |   5129 |              19815 |   2.851e-02 |            4.4082 ‖
‖        38 |   4848 |              20997 |   2.839e-02 |            4.1319 ‖
‖        39 |   4643 |              22088 |   2.842e-02 |            3.7632 ‖
‖        40 |   4475 |              23150 |   2.843e-02 |            3.4487 ‖
‖        41 |   4299 |              24221 |   2.846e-02 |            3.1536 ‖
‖        42 |   4158 |              25272 |   2.846e-02 |            2.8885 ‖
‖        43 |   3914 |              26397 |   2.849e-02 |            2.6631 ‖
‖        44 |   3662 |              27544 |   2.842e-02 |            2.4466 ‖
‖        45 |   3367 |              28739 |   2.839e-02 |            2.2350 ‖
‖        46 |   3103 |              29906 |   2.829e-02 |            1.9248 ‖
‖        47 |   2845 |              31055 |   2.833e-02 |            1.5903 ‖
‖        48 |   2556 |              32240 |   2.819e-02 |            1.3039 ‖
‖        49 |   2325 |              33346 |   2.808e-02 |            1.0307 ‖
‖        50 |   1951 |              34604 |   2.797e-02 |            0.8231 ‖
‖        51 |   1601 |              35849 |   2.778e-02 |            0.6036 ‖
‖        52 |   1194 |              37136 |   2.753e-02 |            0.3704 ‖
‖        53 |    789 |              38420 |   2.687e-02 |            0.1532 ‖
‖        54 |    365 |              39481 |   2.583e-02 |            0.0344 ‖
‖        55 |    116 |              39995 |   2.456e-02 |            0.0053 ‖
‖        56 |     16 |              40165 |   2.276e-02 |            0.0003 ‖
‖        57 |      1 |              40187 |   1.018e-02 |            0.0000 ‖
‖        58 |      0 |              40188 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 4.542 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3650.vnnlib: unsat
--- Verification time: 4.5532 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (121/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6337.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6337.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6337.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.846e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.742e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.666e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.575e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.476e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.375e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.271e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.169e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.101e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.012e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.917e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   3.825e-02 |           99.9998 ‖
‖        13 |   3072 |                  0 |   3.769e-02 |           99.9996 ‖
‖        14 |   4096 |                  0 |   3.732e-02 |           99.9997 ‖
‖        15 |   5120 |                  0 |   3.700e-02 |          100.0008 ‖
‖        16 |   6144 |                  0 |   3.667e-02 |          100.0002 ‖
‖        17 |   7168 |                  0 |   3.639e-02 |           99.9999 ‖
‖        18 |   8192 |                  0 |   3.611e-02 |           99.9992 ‖
‖        19 |   9216 |                  0 |   3.587e-02 |           99.9997 ‖
‖        20 |  10240 |                  0 |   3.564e-02 |          100.0006 ‖
‖        21 |  11264 |                  0 |   3.539e-02 |          100.0005 ‖
‖        22 |  12288 |                  0 |   3.516e-02 |          100.0003 ‖
‖        23 |  13312 |                  0 |   3.494e-02 |           99.9995 ‖
‖        24 |  14336 |                  0 |   3.470e-02 |           99.9987 ‖
‖        25 |  15354 |                  6 |   3.447e-02 |           99.8910 ‖
‖        26 |  16378 |                  6 |   3.426e-02 |           99.8911 ‖
‖        27 |  17402 |                  6 |   3.399e-02 |           99.8906 ‖
‖        28 |  18426 |                  6 |   3.379e-02 |           99.8902 ‖
‖        29 |  19450 |                  6 |   3.359e-02 |           99.8901 ‖
‖        30 |  20474 |                  6 |   3.333e-02 |           99.8899 ‖
‖        31 |  21498 |                  6 |   3.313e-02 |           99.8900 ‖
‖        32 |  22522 |                  6 |   3.292e-02 |           99.8904 ‖
‖        33 |  23546 |                  6 |   3.269e-02 |           99.8904 ‖
‖        34 |  24561 |                 15 |   3.252e-02 |           99.8905 ‖
‖        35 |  25540 |                 60 |   3.235e-02 |           99.8902 ‖
‖        36 |  26460 |                151 |   3.221e-02 |           99.8906 ‖
‖        37 |  27438 |                196 |   3.221e-02 |           99.8903 ‖
‖        38 |  28453 |                204 |   3.219e-02 |           99.8900 ‖
‖        39 |  29477 |                204 |   3.208e-02 |           99.8902 ‖
‖        40 |  30501 |                204 |   3.201e-02 |           99.8906 ‖
‖        41 |  31524 |                205 |   3.189e-02 |           99.8904 ‖
‖        42 |  32521 |                232 |   3.172e-02 |           99.8901 ‖
‖        43 |  33526 |                251 |   3.158e-02 |           99.8900 ‖
‖        44 |  34475 |                324 |   3.145e-02 |           99.8901 ‖
‖        45 |  35373 |                438 |   3.127e-02 |           99.8904 ‖
‖        46 |  36376 |                453 |   3.127e-02 |           99.8890 ‖
‖        47 |  37400 |                453 |   3.125e-02 |           99.8889 ‖
‖        48 |  38417 |                460 |   3.114e-02 |           99.8890 ‖
‖        49 |  39428 |                473 |   3.110e-02 |           99.8889 ‖
‖        50 |  40401 |                524 |   3.103e-02 |           99.8886 ‖
‖        51 |  41302 |                643 |   3.093e-02 |           99.8886 ‖
‖        52 |  42185 |                778 |   3.088e-02 |           99.5556 ‖
‖        53 |  43167 |                817 |   3.083e-02 |           99.4028 ‖
‖        54 |  44189 |                819 |   3.070e-02 |           99.4028 ‖
‖        55 |  45188 |                843 |   3.064e-02 |           99.3634 ‖
‖        56 |  46116 |                936 |   3.060e-02 |           99.3633 ‖
‖        57 |  46967 |               1103 |   3.048e-02 |           99.3628 ‖
‖        58 |  47756 |               1333 |   3.045e-02 |           99.3626 ‖
‖        59 |  48594 |               1500 |   3.043e-02 |           99.3624 ‖
‖        60 |  49595 |               1522 |   3.030e-02 |           99.3622 ‖
‖        61 |  50614 |               1525 |   3.026e-02 |           99.3593 ‖
‖        62 |  51635 |               1528 |   3.021e-02 |           99.3593 ‖
‖        63 |  52647 |               1540 |   3.007e-02 |           99.3596 ‖
‖        64 |  53643 |               1567 |   3.002e-02 |           99.3595 ‖
‖        65 |  54614 |               1616 |   2.997e-02 |           99.3597 ‖
‖        66 |  55540 |               1712 |   2.983e-02 |           99.3599 ‖
‖        67 |  56428 |               1844 |   2.975e-02 |           99.3598 ‖
‖        68 |  57268 |               2002 |   2.969e-02 |           99.3597 ‖
‖        69 |  58155 |               2116 |   2.963e-02 |           99.3597 ‖
‖        70 |  59104 |               2182 |   2.961e-02 |           99.3603 ‖
‖        71 |  60089 |               2217 |   2.958e-02 |           99.3619 ‖
‖        72 |  61050 |               2277 |   2.948e-02 |           99.3621 ‖
‖        73 |  61998 |               2351 |   2.943e-02 |           99.3624 ‖
‖        74 |  62899 |               2468 |   2.941e-02 |           99.3630 ‖
‖        75 |  63760 |               2627 |   2.933e-02 |           99.3632 ‖
‖        76 |  64663 |               2743 |   2.924e-02 |           99.3632 ‖
‖        77 |  65501 |               2913 |   2.922e-02 |           99.3630 ‖
‖        78 |  66447 |               2986 |   2.919e-02 |           99.3634 ‖
‖        79 |  67430 |               3023 |   2.919e-02 |           99.3632 ‖
‖        80 |  68388 |               3089 |   2.916e-02 |           99.3637 ‖
‖        81 |  69310 |               3180 |   2.906e-02 |           99.3637 ‖
‖        82 |  70056 |               3446 |   2.901e-02 |           99.3636 ‖
‖        83 |  70798 |               3689 |   2.896e-02 |           99.3635 ‖
‖        84 |  71498 |               3970 |   2.892e-02 |           99.3635 ‖
‖        85 |  72141 |               4323 |   2.886e-02 |           99.3633 ‖
‖        86 |  72831 |               4632 |   2.883e-02 |           99.3633 ‖
‖        87 |  73463 |               4984 |   2.881e-02 |           99.3632 ‖
‖        88 |  74255 |               5171 |   2.883e-02 |           99.3630 ‖
‖        89 |  75073 |               5349 |   2.885e-02 |           99.3629 ‖
‖        90 |  75886 |               5526 |   2.886e-02 |           99.3626 ‖
‖        91 |  76783 |               5633 |   2.889e-02 |           99.3626 ‖
‖        92 |  77733 |               5696 |   2.890e-02 |           99.3626 ‖
‖        93 |  78704 |               5743 |   2.889e-02 |           99.3627 ‖
‖        94 |  79715 |               5754 |   2.888e-02 |           99.3624 ‖
‖        95 |  80731 |               5760 |   2.886e-02 |           99.3622 ‖
‖        96 |  81750 |               5765 |   2.884e-02 |           99.3621 ‖
‖        97 |  82766 |               5773 |   2.884e-02 |           99.3618 ‖
‖        98 |  83728 |               5831 |   2.882e-02 |           99.3618 ‖
‖        99 |  84573 |               5998 |   2.879e-02 |           99.3617 ‖
‖       100 |  85339 |               6234 |   2.877e-02 |           99.3616 ‖
‖       101 |  86004 |               6586 |   2.878e-02 |           99.3616 ‖
‖       102 |  86698 |               6908 |   2.876e-02 |           99.3616 ‖
‖       103 |  87435 |               7173 |   2.875e-02 |           99.3617 ‖
‖       104 |  88330 |               7290 |   2.874e-02 |           99.3620 ‖
‖       105 |  89238 |               7398 |   2.872e-02 |           99.3642 ‖
‖       106 |  90192 |               7464 |   2.873e-02 |           99.3641 ‖
‖       107 |  91052 |               7622 |   2.870e-02 |           99.3641 ‖
‖       108 |  91991 |               7693 |   2.867e-02 |           99.3642 ‖
‖       109 |  92936 |               7770 |   2.866e-02 |           99.3642 ‖
‖       110 |  93799 |               7926 |   2.864e-02 |           99.3642 ‖
‖       111 |  94466 |               8268 |   2.858e-02 |           99.3642 ‖
‖       112 |  95223 |               8523 |   2.853e-02 |           99.3642 ‖
‖       113 |  95984 |               8774 |   2.848e-02 |           99.3641 ‖
‖       114 |  96844 |               8932 |   2.849e-02 |           99.3642 ‖
‖       115 |  97618 |               9172 |   2.850e-02 |           99.3641 ‖
‖       116 |  98442 |               9353 |   2.849e-02 |           99.3641 ‖
‖       117 |  99326 |               9490 |   2.850e-02 |           99.3642 ‖
‖       118 | 100306 |               9531 |   2.851e-02 |           99.3642 ‖
‖       119 | 101319 |               9540 |   2.848e-02 |           99.3642 ‖
‖       120 | 102300 |               9582 |   2.845e-02 |           99.3642 ‖
‖       121 | 103282 |               9621 |   2.842e-02 |           99.3641 ‖
‖       122 | 104226 |               9695 |   2.839e-02 |           99.3641 ‖
‖       123 | 105130 |               9808 |   2.838e-02 |           99.3644 ‖
‖       124 | 106010 |               9943 |   2.839e-02 |           99.3642 ‖
‖       125 | 106849 |              10121 |   2.836e-02 |           99.3640 ‖
‖       126 | 107678 |              10302 |   2.834e-02 |           99.3641 ‖
‖       127 | 108622 |              10380 |   2.833e-02 |           99.3642 ‖
‖       128 | 109565 |              10459 |   2.830e-02 |           99.3642 ‖
‖       129 | 110436 |              10593 |   2.827e-02 |           99.3642 ‖
‖       130 | 111443 |              10609 |   2.823e-02 |           99.3641 ‖
‖       131 | 112304 |              10766 |   2.818e-02 |           99.1345 ‖
‖       132 | 113180 |              10907 |   2.816e-02 |           98.9795 ‖
‖       133 | 114001 |              11089 |   2.812e-02 |           98.8523 ‖
‖       134 | 114780 |              11317 |   2.808e-02 |           98.6451 ‖
‖       135 | 115544 |              11568 |   2.807e-02 |           98.4693 ‖
‖       136 | 116165 |              11925 |   2.804e-02 |           98.4456 ‖
‖       137 | 116869 |              12188 |   2.801e-02 |           98.4405 ‖
‖       138 | 117691 |              12380 |   2.799e-02 |           98.4404 ‖
‖       139 | 118422 |              12661 |   2.796e-02 |           98.4404 ‖
‖       140 | 119134 |              12959 |   2.795e-02 |           98.2180 ‖
‖       141 | 119954 |              13152 |   2.796e-02 |           98.1423 ‖
‖       142 | 120754 |              13363 |   2.794e-02 |           98.1301 ‖
‖       143 | 121626 |              13508 |   2.793e-02 |           98.0796 ‖
‖       144 | 122501 |              13653 |   2.793e-02 |           98.0736 ‖
‖       145 | 123377 |              13795 |   2.790e-02 |           98.0731 ‖
‖       146 | 124118 |              14055 |   2.786e-02 |           98.0732 ‖
‖       147 | 124974 |              14213 |   2.783e-02 |           98.0731 ‖
‖       148 | 125686 |              14519 |   2.781e-02 |           98.0732 ‖
‖       149 | 126531 |              14671 |   2.780e-02 |           98.0731 ‖
‖       150 | 127536 |              14687 |   2.780e-02 |           98.0731 ‖
‖       151 | 128465 |              14776 |   2.778e-02 |           98.0731 ‖
‖       152 | 129447 |              14816 |   2.777e-02 |           98.0731 ‖
‖       153 | 130439 |              14845 |   2.776e-02 |           98.0731 ‖
‖       154 | 131419 |              14883 |   2.771e-02 |           98.0731 ‖
‖       155 | 132361 |              14963 |   2.767e-02 |           98.0731 ‖
‖       156 | 133248 |              15093 |   2.763e-02 |           98.0377 ‖
‖       157 | 134091 |              15270 |   2.762e-02 |           97.9823 ‖
‖       158 | 134828 |              15519 |   2.762e-02 |           97.9598 ‖
‖       159 | 135567 |              15767 |   2.758e-02 |           97.9511 ‖
‖       160 | 136433 |              15905 |   2.759e-02 |           97.9404 ‖
‖       161 | 137361 |              15997 |   2.758e-02 |           97.9404 ‖
‖       162 | 138236 |              16143 |   2.755e-02 |           97.9403 ‖
‖       163 | 139089 |              16302 |   2.751e-02 |           97.9404 ‖
‖       164 | 139868 |              16540 |   2.748e-02 |           97.9405 ‖
‖       165 | 140636 |              16786 |   2.747e-02 |           97.9386 ‖
‖       166 | 141575 |              16868 |   2.747e-02 |           97.9316 ‖
‖       167 | 142509 |              16954 |   2.747e-02 |           97.9316 ‖
‖       168 | 143349 |              17119 |   2.744e-02 |           97.9316 ‖
‖       169 | 144273 |              17210 |   2.744e-02 |           97.9317 ‖
‖       170 | 144973 |              17520 |   2.745e-02 |           97.9317 ‖
‖       171 | 145498 |              17979 |   2.743e-02 |           97.9316 ‖
‖       172 | 146124 |              18312 |   2.740e-02 |           97.9316 ‖
‖       173 | 146982 |              18443 |   2.737e-02 |           97.9317 ‖
‖       174 | 147804 |              18637 |   2.735e-02 |           97.9315 ‖
‖       175 | 148621 |              18840 |   2.734e-02 |           97.9317 ‖
‖       176 | 149546 |              18925 |   2.733e-02 |           97.9316 ‖
‖       177 | 150307 |              19179 |   2.730e-02 |           97.9317 ‖
‖       178 | 151020 |              19462 |   2.729e-02 |           97.9316 ‖
‖       179 | 151785 |              19699 |   2.728e-02 |           97.9316 ‖
‖       180 | 152563 |              19923 |   2.727e-02 |           97.9316 ‖
‖       181 | 153407 |              20083 |   2.725e-02 |           97.9316 ‖
‖       182 | 154305 |              20181 |   2.725e-02 |           97.9317 ‖
‖       183 | 155279 |              20227 |   2.726e-02 |           97.9316 ‖
‖       184 | 156228 |              20298 |   2.726e-02 |           97.9317 ‖
‖       185 | 157055 |              20475 |   2.724e-02 |           97.9316 ‖
‖       186 | 157917 |              20629 |   2.725e-02 |           97.9317 ‖
‖       187 | 158722 |              20835 |   2.727e-02 |           97.9317 ‖
‖       188 | 159505 |              21073 |   2.725e-02 |           97.9316 ‖
‖       189 | 160364 |              21226 |   2.723e-02 |           97.9316 ‖
‖       190 | 161239 |              21368 |   2.721e-02 |           97.9316 ‖
‖       191 | 162064 |              21557 |   2.719e-02 |           97.9316 ‖
‖       192 | 162874 |              21761 |   2.716e-02 |           97.9316 ‖
‖       193 | 163632 |              22002 |   2.716e-02 |           97.9316 ‖
‖       194 | 164222 |              22415 |   2.715e-02 |           97.9316 ‖
‖       195 | 164956 |              22666 |   2.716e-02 |           97.9317 ‖
‖       196 | 165737 |              22868 |   2.717e-02 |           97.9316 ‖
‖       197 | 166443 |              23167 |   2.716e-02 |           97.9316 ‖
‖       198 | 167267 |              23335 |   2.717e-02 |           97.9317 ‖
‖       199 | 168110 |              23499 |   2.716e-02 |           97.9316 ‖
‖       200 | 169046 |              23586 |   2.716e-02 |           97.9316 ‖
‖       201 | 169977 |              23667 |   2.715e-02 |           97.9316 ‖
‖       202 | 170747 |              23908 |   2.715e-02 |           97.9316 ‖
‖       203 | 171676 |              23987 |   2.715e-02 |           97.9315 ‖
‖       204 | 172596 |              24083 |   2.715e-02 |           97.9316 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.099 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6337.vnnlib: unknown
--- Verification time: 20.1134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (122/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2829.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2829.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2829.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.418e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2829.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (123/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5462.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5462.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5462.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.182e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.101e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.974e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.919e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.864e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.778e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   2.703e-02 |           99.7112 ‖
‖         8 |    123 |                  5 |   2.643e-02 |           94.9870 ‖
‖         9 |    230 |                 21 |   2.563e-02 |           85.8707 ‖
‖        10 |    399 |                 77 |   2.511e-02 |           74.6146 ‖
‖        11 |    678 |                188 |   2.428e-02 |           61.7394 ‖
‖        12 |   1072 |                443 |   2.386e-02 |           47.5947 ‖
‖        13 |   1547 |                939 |   2.342e-02 |           35.3294 ‖
‖        14 |   1972 |               1477 |   2.305e-02 |           28.4861 ‖
‖        15 |   2667 |               1751 |   2.287e-02 |           25.3724 ‖
‖        16 |   3071 |               2311 |   2.273e-02 |           21.9124 ‖
‖        17 |   3869 |               2504 |   2.254e-02 |           20.4921 ‖
‖        18 |   4452 |               2919 |   2.225e-02 |           17.5952 ‖
‖        19 |   5287 |               3080 |   2.204e-02 |           16.8994 ‖
‖        20 |   5742 |               3589 |   2.180e-02 |           15.1687 ‖
‖        21 |   6300 |               4017 |   2.159e-02 |           14.9398 ‖
‖        22 |   6490 |               4786 |   2.148e-02 |           13.4737 ‖
‖        23 |   6837 |               5361 |   2.143e-02 |           13.0033 ‖
‖        24 |   6995 |               6140 |   2.136e-02 |           12.2600 ‖
‖        25 |   7092 |               6964 |   2.123e-02 |           10.9150 ‖
‖        26 |   7379 |               7647 |   2.109e-02 |           10.7663 ‖
‖        27 |   7488 |               8505 |   2.096e-02 |            9.7246 ‖
‖        28 |   7513 |               9392 |   2.089e-02 |            9.2174 ‖
‖        29 |   7445 |              10363 |   2.083e-02 |            8.7783 ‖
‖        30 |   7409 |              11307 |   2.073e-02 |            8.0373 ‖
‖        31 |   7302 |              12314 |   2.064e-02 |            7.7371 ‖
‖        32 |   7377 |              13190 |   2.053e-02 |            7.2215 ‖
‖        33 |   7202 |              14255 |   2.045e-02 |            6.5375 ‖
‖        34 |   7058 |              15311 |   2.037e-02 |            5.8423 ‖
‖        35 |   6998 |              16302 |   2.022e-02 |            5.1957 ‖
‖        36 |   6835 |              17354 |   2.013e-02 |            4.7919 ‖
‖        37 |   6585 |              18512 |   2.001e-02 |            4.3795 ‖
‖        38 |   6182 |              19805 |   1.985e-02 |            3.7196 ‖
‖        39 |   5861 |              21012 |   1.967e-02 |            3.3874 ‖
‖        40 |   5596 |              22172 |   1.956e-02 |            3.1072 ‖
‖        41 |   5397 |              23261 |   1.943e-02 |            2.5950 ‖
‖        42 |   5238 |              24326 |   1.924e-02 |            2.1649 ‖
‖        43 |   4992 |              25454 |   1.905e-02 |            1.9156 ‖
‖        44 |   4777 |              26545 |   1.892e-02 |            1.6978 ‖
‖        45 |   4560 |              27649 |   1.871e-02 |            1.4608 ‖
‖        46 |   4236 |              28847 |   1.846e-02 |            1.1887 ‖
‖        47 |   3715 |              30200 |   1.830e-02 |            0.8564 ‖
‖        48 |   3274 |              31481 |   1.806e-02 |            0.5142 ‖
‖        49 |   2722 |              32819 |   1.792e-02 |            0.3044 ‖
‖        50 |   2110 |              34232 |   1.762e-02 |            0.2216 ‖
‖        51 |   1604 |              35526 |   1.762e-02 |            0.1095 ‖
‖        52 |   1173 |              36761 |   1.712e-02 |            0.0462 ‖
‖        53 |    786 |              37960 |   1.676e-02 |            0.0113 ‖
‖        54 |    428 |              38905 |   1.620e-02 |            0.0019 ‖
‖        55 |    210 |              39431 |   1.587e-02 |            0.0003 ‖
‖        56 |     88 |              39697 |   1.507e-02 |            0.0000 ‖
‖        57 |     26 |              39814 |   1.549e-02 |            0.0000 ‖
‖        58 |      5 |              39852 |   1.421e-02 |            0.0000 ‖
‖        59 |      1 |              39859 |   1.618e-02 |            0.0000 ‖
‖        60 |      0 |              39861 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 4.702 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5462.vnnlib: unsat
--- Verification time: 4.7127 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (124/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5205.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5205.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5205.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.200e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5205.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (125/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6351.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6351.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6351.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.944e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.744e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.644e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.406e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.250e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.145e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   5.015e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.868e-02 |           99.9999 ‖
‖         8 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.148 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6351.vnnlib: sat
--- Verification time: 0.1587 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (126/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7796.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7796.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7796.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.030e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.914e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.828e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.763e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.685e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.562e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.519e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.435e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.333e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.248e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.179e-02 |           99.9459 ‖
‖        12 |   2030 |                 18 |   3.108e-02 |           98.7001 ‖
‖        13 |   2970 |                100 |   3.061e-02 |           96.2671 ‖
‖        14 |   3981 |                113 |   3.033e-02 |           95.7692 ‖
‖        15 |   5000 |                117 |   3.010e-02 |           95.7259 ‖
‖        16 |   5921 |                212 |   2.979e-02 |           94.4663 ‖
‖        17 |   6820 |                325 |   2.954e-02 |           93.0316 ‖
‖        18 |   7837 |                332 |   2.933e-02 |           92.9299 ‖
‖        19 |   8761 |                432 |   2.910e-02 |           91.4270 ‖
‖        20 |   9752 |                464 |   2.890e-02 |           90.8721 ‖
‖        21 |  10771 |                468 |   2.869e-02 |           90.8577 ‖
‖        22 |  11789 |                474 |   2.851e-02 |           90.6930 ‖
‖        23 |  12813 |                474 |   2.834e-02 |           90.6775 ‖
‖        24 |  13750 |                557 |   2.815e-02 |           90.3231 ‖
‖        25 |  14567 |                751 |   2.798e-02 |           89.7831 ‖
‖        26 |  15337 |                990 |   2.783e-02 |           89.4043 ‖
‖        27 |  16090 |               1233 |   2.773e-02 |           89.2444 ‖
‖        28 |  16808 |               1526 |   2.767e-02 |           88.1624 ‖
‖        29 |  17723 |               1626 |   2.761e-02 |           87.9490 ‖
‖        30 |  18714 |               1657 |   2.755e-02 |           87.7940 ‖
‖        31 |  19715 |               1679 |   2.752e-02 |           87.7496 ‖
‖        32 |  20687 |               1729 |   2.745e-02 |           87.7458 ‖
‖        33 |  21453 |               1958 |   2.739e-02 |           87.1143 ‖
‖        34 |  22175 |               2247 |   2.733e-02 |           86.0197 ‖
‖        35 |  22994 |               2430 |   2.725e-02 |           85.8315 ‖
‖        36 |  23768 |               2664 |   2.719e-02 |           85.1916 ‖
‖        37 |  24544 |               2897 |   2.715e-02 |           84.5632 ‖
‖        38 |  25371 |               3079 |   2.707e-02 |           84.5245 ‖
‖        39 |  26245 |               3218 |   2.701e-02 |           84.4497 ‖
‖        40 |  27118 |               3357 |   2.697e-02 |           84.4484 ‖
‖        41 |  27936 |               3557 |   2.688e-02 |           84.4465 ‖
‖        42 |  28757 |               3740 |   2.681e-02 |           84.4209 ‖
‖        43 |  29522 |               3992 |   2.678e-02 |           83.9610 ‖
‖        44 |  30290 |               4231 |   2.672e-02 |           83.8964 ‖
‖        45 |  31074 |               4453 |   2.663e-02 |           83.8826 ‖
‖        46 |  31788 |               4750 |   2.661e-02 |           83.7016 ‖
‖        47 |  32476 |               5066 |   2.660e-02 |           83.6309 ‖
‖        48 |  33052 |               5485 |   2.657e-02 |           83.3626 ‖
‖        49 |  33791 |               5758 |   2.655e-02 |           83.3504 ‖
‖        50 |  34507 |               6048 |   2.654e-02 |           83.2339 ‖
‖        51 |  35046 |               6521 |   2.650e-02 |           82.6310 ‖
‖        52 |  35819 |               6757 |   2.649e-02 |           82.4196 ‖
‖        53 |  36398 |               7184 |   2.645e-02 |           82.3388 ‖
‖        54 |  37182 |               7412 |   2.644e-02 |           82.2244 ‖
‖        55 |  37750 |               7838 |   2.641e-02 |           82.1280 ‖
‖        56 |  38189 |               8377 |   2.639e-02 |           82.0267 ‖
‖        57 |  38527 |               8976 |   2.638e-02 |           81.9973 ‖
‖        58 |  38925 |               9543 |   2.638e-02 |           81.9146 ‖
‖        59 |  39523 |               9931 |   2.639e-02 |           81.7131 ‖
‖        60 |  40172 |              10271 |   2.639e-02 |           81.4611 ‖
‖        61 |  40934 |              10514 |   2.638e-02 |           81.2547 ‖
‖        62 |  41647 |              10797 |   2.636e-02 |           81.2360 ‖
‖        63 |  42275 |              11152 |   2.634e-02 |           81.0708 ‖
‖        64 |  43017 |              11406 |   2.632e-02 |           80.9791 ‖
‖        65 |  43735 |              11695 |   2.630e-02 |           80.9386 ‖
‖        66 |  44368 |              12045 |   2.628e-02 |           80.9280 ‖
‖        67 |  45094 |              12311 |   2.628e-02 |           80.8586 ‖
‖        68 |  45802 |              12609 |   2.627e-02 |           80.8493 ‖
‖        69 |  46339 |              13061 |   2.624e-02 |           80.8385 ‖
‖        70 |  46987 |              13407 |   2.624e-02 |           80.8300 ‖
‖        71 |  47549 |              13848 |   2.622e-02 |           80.8210 ‖
‖        72 |  48032 |              14352 |   2.620e-02 |           80.7406 ‖
‖        73 |  48568 |              14799 |   2.618e-02 |           80.3537 ‖
‖        74 |  49123 |              15245 |   2.615e-02 |           80.3139 ‖
‖        75 |  49578 |              15777 |   2.614e-02 |           79.9444 ‖
‖        76 |  50041 |              16304 |   2.612e-02 |           79.1769 ‖
‖        77 |  50481 |              16833 |   2.609e-02 |           79.0574 ‖
‖        78 |  51093 |              17209 |   2.607e-02 |           78.9706 ‖
‖        79 |  51670 |              17626 |   2.604e-02 |           78.9417 ‖
‖        80 |  52230 |              18049 |   2.602e-02 |           78.8402 ‖
‖        81 |  52752 |              18511 |   2.600e-02 |           78.2661 ‖
‖        82 |  53243 |              19019 |   2.597e-02 |           78.1667 ‖
‖        83 |  53745 |              19489 |   2.596e-02 |           77.5879 ‖
‖        84 |  54238 |              19979 |   2.595e-02 |           77.2280 ‖
‖        85 |  54719 |              20481 |   2.593e-02 |           77.0735 ‖
‖        86 |  55265 |              20925 |   2.590e-02 |           77.0339 ‖
‖        87 |  55822 |              21355 |   2.588e-02 |           76.9428 ‖
‖        88 |  56498 |              21682 |   2.586e-02 |           76.9021 ‖
‖        89 |  57144 |              22019 |   2.584e-02 |           76.8734 ‖
‖        90 |  57648 |              22519 |   2.582e-02 |           76.8620 ‖
‖        91 |  58249 |              22908 |   2.581e-02 |           76.8408 ‖
‖        92 |  58791 |              23365 |   2.582e-02 |           76.8299 ‖
‖        93 |  59291 |              23841 |   2.581e-02 |           76.8222 ‖
‖        94 |  59990 |              24140 |   2.580e-02 |           76.8122 ‖
‖        95 |  60588 |              24543 |   2.578e-02 |           76.7824 ‖
‖        96 |  61171 |              24944 |   2.575e-02 |           76.7442 ‖
‖        97 |  61757 |              25340 |   2.573e-02 |           76.7363 ‖
‖        98 |  62139 |              25913 |   2.572e-02 |           76.6156 ‖
‖        99 |  62722 |              26322 |   2.572e-02 |           76.0883 ‖
‖       100 |  63220 |              26809 |   2.572e-02 |           75.6841 ‖
‖       101 |  63764 |              27255 |   2.572e-02 |           75.3152 ‖
‖       102 |  64379 |              27635 |   2.571e-02 |           75.0531 ‖
‖       103 |  64903 |              28095 |   2.569e-02 |           74.9852 ‖
‖       104 |  65418 |              28574 |   2.566e-02 |           74.9480 ‖
‖       105 |  65843 |              29106 |   2.564e-02 |           74.9330 ‖
‖       106 |  66372 |              29537 |   2.562e-02 |           74.7705 ‖
‖       107 |  67122 |              29784 |   2.562e-02 |           74.4333 ‖
‖       108 |  67666 |              30218 |   2.561e-02 |           74.3112 ‖
‖       109 |  68490 |              30401 |   2.561e-02 |           74.0798 ‖
‖       110 |  69236 |              30656 |   2.561e-02 |           73.8440 ‖
‖       111 |  69823 |              31066 |   2.560e-02 |           73.7280 ‖
‖       112 |  70288 |              31574 |   2.559e-02 |           73.6052 ‖
‖       113 |  70833 |              32008 |   2.559e-02 |           73.4755 ‖
‖       114 |  71408 |              32422 |   2.559e-02 |           73.3756 ‖
‖       115 |  71793 |              32993 |   2.559e-02 |           73.1830 ‖
‖       116 |  72452 |              33335 |   2.558e-02 |           73.1248 ‖
‖       117 |  72988 |              33773 |   2.558e-02 |           72.9657 ‖
‖       118 |  73575 |              34186 |   2.557e-02 |           72.5365 ‖
‖       119 |  74105 |              34634 |   2.557e-02 |           72.2989 ‖
‖       120 |  74696 |              35039 |   2.556e-02 |           72.0170 ‖
‖       121 |  75189 |              35524 |   2.556e-02 |           71.9416 ‖
‖       122 |  75397 |              36291 |   2.554e-02 |           71.8908 ‖
‖       123 |  75554 |              37053 |   2.554e-02 |           71.8760 ‖
‖       124 |  75774 |              37796 |   2.553e-02 |           71.6836 ‖
‖       125 |  76213 |              38322 |   2.554e-02 |           71.5512 ‖
‖       126 |  76541 |              38952 |   2.553e-02 |           71.4926 ‖
‖       127 |  76890 |              39580 |   2.553e-02 |           71.4259 ‖
‖       128 |  77258 |              40149 |   2.553e-02 |           71.3716 ‖
‖       129 |  77608 |              40752 |   2.552e-02 |           71.3221 ‖
‖       130 |  78234 |              41102 |   2.550e-02 |           71.2813 ‖
‖       131 |  78998 |              41337 |   2.548e-02 |           71.2528 ‖
‖       132 |  79724 |              41604 |   2.546e-02 |           71.2205 ‖
‖       133 |  80384 |              41921 |   2.544e-02 |           71.1996 ‖
‖       134 |  80956 |              42320 |   2.544e-02 |           71.1308 ‖
‖       135 |  81509 |              42755 |   2.544e-02 |           71.0527 ‖
‖       136 |  81908 |              43321 |   2.544e-02 |           70.9957 ‖
‖       137 |  82376 |              43832 |   2.544e-02 |           70.9311 ‖
‖       138 |  82730 |              44436 |   2.543e-02 |           70.8902 ‖
‖       139 |  83185 |              44941 |   2.543e-02 |           70.8385 ‖
‖       140 |  83593 |              45512 |   2.543e-02 |           70.7807 ‖
‖       141 |  83937 |              46129 |   2.542e-02 |           70.7634 ‖
‖       142 |  84262 |              46785 |   2.541e-02 |           70.7412 ‖
‖       143 |  84538 |              47457 |   2.541e-02 |           70.6276 ‖
‖       144 |  84895 |              48061 |   2.540e-02 |           70.5642 ‖
‖       145 |  85277 |              48650 |   2.540e-02 |           70.4987 ‖
‖       146 |  85839 |              49062 |   2.539e-02 |           70.4565 ‖
‖       147 |  86376 |              49509 |   2.539e-02 |           70.4084 ‖
‖       148 |  86646 |              50189 |   2.538e-02 |           70.3808 ‖
‖       149 |  87086 |              50733 |   2.537e-02 |           70.3648 ‖
‖       150 |  87413 |              51368 |   2.537e-02 |           70.3287 ‖
‖       151 |  87847 |              51896 |   2.536e-02 |           70.3084 ‖
‖       152 |  88193 |              52529 |   2.536e-02 |           70.2920 ‖
‖       153 |  88731 |              52958 |   2.535e-02 |           70.1950 ‖
‖       154 |  89239 |              53426 |   2.536e-02 |           70.0772 ‖
‖       155 |  89561 |              54067 |   2.536e-02 |           70.0267 ‖
‖       156 |  90059 |              54549 |   2.536e-02 |           69.9803 ‖
‖       157 |  90497 |              55088 |   2.536e-02 |           69.9609 ‖
‖       158 |  90899 |              55647 |   2.535e-02 |           69.9493 ‖
‖       159 |  91101 |              56411 |   2.535e-02 |           69.9371 ‖
‖       160 |  91620 |              56860 |   2.535e-02 |           69.8990 ‖
‖       161 |  92081 |              57378 |   2.536e-02 |           69.8801 ‖
‖       162 |  92397 |              58022 |   2.535e-02 |           69.8672 ‖
‖       163 |  92698 |              58685 |   2.535e-02 |           69.8423 ‖
‖       164 |  93026 |              59326 |   2.534e-02 |           69.7408 ‖
‖       165 |  93298 |              60003 |   2.534e-02 |           69.7007 ‖
‖       166 |  93770 |              60497 |   2.533e-02 |           69.6651 ‖
‖       167 |  94177 |              61066 |   2.532e-02 |           69.4796 ‖
‖       168 |  94404 |              61788 |   2.532e-02 |           69.4648 ‖
‖       169 |  94728 |              62441 |   2.531e-02 |           69.4509 ‖
‖       170 |  94902 |              63225 |   2.530e-02 |           69.3446 ‖
‖       171 |  95185 |              63858 |   2.530e-02 |           69.1943 ‖
‖       172 |  95530 |              64471 |   2.530e-02 |           68.9629 ‖
‖       173 |  95978 |              64998 |   2.530e-02 |           68.6889 ‖
‖       174 |  96356 |              65601 |   2.530e-02 |           68.6131 ‖
‖       175 |  96758 |              66145 |   2.530e-02 |           68.5248 ‖
‖       176 |  97308 |              66563 |   2.529e-02 |           68.4415 ‖
‖       177 |  97755 |              67113 |   2.528e-02 |           68.4231 ‖
‖       178 |  98084 |              67739 |   2.527e-02 |           68.4121 ‖
‖       179 |  98511 |              68303 |   2.526e-02 |           68.3832 ‖
‖       180 |  98977 |              68822 |   2.525e-02 |           68.2659 ‖
‖       181 |  99314 |              69418 |   2.524e-02 |           68.2328 ‖
‖       182 |  99551 |              70113 |   2.524e-02 |           68.1717 ‖
‖       183 |  99899 |              70708 |   2.524e-02 |           67.8324 ‖
‖       184 | 100193 |              71390 |   2.524e-02 |           67.6474 ‖
‖       185 | 100564 |              71950 |   2.524e-02 |           67.5984 ‖
‖       186 | 100963 |              72530 |   2.523e-02 |           67.4063 ‖
‖       187 | 101382 |              73084 |   2.522e-02 |           66.9718 ‖
‖       188 | 101769 |              73659 |   2.521e-02 |           66.8372 ‖
‖       189 | 102335 |              74074 |   2.519e-02 |           66.6074 ‖
‖       190 | 102814 |              74586 |   2.517e-02 |           66.5860 ‖
‖       191 | 103237 |              75133 |   2.516e-02 |           66.3948 ‖
‖       192 | 103735 |              75594 |   2.515e-02 |           66.2547 ‖
‖       193 | 104319 |              75995 |   2.513e-02 |           66.1851 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.083 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7796.vnnlib: unknown
--- Verification time: 20.0975 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (127/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1094.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1094.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1094.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.110e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.918e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.780e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.684e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.579e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.433e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.309e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.211e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.151e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.087e-02 |           99.9999 ‖
‖        11 |   1022 |                  2 |   3.022e-02 |           99.6728 ‖
‖        12 |   2018 |                 28 |   2.943e-02 |           97.9266 ‖
‖        13 |   2964 |                100 |   2.889e-02 |           95.4102 ‖
‖        14 |   3981 |                105 |   2.859e-02 |           95.2944 ‖
‖        14 |   2957 |                113 |   2.854e-02 |           65.0598 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.536 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1094.vnnlib: sat
--- Verification time: 0.5479 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (128/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2084.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2084.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2084.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.434e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2084.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (129/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2695.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2695.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2695.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.466e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2695.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (130/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3322.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3322.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3322.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.188e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3322.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (131/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5336.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5336.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5336.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.433e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5336.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (132/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2360.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2360.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2360.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.342e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2360.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (133/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2983.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2983.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2983.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.730e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.546e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.454e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.283e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.186e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.024e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.891e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.773e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.642e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.520e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.400e-02 |          100.0000 ‖
‖        12 |   2048 |                  0 |   4.272e-02 |           99.9999 ‖
‖        13 |   3072 |                  0 |   4.190e-02 |          100.0000 ‖
‖        14 |   4096 |                  0 |   4.138e-02 |           99.9999 ‖
‖        15 |   5120 |                  0 |   4.103e-02 |          100.0010 ‖
‖        16 |   6144 |                  0 |   4.060e-02 |          100.0004 ‖
‖        17 |   7167 |                  1 |   4.027e-02 |           99.9856 ‖
‖        18 |   8185 |                  7 |   4.007e-02 |           99.9423 ‖
‖        19 |   9209 |                  7 |   3.989e-02 |           99.9428 ‖
‖        20 |  10233 |                  7 |   3.969e-02 |           99.9432 ‖
‖        21 |  11257 |                  7 |   3.954e-02 |           99.9424 ‖
‖        22 |  12273 |                 15 |   3.932e-02 |           99.9394 ‖
‖        23 |  13234 |                 75 |   3.915e-02 |           99.9309 ‖
‖        24 |  14102 |                222 |   3.904e-02 |           99.9217 ‖
‖        25 |  14880 |                456 |   3.896e-02 |           99.9113 ‖
‖        26 |  15609 |                723 |   3.892e-02 |           99.9087 ‖
‖        27 |  16385 |                947 |   3.887e-02 |           99.9082 ‖
‖        28 |  17338 |               1007 |   3.879e-02 |           99.9085 ‖
‖        29 |  18354 |               1015 |   3.868e-02 |           99.9086 ‖
‖        30 |  19372 |               1020 |   3.854e-02 |           99.9075 ‖
‖        31 |  20343 |               1072 |   3.840e-02 |           99.8995 ‖
‖        32 |  21131 |               1295 |   3.827e-02 |           99.7203 ‖
‖        33 |  21695 |               1723 |   3.823e-02 |           99.6721 ‖
‖        34 |  22153 |               2253 |   3.823e-02 |           99.6648 ‖
‖        35 |  22674 |               2706 |   3.825e-02 |           99.6566 ‖
‖        36 |  23437 |               2931 |   3.824e-02 |           99.6403 ‖
‖        37 |  24378 |               3005 |   3.816e-02 |           99.6162 ‖
‖        38 |  25280 |               3119 |   3.807e-02 |           99.5918 ‖
‖        39 |  26195 |               3221 |   3.800e-02 |           99.5809 ‖
‖        40 |  27161 |               3277 |   3.791e-02 |           99.5754 ‖
‖        41 |  28125 |               3336 |   3.784e-02 |           99.5669 ‖
‖        42 |  29117 |               3365 |   3.778e-02 |           99.5650 ‖
‖        43 |  30087 |               3416 |   3.774e-02 |           99.5637 ‖
‖        44 |  31093 |               3433 |   3.769e-02 |           99.5630 ‖
‖        45 |  32074 |               3474 |   3.761e-02 |           99.5586 ‖
‖        46 |  33028 |               3535 |   3.753e-02 |           99.5493 ‖
‖        47 |  33927 |               3652 |   3.745e-02 |           99.5288 ‖
‖        48 |  34690 |               3890 |   3.739e-02 |           99.5058 ‖
‖        49 |  35349 |               4226 |   3.730e-02 |           99.4907 ‖
‖        50 |  36070 |               4501 |   3.724e-02 |           99.4855 ‖
‖        51 |  36848 |               4719 |   3.718e-02 |           99.3679 ‖
‖        52 |  37767 |               4810 |   3.712e-02 |           99.3628 ‖
‖        53 |  38681 |               4907 |   3.703e-02 |           99.3624 ‖
‖        54 |  39630 |               4978 |   3.693e-02 |           99.3620 ‖
‖        55 |  40593 |               5034 |   3.682e-02 |           99.3612 ‖
‖        56 |  41535 |               5110 |   3.670e-02 |           99.3606 ‖
‖        57 |  42522 |               5143 |   3.656e-02 |           99.3597 ‖
‖        58 |  43496 |               5183 |   3.642e-02 |           99.3587 ‖
‖        59 |  44505 |               5197 |   3.627e-02 |           99.3585 ‖
‖        60 |  45525 |               5200 |   3.611e-02 |           99.3582 ‖
‖        61 |  46533 |               5215 |   3.594e-02 |           99.3534 ‖
‖        62 |  47505 |               5266 |   3.589e-02 |           99.3401 ‖
‖        63 |  48367 |               5419 |   3.584e-02 |           99.3258 ‖
‖        64 |  49261 |               5542 |   3.579e-02 |           99.3138 ‖
‖        65 |  50047 |               5769 |   3.573e-02 |           99.2960 ‖
‖        66 |  50828 |               5988 |   3.568e-02 |           99.2874 ‖
‖        67 |  51613 |               6215 |   3.563e-02 |           99.2585 ‖
‖        68 |  52425 |               6398 |   3.561e-02 |           99.2532 ‖
‖        69 |  53264 |               6564 |   3.556e-02 |           99.2479 ‖
‖        70 |  54023 |               6813 |   3.550e-02 |           99.2351 ‖
‖        71 |  54770 |               7064 |   3.545e-02 |           99.2303 ‖
‖        72 |  55561 |               7279 |   3.542e-02 |           99.0303 ‖
‖        73 |  56098 |               7719 |   3.540e-02 |           98.8557 ‖
‖        74 |  56751 |               8059 |   3.542e-02 |           98.5893 ‖
‖        75 |  57497 |               8293 |   3.545e-02 |           98.3033 ‖
‖        76 |  58339 |               8456 |   3.547e-02 |           98.1420 ‖
‖        77 |  59115 |               8682 |   3.547e-02 |           97.9891 ‖
‖        78 |  59841 |               8960 |   3.548e-02 |           97.8967 ‖
‖        79 |  60671 |               9134 |   3.547e-02 |           97.8655 ‖
‖        80 |  61645 |               9179 |   3.546e-02 |           97.8628 ‖
‖        81 |  62633 |               9210 |   3.544e-02 |           97.8590 ‖
‖        82 |  63611 |               9253 |   3.542e-02 |           97.8482 ‖
‖        83 |  64631 |               9255 |   3.539e-02 |           97.8483 ‖
‖        84 |  65537 |               9366 |   3.534e-02 |           97.8367 ‖
‖        85 |  66516 |               9406 |   3.530e-02 |           97.8326 ‖
‖        86 |  67532 |               9413 |   3.526e-02 |           97.8329 ‖
‖        87 |  68488 |               9479 |   3.521e-02 |           97.8220 ‖
‖        88 |  69451 |               9536 |   3.516e-02 |           97.7496 ‖
‖        89 |  70417 |               9592 |   3.511e-02 |           97.7093 ‖
‖        90 |  71279 |               9748 |   3.507e-02 |           97.6807 ‖
‖        91 |  72119 |               9921 |   3.503e-02 |           97.6757 ‖
‖        92 |  72916 |              10136 |   3.498e-02 |           97.6536 ‖
‖        93 |  73618 |              10434 |   3.494e-02 |           97.6073 ‖
‖        94 |  74327 |              10728 |   3.492e-02 |           97.4882 ‖
‖        95 |  75035 |              11018 |   3.491e-02 |           97.4102 ‖
‖        96 |  75807 |              11247 |   3.490e-02 |           97.3686 ‖
‖        97 |  76601 |              11467 |   3.489e-02 |           97.3065 ‖
‖        98 |  77456 |              11617 |   3.488e-02 |           97.2764 ‖
‖        99 |  78364 |              11717 |   3.488e-02 |           97.2635 ‖
‖       100 |  79253 |              11845 |   3.488e-02 |           97.2352 ‖
‖       101 |  80091 |              12012 |   3.486e-02 |           97.1968 ‖
‖       102 |  80882 |              12226 |   3.485e-02 |           97.1682 ‖
‖       103 |  81562 |              12546 |   3.484e-02 |           97.1462 ‖
‖       104 |  82175 |              12927 |   3.481e-02 |           97.1201 ‖
‖       105 |  82846 |              13246 |   3.479e-02 |           97.1100 ‖
‖       106 |  83601 |              13492 |   3.476e-02 |           97.1063 ‖
‖       107 |  84310 |              13789 |   3.472e-02 |           97.0828 ‖
‖       108 |  84967 |              14132 |   3.469e-02 |           97.0705 ‖
‖       109 |  85697 |              14409 |   3.465e-02 |           97.0670 ‖
‖       110 |  86246 |              14860 |   3.461e-02 |           97.0251 ‖
‖       111 |  87029 |              15075 |   3.458e-02 |           97.0233 ‖
‖       112 |  87889 |              15224 |   3.453e-02 |           97.0143 ‖
‖       113 |  88475 |              15641 |   3.448e-02 |           96.9987 ‖
‖       114 |  89136 |              15984 |   3.446e-02 |           96.9982 ‖
‖       115 |  89930 |              16197 |   3.446e-02 |           96.9915 ‖
‖       116 |  90782 |              16360 |   3.444e-02 |           96.9844 ‖
‖       117 |  91560 |              16590 |   3.441e-02 |           96.9756 ‖
‖       118 |  92206 |              16943 |   3.440e-02 |           96.9653 ‖
‖       119 |  93016 |              17148 |   3.440e-02 |           96.9505 ‖
‖       120 |  93688 |              17484 |   3.440e-02 |           96.7272 ‖
‖       121 |  94477 |              17694 |   3.439e-02 |           96.6714 ‖
‖       122 |  95256 |              17924 |   3.437e-02 |           96.6619 ‖
‖       123 |  96101 |              18083 |   3.437e-02 |           96.6059 ‖
‖       124 |  97026 |              18174 |   3.435e-02 |           96.5873 ‖
‖       125 |  97855 |              18356 |   3.431e-02 |           96.5788 ‖
‖       126 |  98648 |              18577 |   3.429e-02 |           96.5732 ‖
‖       127 |  99331 |              18895 |   3.426e-02 |           96.5704 ‖
‖       128 | 100142 |              19096 |   3.422e-02 |           96.5684 ‖
‖       129 | 100924 |              19323 |   3.420e-02 |           96.5650 ‖
‖       130 | 101619 |              19629 |   3.417e-02 |           96.5647 ‖
‖       131 | 102205 |              20039 |   3.414e-02 |           96.5640 ‖
‖       132 | 103028 |              20228 |   3.413e-02 |           96.5602 ‖
‖       133 | 103860 |              20403 |   3.408e-02 |           96.5543 ‖
‖       134 | 104701 |              20572 |   3.404e-02 |           96.5508 ‖
‖       135 | 105596 |              20692 |   3.401e-02 |           96.5499 ‖
‖       136 | 106436 |              20862 |   3.394e-02 |           96.5487 ‖
‖       137 | 107353 |              20959 |   3.390e-02 |           96.5473 ‖
‖       138 | 108266 |              21064 |   3.387e-02 |           96.5470 ‖
‖       139 | 109151 |              21197 |   3.378e-02 |           96.5462 ‖
‖       140 | 110093 |              21273 |   3.374e-02 |           96.5445 ‖
‖       141 | 111005 |              21381 |   3.369e-02 |           96.5442 ‖
‖       142 | 111875 |              21530 |   3.361e-02 |           96.5394 ‖
‖       143 | 112760 |              21661 |   3.358e-02 |           96.5372 ‖
‖       144 | 113607 |              21831 |   3.354e-02 |           96.5373 ‖
‖       145 | 114338 |              22094 |   3.349e-02 |           96.5372 ‖
‖       146 | 115232 |              22219 |   3.344e-02 |           96.5355 ‖
‖       147 | 116132 |              22320 |   3.343e-02 |           96.5326 ‖
‖       148 | 117014 |              22448 |   3.340e-02 |           96.5296 ‖
‖       149 | 117953 |              22521 |   3.334e-02 |           96.5247 ‖
‖       150 | 118889 |              22602 |   3.329e-02 |           96.5218 ‖
‖       151 | 119797 |              22703 |   3.326e-02 |           96.5156 ‖
‖       152 | 120674 |              22840 |   3.323e-02 |           96.5076 ‖
‖       153 | 121610 |              22919 |   3.321e-02 |           96.5058 ‖
‖       154 | 122387 |              23143 |   3.318e-02 |           96.5017 ‖
‖       155 | 123136 |              23385 |   3.315e-02 |           96.4985 ‖
‖       156 | 123930 |              23598 |   3.313e-02 |           96.4983 ‖
‖       157 | 124514 |              24003 |   3.311e-02 |           96.4903 ‖
‖       158 | 125105 |              24384 |   3.310e-02 |           96.4894 ‖
‖       159 | 125624 |              24835 |   3.309e-02 |           96.4892 ‖
‖       160 | 125693 |              25692 |   3.311e-02 |           96.4781 ‖
‖       161 | 126166 |              26170 |   3.313e-02 |           96.4745 ‖
‖       162 | 126875 |              26442 |   3.314e-02 |           96.4732 ‖
‖       163 | 127709 |              26607 |   3.314e-02 |           96.4729 ‖
‖       164 | 128589 |              26738 |   3.313e-02 |           96.4727 ‖
‖       165 | 129375 |              26952 |   3.312e-02 |           96.4268 ‖
‖       166 | 130229 |              27108 |   3.311e-02 |           96.4267 ‖
‖       167 | 131047 |              27299 |   3.310e-02 |           96.4218 ‖
‖       168 | 131720 |              27627 |   3.310e-02 |           96.4171 ‖
‖       169 | 132236 |              28094 |   3.310e-02 |           96.4162 ‖
‖       170 | 132719 |              28597 |   3.311e-02 |           96.4150 ‖
‖       171 | 133335 |              28983 |   3.311e-02 |           96.4102 ‖
‖       172 | 134061 |              29274 |   3.309e-02 |           96.4083 ‖
‖       173 | 134560 |              29745 |   3.308e-02 |           96.3726 ‖
‖       174 | 135276 |              30032 |   3.307e-02 |           96.3710 ‖
‖       175 | 136003 |              30301 |   3.305e-02 |           96.3699 ‖
‖       176 | 136928 |              30391 |   3.303e-02 |           96.3691 ‖
‖       177 | 137836 |              30502 |   3.300e-02 |           96.3576 ‖
‖       178 | 138795 |              30545 |   3.298e-02 |           96.3575 ‖
‖       179 | 139722 |              30640 |   3.296e-02 |           96.3574 ‖
‖       180 | 140542 |              30836 |   3.293e-02 |           96.2266 ‖
‖       181 | 141264 |              31113 |   3.291e-02 |           96.2255 ‖
‖       182 | 141973 |              31413 |   3.289e-02 |           96.1441 ‖
‖       183 | 142574 |              31809 |   3.288e-02 |           96.1353 ‖
‖       184 | 142730 |              32634 |   3.288e-02 |           95.8089 ‖
‖       185 | 142948 |              33373 |   3.290e-02 |           95.7037 ‖
‖       186 | 143399 |              33888 |   3.292e-02 |           95.6342 ‖
‖       187 | 143904 |              34381 |   3.294e-02 |           95.4609 ‖
‖       188 | 144753 |              34535 |   3.296e-02 |           95.4381 ‖
‖       189 | 145654 |              34642 |   3.297e-02 |           95.4033 ‖
‖       190 | 146551 |              34761 |   3.297e-02 |           95.3614 ‖
‖       191 | 147567 |              34768 |   3.298e-02 |           95.3601 ‖
‖       192 | 148518 |              34829 |   3.299e-02 |           95.3491 ‖
‖       193 | 149540 |              34830 |   3.299e-02 |           95.3491 ‖
‖       194 | 150521 |              34868 |   3.299e-02 |           95.3323 ‖
‖       195 | 151442 |              34969 |   3.298e-02 |           95.3148 ‖
‖       196 | 152444 |              34986 |   3.297e-02 |           95.3148 ‖
‖       197 | 153444 |              35009 |   3.296e-02 |           95.3147 ‖
‖       198 | 154407 |              35070 |   3.296e-02 |           95.3147 ‖
‖       199 | 155354 |              35147 |   3.295e-02 |           95.3148 ‖
‖       200 | 156206 |              35313 |   3.294e-02 |           95.2827 ‖
‖       201 | 157120 |              35422 |   3.293e-02 |           95.2816 ‖
‖       202 | 158066 |              35498 |   3.291e-02 |           95.2816 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2983.vnnlib: unknown
--- Verification time: 20.0993 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (134/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2469.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2469.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2469.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.515e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2469.vnnlib: unsat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (135/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1030.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1030.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1030.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.083e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1030.vnnlib: sat
--- Verification time: 0.0178 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (136/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1869.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1869.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1869.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.181e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.040e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.954e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.883e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.822e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.766e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.684e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.609e-02 |           99.9999 ‖
‖         9 |    255 |                  1 |   3.525e-02 |           98.7805 ‖
‖        10 |    495 |                 15 |   3.440e-02 |           95.8200 ‖
‖        11 |    948 |                 53 |   3.364e-02 |           91.0165 ‖
‖        12 |   1759 |                179 |   3.291e-02 |           83.5010 ‖
‖        13 |   2481 |                463 |   3.228e-02 |           75.5437 ‖
‖        14 |   3415 |                540 |   3.197e-02 |           73.3580 ‖
‖        15 |   4136 |                800 |   3.171e-02 |           70.0674 ‖
‖        16 |   4833 |               1110 |   3.127e-02 |           65.8680 ‖
‖        17 |   5827 |               1132 |   3.102e-02 |           65.5905 ‖
‖        18 |   6709 |               1273 |   3.064e-02 |           63.0500 ‖
‖        19 |   7548 |               1432 |   3.044e-02 |           61.5438 ‖
‖        20 |   8377 |               1586 |   3.024e-02 |           60.8951 ‖
‖        21 |   9111 |               1859 |   3.007e-02 |           59.5977 ‖
‖        22 |  10063 |               1922 |   2.994e-02 |           59.3518 ‖
‖        23 |  10661 |               2314 |   2.975e-02 |           57.1709 ‖
‖        24 |  11334 |               2639 |   2.955e-02 |           55.6843 ‖
‖        25 |  12157 |               2827 |   2.935e-02 |           55.2811 ‖
‖        26 |  13008 |               2983 |   2.915e-02 |           54.8456 ‖
‖        27 |  13805 |               3190 |   2.899e-02 |           54.4753 ‖
‖        28 |  14394 |               3575 |   2.885e-02 |           53.5816 ‖
‖        29 |  14865 |               4092 |   2.869e-02 |           52.2168 ‖
‖        30 |  15340 |               4597 |   2.860e-02 |           51.6130 ‖
‖        31 |  15616 |               5290 |   2.855e-02 |           50.2622 ‖
‖        32 |  15880 |               5968 |   2.854e-02 |           49.3192 ‖
‖        33 |  16241 |               6542 |   2.856e-02 |           48.6843 ‖
‖        34 |  16722 |               7030 |   2.853e-02 |           48.3435 ‖
‖        35 |  17386 |               7339 |   2.846e-02 |           48.1520 ‖
‖        36 |  18087 |               7630 |   2.840e-02 |           47.7472 ‖
‖        37 |  18761 |               7955 |   2.833e-02 |           46.9692 ‖
‖        38 |  19389 |               8313 |   2.826e-02 |           46.6492 ‖
‖        39 |  19904 |               8772 |   2.821e-02 |           46.1625 ‖
‖        40 |  20396 |               9261 |   2.818e-02 |           45.9202 ‖
‖        41 |  20698 |               9907 |   2.814e-02 |           45.4586 ‖
‖        42 |  21014 |              10561 |   2.809e-02 |           44.9859 ‖
‖        43 |  21241 |              11252 |   2.805e-02 |           44.4582 ‖
‖        44 |  21609 |              11838 |   2.801e-02 |           44.1526 ‖
‖        45 |  21885 |              12493 |   2.801e-02 |           43.7666 ‖
‖        46 |  22185 |              13143 |   2.800e-02 |           43.2782 ‖
‖        47 |  22478 |              13800 |   2.799e-02 |           43.2015 ‖
‖        48 |  22793 |              14434 |   2.795e-02 |           42.9620 ‖
‖        49 |  23218 |              14964 |   2.792e-02 |           42.8749 ‖
‖        50 |  23570 |              15546 |   2.791e-02 |           42.3506 ‖
‖        51 |  23851 |              16226 |   2.786e-02 |           42.0549 ‖
‖        52 |  24303 |              16718 |   2.786e-02 |           41.7192 ‖
‖        53 |  24597 |              17387 |   2.784e-02 |           41.6323 ‖
‖        54 |  24926 |              18015 |   2.782e-02 |           41.2279 ‖
‖        55 |  25078 |              18805 |   2.780e-02 |           41.1211 ‖
‖        56 |  25108 |              19694 |   2.780e-02 |           40.3613 ‖
‖        57 |  25133 |              20590 |   2.781e-02 |           39.9436 ‖
‖        58 |  25316 |              21323 |   2.782e-02 |           39.4668 ‖
‖        59 |  25633 |              21930 |   2.782e-02 |           39.2345 ‖
‖        60 |  25811 |              22693 |   2.780e-02 |           38.2551 ‖
‖        61 |  26054 |              23399 |   2.777e-02 |           37.4945 ‖
‖        62 |  26397 |              24016 |   2.774e-02 |           37.0238 ‖
‖        63 |  26709 |              24656 |   2.773e-02 |           36.5348 ‖
‖        64 |  26994 |              25348 |   2.770e-02 |           36.1484 ‖
‖        65 |  27268 |              26020 |   2.769e-02 |           35.9098 ‖
‖        66 |  27549 |              26700 |   2.766e-02 |           35.7384 ‖
‖        67 |  27827 |              27380 |   2.762e-02 |           35.5966 ‖
‖        68 |  28179 |              27984 |   2.759e-02 |           35.4613 ‖
‖        69 |  28587 |              28539 |   2.757e-02 |           35.2179 ‖
‖        70 |  28939 |              29150 |   2.752e-02 |           35.1087 ‖
‖        71 |  29194 |              29833 |   2.750e-02 |           34.8449 ‖
‖        72 |  29574 |              30410 |   2.749e-02 |           34.4502 ‖
‖        73 |  29787 |              31146 |   2.747e-02 |           34.0441 ‖
‖        74 |  29935 |              31920 |   2.745e-02 |           33.6006 ‖
‖        75 |  30023 |              32758 |   2.744e-02 |           33.3609 ‖
‖        76 |  30278 |              33463 |   2.743e-02 |           33.2079 ‖
‖        77 |  30427 |              34214 |   2.743e-02 |           32.5940 ‖
‖        78 |  30637 |              34933 |   2.743e-02 |           32.1428 ‖
‖        79 |  30811 |              35691 |   2.743e-02 |           31.8422 ‖
‖        80 |  31051 |              36383 |   2.744e-02 |           31.6792 ‖
‖        81 |  31334 |              37062 |   2.741e-02 |           31.5301 ‖
‖        82 |  31647 |              37701 |   2.739e-02 |           31.3824 ‖
‖        83 |  31798 |              38472 |   2.738e-02 |           31.1316 ‖
‖        84 |  32010 |              39189 |   2.736e-02 |           31.0091 ‖
‖        85 |  32408 |              39755 |   2.733e-02 |           30.9035 ‖
‖        86 |  32864 |              40260 |   2.731e-02 |           30.7498 ‖
‖        87 |  33330 |              40754 |   2.729e-02 |           30.4869 ‖
‖        88 |  33797 |              41268 |   2.726e-02 |           30.1697 ‖
‖        89 |  34175 |              41867 |   2.724e-02 |           30.0774 ‖
‖        90 |  34380 |              42615 |   2.722e-02 |           29.9808 ‖
‖        91 |  34493 |              43413 |   2.723e-02 |           29.8501 ‖
‖        92 |  34694 |              44156 |   2.722e-02 |           29.7991 ‖
‖        93 |  35028 |              44785 |   2.721e-02 |           29.7241 ‖
‖        94 |  35448 |              45312 |   2.720e-02 |           29.5063 ‖
‖        95 |  36002 |              45748 |   2.717e-02 |           29.2075 ‖
‖        96 |  36389 |              46341 |   2.713e-02 |           28.9232 ‖
‖        97 |  36586 |              47064 |   2.712e-02 |           28.7677 ‖
‖        98 |  36858 |              47747 |   2.710e-02 |           28.3936 ‖
‖        99 |  37144 |              48399 |   2.710e-02 |           28.2028 ‖
‖       100 |  37373 |              49115 |   2.711e-02 |           28.0361 ‖
‖       101 |  37570 |              49864 |   2.711e-02 |           27.7856 ‖
‖       102 |  37796 |              50581 |   2.712e-02 |           27.6614 ‖
‖       103 |  37964 |              51325 |   2.712e-02 |           27.5855 ‖
‖       104 |  38100 |              52107 |   2.711e-02 |           27.2687 ‖
‖       105 |  38392 |              52772 |   2.709e-02 |           27.0481 ‖
‖       106 |  38556 |              53551 |   2.707e-02 |           26.7446 ‖
‖       107 |  38803 |              54271 |   2.704e-02 |           26.5945 ‖
‖       108 |  38984 |              55032 |   2.702e-02 |           26.4758 ‖
‖       109 |  39045 |              55867 |   2.702e-02 |           25.9602 ‖
‖       110 |  39044 |              56793 |   2.701e-02 |           25.5725 ‖
‖       111 |  39106 |              57671 |   2.699e-02 |           25.3142 ‖
‖       112 |  39195 |              58510 |   2.697e-02 |           25.0574 ‖
‖       113 |  39243 |              59401 |   2.696e-02 |           24.7085 ‖
‖       114 |  39440 |              60147 |   2.694e-02 |           24.4417 ‖
‖       115 |  39545 |              60993 |   2.693e-02 |           24.2477 ‖
‖       116 |  39664 |              61829 |   2.691e-02 |           24.1116 ‖
‖       117 |  39919 |              62519 |   2.691e-02 |           23.9334 ‖
‖       118 |  40010 |              63358 |   2.690e-02 |           23.7940 ‖
‖       119 |  40033 |              64262 |   2.687e-02 |           23.7192 ‖
‖       120 |  39974 |              65237 |   2.686e-02 |           23.6513 ‖
‖       121 |  39942 |              66178 |   2.685e-02 |           23.5626 ‖
‖       122 |  39934 |              67130 |   2.683e-02 |           23.5120 ‖
‖       123 |  40090 |              67905 |   2.681e-02 |           23.3507 ‖
‖       124 |  40197 |              68711 |   2.681e-02 |           23.2346 ‖
‖       125 |  40308 |              69521 |   2.681e-02 |           23.1318 ‖
‖       126 |  40336 |              70410 |   2.680e-02 |           22.9943 ‖
‖       127 |  40432 |              71224 |   2.680e-02 |           22.9134 ‖
‖       128 |  40612 |              71967 |   2.680e-02 |           22.8039 ‖
‖       129 |  40920 |              72601 |   2.681e-02 |           22.5793 ‖
‖       130 |  41178 |              73276 |   2.681e-02 |           22.3502 ‖
‖       131 |  41443 |              73947 |   2.681e-02 |           22.1681 ‖
‖       132 |  41693 |              74642 |   2.680e-02 |           21.8491 ‖
‖       133 |  41901 |              75388 |   2.678e-02 |           21.7249 ‖
‖       134 |  42099 |              76159 |   2.676e-02 |           21.6174 ‖
‖       135 |  42249 |              76941 |   2.674e-02 |           21.3712 ‖
‖       136 |  42296 |              77806 |   2.675e-02 |           20.9903 ‖
‖       137 |  42392 |              78632 |   2.674e-02 |           20.5559 ‖
‖       138 |  42624 |              79344 |   2.673e-02 |           20.2149 ‖
‖       139 |  42893 |              80056 |   2.671e-02 |           19.9793 ‖
‖       140 |  43156 |              80728 |   2.669e-02 |           19.8586 ‖
‖       141 |  43494 |              81340 |   2.668e-02 |           19.7775 ‖
‖       142 |  43867 |              81935 |   2.665e-02 |           19.7227 ‖
‖       143 |  44180 |              82583 |   2.663e-02 |           19.6184 ‖
‖       144 |  44385 |              83340 |   2.661e-02 |           19.5532 ‖
‖       145 |  44563 |              84121 |   2.658e-02 |           19.4933 ‖
‖       146 |  44715 |              84891 |   2.657e-02 |           19.4495 ‖
‖       147 |  44778 |              85769 |   2.656e-02 |           19.3926 ‖
‖       148 |  44837 |              86620 |   2.656e-02 |           19.3256 ‖
‖       149 |  45100 |              87298 |   2.655e-02 |           19.2556 ‖
‖       150 |  45285 |              88024 |   2.655e-02 |           19.0862 ‖
‖       151 |  45749 |              88527 |   2.654e-02 |           19.0136 ‖
‖       152 |  46067 |              89180 |   2.653e-02 |           18.7477 ‖
‖       153 |  46412 |              89806 |   2.652e-02 |           18.6288 ‖
‖       154 |  46741 |              90443 |   2.650e-02 |           18.5148 ‖
‖       155 |  46955 |              91158 |   2.650e-02 |           18.4441 ‖
‖       156 |  47189 |              91890 |   2.648e-02 |           18.4017 ‖
‖       157 |  47274 |              92722 |   2.647e-02 |           18.2928 ‖
‖       158 |  47349 |              93573 |   2.646e-02 |           18.2522 ‖
‖       159 |  47593 |              94241 |   2.646e-02 |           18.2359 ‖
‖       160 |  47703 |              95086 |   2.644e-02 |           18.1897 ‖
‖       161 |  47752 |              95939 |   2.643e-02 |           18.0627 ‖
‖       162 |  47908 |              96723 |   2.641e-02 |           18.0102 ‖
‖       163 |  48036 |              97517 |   2.640e-02 |           17.8881 ‖
‖       164 |  48156 |              98335 |   2.639e-02 |           17.6851 ‖
‖       165 |  48401 |              99056 |   2.637e-02 |           17.4844 ‖
‖       166 |  48558 |              99826 |   2.635e-02 |           17.3948 ‖
‖       167 |  48682 |             100634 |   2.635e-02 |           17.2376 ‖
‖       168 |  48724 |             101518 |   2.634e-02 |           17.0796 ‖
‖       169 |  48701 |             102476 |   2.632e-02 |           16.7645 ‖
‖       170 |  48789 |             103326 |   2.631e-02 |           16.5926 ‖
‖       171 |  48896 |             104137 |   2.631e-02 |           16.3479 ‖
‖       172 |  49120 |             104849 |   2.630e-02 |           16.1339 ‖
‖       173 |  49393 |             105531 |   2.629e-02 |           15.9458 ‖
‖       174 |  49689 |             106198 |   2.628e-02 |           15.8665 ‖
‖       175 |  49953 |             106901 |   2.626e-02 |           15.8082 ‖
‖       176 |  50146 |             107681 |   2.624e-02 |           15.7629 ‖
‖       177 |  50231 |             108512 |   2.623e-02 |           15.6516 ‖
‖       178 |  50237 |             109425 |   2.622e-02 |           15.5591 ‖
‖       179 |  50276 |             110321 |   2.621e-02 |           15.5014 ‖
‖       180 |  50179 |             111323 |   2.620e-02 |           15.3649 ‖
‖       181 |  50190 |             112229 |   2.619e-02 |           15.2864 ‖
‖       182 |  50142 |             113216 |   2.618e-02 |           15.2234 ‖
‖       183 |  50034 |             114261 |   2.616e-02 |           15.1484 ‖
‖       184 |  49877 |             115315 |   2.615e-02 |           14.8286 ‖
‖       185 |  49812 |             116276 |   2.614e-02 |           14.6066 ‖
‖       186 |  49746 |             117250 |   2.613e-02 |           14.4578 ‖
‖       187 |  49702 |             118207 |   2.612e-02 |           14.3450 ‖
‖       188 |  49588 |             119241 |   2.611e-02 |           14.1923 ‖
‖       189 |  49473 |             120259 |   2.609e-02 |           14.0446 ‖
‖       190 |  49461 |             121183 |   2.608e-02 |           13.8927 ‖
‖       191 |  49481 |             122073 |   2.608e-02 |           13.7624 ‖
‖       192 |  49492 |             122960 |   2.607e-02 |           13.6618 ‖
‖       193 |  49591 |             123800 |   2.606e-02 |           13.5834 ‖
‖       194 |  49703 |             124611 |   2.605e-02 |           13.4609 ‖
‖       195 |  49680 |             125559 |   2.604e-02 |           13.3506 ‖
‖       196 |  49564 |             126561 |   2.603e-02 |           13.2788 ‖
‖       197 |  49378 |             127616 |   2.603e-02 |           13.2282 ‖
‖       198 |  49221 |             128665 |   2.603e-02 |           13.1682 ‖
‖       199 |  49110 |             129660 |   2.603e-02 |           13.1461 ‖
‖       200 |  49043 |             130642 |   2.602e-02 |           13.0258 ‖
‖       201 |  48903 |             131697 |   2.602e-02 |           12.9313 ‖
‖       202 |  48843 |             132688 |   2.601e-02 |           12.8243 ‖
‖       203 |  48766 |             133693 |   2.600e-02 |           12.6996 ‖
‖       204 |  48650 |             134741 |   2.598e-02 |           12.6085 ‖
‖       205 |  48583 |             135723 |   2.598e-02 |           12.5184 ‖
‖       206 |  48678 |             136587 |   2.596e-02 |           12.4184 ‖
‖       207 |  48760 |             137444 |   2.595e-02 |           12.2471 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.012 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1869.vnnlib: unknown
--- Verification time: 20.0266 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (137/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_838.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_838.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_838.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.345e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.223e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.975e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.846e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.743e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.632e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.508e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.357e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.168e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.029e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.844e-02 |           99.9996 ‖
‖        12 |   2048 |                  0 |   3.752e-02 |          100.0002 ‖
‖        12 |   1024 |                  0 |   3.751e-02 |           49.9998 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.305 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_838.vnnlib: sat
--- Verification time: 0.3170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (138/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_168.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_168.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_168.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.106e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_168.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (139/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2645.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2645.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2645.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.496e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2645.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (140/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_929.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_929.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_929.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.005e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_929.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (141/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2831.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2831.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2831.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.276e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2831.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (142/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_971.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_971.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_971.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.934e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_971.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (143/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_368.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_368.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_368.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.484e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_368.vnnlib: unsat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (144/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7908.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7908.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7908.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.620e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.472e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.322e-02 |          100.0002 ‖
‖         4 |      8 |                  0 |   3.220e-02 |          100.0002 ‖
‖         5 |     16 |                  0 |   3.116e-02 |          100.0002 ‖
‖         6 |     31 |                  1 |   3.012e-02 |           96.8752 ‖
‖         7 |     59 |                  4 |   2.953e-02 |           92.1023 ‖
‖         8 |    112 |                 10 |   2.871e-02 |           84.2017 ‖
‖         9 |    197 |                 36 |   2.791e-02 |           73.0613 ‖
‖        10 |    337 |                 89 |   2.703e-02 |           59.6377 ‖
‖        11 |    536 |                210 |   2.631e-02 |           46.8727 ‖
‖        12 |    814 |                441 |   2.559e-02 |           35.6752 ‖
‖        13 |   1211 |                827 |   2.459e-02 |           25.9018 ‖
‖        14 |   1677 |               1325 |   2.396e-02 |           20.4965 ‖
‖        15 |   2163 |               1806 |   2.330e-02 |           16.5435 ‖
‖        16 |   2745 |               2159 |   2.302e-02 |           14.8632 ‖
‖        17 |   3180 |               2679 |   2.275e-02 |           13.0369 ‖
‖        18 |   3893 |               2934 |   2.253e-02 |           12.2954 ‖
‖        19 |   4474 |               3344 |   2.225e-02 |           10.9601 ‖
‖        20 |   5300 |               3511 |   2.206e-02 |           10.4033 ‖
‖        21 |   5908 |               3900 |   2.183e-02 |            9.6294 ‖
‖        22 |   6761 |               4027 |   2.170e-02 |            9.4660 ‖
‖        23 |   7505 |               4297 |   2.146e-02 |            8.8811 ‖
‖        24 |   8376 |               4430 |   2.133e-02 |            8.7085 ‖
‖        25 |   9131 |               4684 |   2.115e-02 |            8.2643 ‖
‖        26 |   9887 |               4918 |   2.098e-02 |            7.9644 ‖
‖        27 |  10751 |               5065 |   2.080e-02 |            7.7189 ‖
‖        28 |  11487 |               5349 |   2.060e-02 |            7.1900 ‖
‖        29 |  12366 |               5451 |   2.048e-02 |            7.1248 ‖
‖        30 |  13081 |               5743 |   2.028e-02 |            6.7825 ‖
‖        31 |  13994 |               5817 |   2.016e-02 |            6.7405 ‖
‖        32 |  14897 |               5932 |   2.000e-02 |            6.5966 ‖
‖        33 |  15864 |               5988 |   1.989e-02 |            6.5504 ‖
‖        34 |  16870 |               5997 |   1.973e-02 |            6.5515 ‖
‖        35 |  17492 |               6392 |   1.957e-02 |            6.1898 ‖
‖        36 |  18297 |               6541 |   1.951e-02 |            6.1492 ‖
‖        37 |  19196 |               6662 |   1.938e-02 |            5.9844 ‖
‖        38 |  20072 |               6798 |   1.929e-02 |            5.8703 ‖
‖        39 |  21011 |               6864 |   1.920e-02 |            5.8651 ‖
‖        40 |  21821 |               7058 |   1.913e-02 |            5.7355 ‖
‖        41 |  22712 |               7160 |   1.911e-02 |            5.7355 ‖
‖        42 |  23554 |               7330 |   1.904e-02 |            5.6534 ‖
‖        43 |  24286 |               7601 |   1.900e-02 |            5.5103 ‖
‖        44 |  25187 |               7696 |   1.893e-02 |            5.5097 ‖
‖        45 |  25989 |               7898 |   1.886e-02 |            5.4447 ‖
‖        46 |  26855 |               8043 |   1.883e-02 |            5.4445 ‖
‖        47 |  27638 |               8267 |   1.874e-02 |            5.4445 ‖
‖        48 |  27813 |               9085 |   1.869e-02 |            5.0649 ‖
‖        49 |  28135 |               9645 |   1.865e-02 |            4.9921 ‖
‖        50 |  28815 |               9973 |   1.862e-02 |            4.9029 ‖
‖        51 |  29573 |              10217 |   1.861e-02 |            4.8956 ‖
‖        52 |  30441 |              10357 |   1.855e-02 |            4.8950 ‖
‖        53 |  31012 |              10768 |   1.850e-02 |            4.7328 ‖
‖        54 |  31903 |              10860 |   1.846e-02 |            4.7312 ‖
‖        55 |  32831 |              10956 |   1.839e-02 |            4.6432 ‖
‖        56 |  33808 |              11001 |   1.836e-02 |            4.6189 ‖
‖        57 |  34814 |              11012 |   1.829e-02 |            4.6200 ‖
‖        58 |  35585 |              11259 |   1.822e-02 |            4.4892 ‖
‖        59 |  36459 |              11376 |   1.819e-02 |            4.4847 ‖
‖        60 |  37314 |              11524 |   1.813e-02 |            4.4852 ‖
‖        61 |  38043 |              11816 |   1.807e-02 |            4.4245 ‖
‖        62 |  38756 |              12122 |   1.806e-02 |            4.3876 ‖
‖        63 |  39505 |              12337 |   1.799e-02 |            4.3850 ‖
‖        64 |  40399 |              12459 |   1.790e-02 |            4.3850 ‖
‖        65 |  41267 |              12604 |   1.787e-02 |            4.3797 ‖
‖        66 |  42188 |              12693 |   1.785e-02 |            4.3796 ‖
‖        67 |  42903 |              13000 |   1.778e-02 |            4.2614 ‖
‖        68 |  43587 |              13266 |   1.775e-02 |            4.2195 ‖
‖        69 |  44366 |              13493 |   1.773e-02 |            4.1908 ‖
‖        70 |  45157 |              13706 |   1.774e-02 |            4.1864 ‖
‖        71 |  45948 |              13924 |   1.773e-02 |            4.1791 ‖
‖        72 |  46630 |              14229 |   1.769e-02 |            4.0982 ‖
‖        73 |  47570 |              14300 |   1.769e-02 |            4.0979 ‖
‖        74 |  48468 |              14414 |   1.765e-02 |            4.0915 ‖
‖        75 |  49095 |              14794 |   1.762e-02 |            3.9639 ‖
‖        76 |  49622 |              15256 |   1.761e-02 |            3.9039 ‖
‖        77 |  49948 |              15873 |   1.758e-02 |            3.8960 ‖
‖        78 |  50419 |              16377 |   1.760e-02 |            3.8859 ‖
‖        79 |  51071 |              16709 |   1.760e-02 |            3.8837 ‖
‖        80 |  51582 |              17185 |   1.759e-02 |            3.8432 ‖
‖        81 |  52218 |              17531 |   1.758e-02 |            3.8412 ‖
‖        82 |  52931 |              17822 |   1.758e-02 |            3.8350 ‖
‖        83 |  53683 |              18063 |   1.760e-02 |            3.8298 ‖
‖        84 |  54481 |              18266 |   1.759e-02 |            3.8295 ‖
‖        85 |  55157 |              18574 |   1.758e-02 |            3.8025 ‖
‖        86 |  55984 |              18749 |   1.756e-02 |            3.8025 ‖
‖        87 |  56819 |              18923 |   1.754e-02 |            3.8025 ‖
‖        88 |  57337 |              19410 |   1.752e-02 |            3.6727 ‖
‖        89 |  57846 |              19875 |   1.751e-02 |            3.6476 ‖
‖        90 |  58276 |              20439 |   1.749e-02 |            3.6451 ‖
‖        91 |  58808 |              20877 |   1.749e-02 |            3.6432 ‖
‖        92 |  59412 |              21275 |   1.747e-02 |            3.6432 ‖
‖        93 |  59766 |              21900 |   1.746e-02 |            3.6270 ‖
‖        94 |  60249 |              22398 |   1.746e-02 |            3.6227 ‖
‖        95 |  60542 |              23090 |   1.745e-02 |            3.6227 ‖
‖        96 |  61117 |              23477 |   1.746e-02 |            3.6167 ‖
‖        97 |  61986 |              23619 |   1.747e-02 |            3.6131 ‖
‖        98 |  62647 |              23947 |   1.745e-02 |            3.6125 ‖
‖        99 |  63579 |              24023 |   1.744e-02 |            3.6125 ‖
‖       100 |  64403 |              24212 |   1.742e-02 |            3.6125 ‖
‖       101 |  64821 |              24784 |   1.739e-02 |            3.4720 ‖
‖       102 |  65212 |              25318 |   1.736e-02 |            3.3908 ‖
‖       103 |  65923 |              25619 |   1.734e-02 |            3.3908 ‖
‖       104 |  66331 |              26213 |   1.732e-02 |            3.2896 ‖
‖       105 |  66902 |              26616 |   1.730e-02 |            3.2863 ‖
‖       106 |  67188 |              27321 |   1.729e-02 |            3.2808 ‖
‖       107 |  67818 |              27692 |   1.731e-02 |            3.2821 ‖
‖       108 |  68528 |              27979 |   1.730e-02 |            3.2833 ‖
‖       109 |  69387 |              28117 |   1.729e-02 |            3.2844 ‖
‖       110 |  70364 |              28160 |   1.727e-02 |            3.2844 ‖
‖       111 |  71118 |              28420 |   1.724e-02 |            3.2337 ‖
‖       112 |  71879 |              28627 |   1.723e-02 |            3.2139 ‖
‖       113 |  72756 |              28766 |   1.719e-02 |            3.2139 ‖
‖       114 |  73538 |              28995 |   1.719e-02 |            3.2165 ‖
‖       115 |  74166 |              29376 |   1.717e-02 |            3.2166 ‖
‖       116 |  74844 |              29699 |   1.715e-02 |            3.2166 ‖
‖       117 |  75323 |              30196 |   1.714e-02 |            3.1276 ‖
‖       118 |  76222 |              30309 |   1.711e-02 |            3.1276 ‖
‖       119 |  77045 |              30503 |   1.709e-02 |            3.0832 ‖
‖       120 |  77864 |              30700 |   1.708e-02 |            3.0691 ‖
‖       121 |  78714 |              30854 |   1.707e-02 |            3.0689 ‖
‖       122 |  79517 |              31066 |   1.704e-02 |            3.0688 ‖
‖       123 |  80367 |              31230 |   1.703e-02 |            3.0686 ‖
‖       124 |  81161 |              31451 |   1.700e-02 |            3.0686 ‖
‖       125 |  81788 |              31823 |   1.697e-02 |            3.0438 ‖
‖       126 |  82100 |              32454 |   1.696e-02 |            2.9765 ‖
‖       127 |  82763 |              32800 |   1.693e-02 |            2.9758 ‖
‖       128 |  83561 |              33016 |   1.693e-02 |            2.9712 ‖
‖       129 |  84397 |              33187 |   1.693e-02 |            2.9712 ‖
‖       130 |  85171 |              33421 |   1.691e-02 |            2.9712 ‖
‖       131 |  85953 |              33649 |   1.689e-02 |            2.9712 ‖
‖       132 |  86753 |              33858 |   1.686e-02 |            2.9712 ‖
‖       133 |  87588 |              34035 |   1.683e-02 |            2.9712 ‖
‖       134 |  88037 |              34573 |   1.682e-02 |            2.9013 ‖
‖       135 |  88491 |              35019 |   1.680e-02 |            2.8930 ‖
‖       136 |  88980 |              35515 |   1.679e-02 |            2.8360 ‖
‖       137 |  89574 |              35874 |   1.678e-02 |            2.8201 ‖
‖       138 |  90220 |              36206 |   1.676e-02 |            2.8174 ‖
‖       139 |  90765 |              36622 |   1.675e-02 |            2.8079 ‖
‖       140 |  91366 |              36993 |   1.674e-02 |            2.8051 ‖
‖       141 |  92087 |              37272 |   1.672e-02 |            2.8026 ‖
‖       142 |  92754 |              37585 |   1.670e-02 |            2.8001 ‖
‖       143 |  93359 |              37970 |   1.668e-02 |            2.7988 ‖
‖       144 |  93810 |              38485 |   1.668e-02 |            2.7799 ‖
‖       145 |  94211 |              39031 |   1.668e-02 |            2.7774 ‖
‖       146 |  94704 |              39499 |   1.667e-02 |            2.7757 ‖
‖       147 |  95325 |              39846 |   1.667e-02 |            2.7747 ‖
‖       148 |  96044 |              40118 |   1.667e-02 |            2.7736 ‖
‖       149 |  96851 |              40314 |   1.666e-02 |            2.7632 ‖
‖       150 |  97363 |              40757 |   1.665e-02 |            2.7395 ‖
‖       151 |  98002 |              41116 |   1.663e-02 |            2.7115 ‖
‖       152 |  98687 |              41412 |   1.664e-02 |            2.7104 ‖
‖       153 |  99348 |              41736 |   1.662e-02 |            2.7086 ‖
‖       154 |  99783 |              42271 |   1.662e-02 |            2.6785 ‖
‖       155 | 100237 |              42774 |   1.662e-02 |            2.6744 ‖
‖       156 | 100617 |              43353 |   1.663e-02 |            2.6638 ‖
‖       157 | 101042 |              43895 |   1.663e-02 |            2.6613 ‖
‖       158 | 101339 |              44536 |   1.663e-02 |            2.6596 ‖
‖       159 | 101900 |              44956 |   1.664e-02 |            2.6578 ‖
‖       160 | 102530 |              45317 |   1.663e-02 |            2.6567 ‖
‖       161 | 103123 |              45696 |   1.662e-02 |            2.6265 ‖
‖       162 | 103637 |              46172 |   1.662e-02 |            2.6258 ‖
‖       163 | 104266 |              46505 |   1.663e-02 |            2.6234 ‖
‖       164 | 105000 |              46771 |   1.663e-02 |            2.6212 ‖
‖       165 | 105328 |              47436 |   1.662e-02 |            2.6210 ‖
‖       166 | 105749 |              47957 |   1.661e-02 |            2.6206 ‖
‖       167 | 106310 |              48355 |   1.661e-02 |            2.6149 ‖
‖       168 | 106501 |              49145 |   1.660e-02 |            2.6126 ‖
‖       169 | 106569 |              50018 |   1.659e-02 |            2.5329 ‖
‖       170 | 106394 |              51034 |   1.659e-02 |            2.5067 ‖
‖       171 | 106450 |              51906 |   1.659e-02 |            2.4394 ‖
‖       172 | 106565 |              52662 |   1.659e-02 |            2.4105 ‖
‖       173 | 106881 |              53292 |   1.658e-02 |            2.4068 ‖
‖       174 | 107160 |              53939 |   1.658e-02 |            2.3883 ‖
‖       175 | 107538 |              54496 |   1.658e-02 |            2.3801 ‖
‖       176 | 108074 |              54922 |   1.658e-02 |            2.3801 ‖
‖       177 | 108687 |              55286 |   1.658e-02 |            2.3801 ‖
‖       178 | 109225 |              55724 |   1.658e-02 |            2.3786 ‖
‖       179 | 109606 |              56322 |   1.658e-02 |            2.3576 ‖
‖       180 | 110084 |              56771 |   1.659e-02 |            2.3535 ‖
‖       181 | 110711 |              57131 |   1.659e-02 |            2.3526 ‖
‖       182 | 111370 |              57455 |   1.659e-02 |            2.3526 ‖
‖       183 | 111819 |              57975 |   1.658e-02 |            2.3419 ‖
‖       184 | 112401 |              58374 |   1.658e-02 |            2.3419 ‖
‖       185 | 112925 |              58826 |   1.658e-02 |            2.3331 ‖
‖       186 | 113399 |              59354 |   1.658e-02 |            2.3231 ‖
‖       187 | 113687 |              60014 |   1.659e-02 |            2.3209 ‖
‖       188 | 114171 |              60489 |   1.660e-02 |            2.3181 ‖
‖       189 | 114591 |              61058 |   1.659e-02 |            2.3181 ‖
‖       190 | 114952 |              61648 |   1.659e-02 |            2.3092 ‖
‖       191 | 115521 |              62065 |   1.659e-02 |            2.3092 ‖
‖       192 | 116080 |              62483 |   1.658e-02 |            2.3092 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.057 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7908.vnnlib: unknown
--- Verification time: 20.0738 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (145/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5289.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5289.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5289.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.340e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.219e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.070e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.993e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.923e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.858e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.771e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.708e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.605e-02 |           99.9552 ‖
‖        10 |    509 |                  3 |   3.503e-02 |           99.3204 ‖
‖        11 |   1001 |                 20 |   3.398e-02 |           97.0747 ‖
‖        12 |   1932 |                 85 |   3.320e-02 |           92.9164 ‖
‖        13 |   2804 |                226 |   3.276e-02 |           88.8768 ‖
‖        14 |   3756 |                292 |   3.251e-02 |           87.0107 ‖
‖        15 |   4659 |                407 |   3.228e-02 |           85.4230 ‖
‖        16 |   5544 |                542 |   3.203e-02 |           83.4911 ‖
‖        17 |   6520 |                576 |   3.183e-02 |           83.1373 ‖
‖        18 |   7405 |                709 |   3.161e-02 |           81.2900 ‖
‖        19 |   8418 |                716 |   3.142e-02 |           81.1861 ‖
‖        20 |   9436 |                719 |   3.122e-02 |           81.1863 ‖
‖        21 |  10297 |                873 |   3.104e-02 |           80.0744 ‖
‖        22 |  11307 |                880 |   3.088e-02 |           80.0744 ‖
‖        23 |  12325 |                883 |   3.069e-02 |           80.0737 ‖
‖        24 |  13125 |               1105 |   3.047e-02 |           78.3620 ‖
‖        25 |  14010 |               1229 |   3.029e-02 |           77.6426 ‖
‖        26 |  15015 |               1246 |   3.009e-02 |           77.5116 ‖
‖        27 |  15981 |               1301 |   2.992e-02 |           77.0915 ‖
‖        28 |  17003 |               1302 |   2.976e-02 |           77.0908 ‖
‖        29 |  17905 |               1420 |   2.956e-02 |           76.3274 ‖
‖        30 |  18820 |               1515 |   2.940e-02 |           75.9602 ‖
‖        31 |  19840 |               1517 |   2.924e-02 |           75.9606 ‖
‖        32 |  20832 |               1546 |   2.908e-02 |           75.7134 ‖
‖        33 |  21844 |               1556 |   2.895e-02 |           75.6194 ‖
‖        34 |  22867 |               1557 |   2.879e-02 |           75.6096 ‖
‖        35 |  23890 |               1558 |   2.864e-02 |           75.5970 ‖
‖        36 |  24914 |               1558 |   2.849e-02 |           75.5968 ‖
‖        37 |  25938 |               1558 |   2.835e-02 |           75.5963 ‖
‖        38 |  26763 |               1751 |   2.820e-02 |           74.5992 ‖
‖        39 |  27746 |               1780 |   2.808e-02 |           74.4718 ‖
‖        40 |  28770 |               1780 |   2.793e-02 |           74.4717 ‖
‖        41 |  29794 |               1780 |   2.783e-02 |           74.4696 ‖
‖        42 |  30818 |               1780 |   2.772e-02 |           74.4691 ‖
‖        43 |  31842 |               1780 |   2.756e-02 |           74.4696 ‖
‖        44 |  32866 |               1780 |   2.744e-02 |           74.4695 ‖
‖        45 |  33890 |               1780 |   2.732e-02 |           74.4694 ‖
‖        46 |  34914 |               1780 |   2.715e-02 |           74.4695 ‖
‖        47 |  35543 |               2171 |   2.700e-02 |           73.1939 ‖
‖        48 |  36405 |               2299 |   2.686e-02 |           72.9491 ‖
‖        49 |  37320 |               2408 |   2.670e-02 |           72.5110 ‖
‖        50 |  38157 |               2588 |   2.659e-02 |           71.9661 ‖
‖        51 |  39161 |               2598 |   2.644e-02 |           71.9658 ‖
‖        52 |  40129 |               2654 |   2.631e-02 |           71.7768 ‖
‖        53 |  41145 |               2658 |   2.620e-02 |           71.7766 ‖
‖        54 |  42169 |               2658 |   2.606e-02 |           71.7763 ‖
‖        55 |  43086 |               2764 |   2.593e-02 |           71.3748 ‖
‖        56 |  44022 |               2852 |   2.584e-02 |           71.0824 ‖
‖        57 |  45031 |               2860 |   2.569e-02 |           71.0743 ‖
‖        58 |  46055 |               2860 |   2.560e-02 |           71.0745 ‖
‖        59 |  47079 |               2860 |   2.551e-02 |           71.0751 ‖
‖        60 |  48103 |               2860 |   2.537e-02 |           71.0751 ‖
‖        61 |  48942 |               3029 |   2.525e-02 |           70.6490 ‖
‖        62 |  49962 |               3031 |   2.515e-02 |           70.6492 ‖
‖        63 |  50978 |               3039 |   2.500e-02 |           70.6124 ‖
‖        64 |  51896 |               3142 |   2.491e-02 |           70.2668 ‖
‖        65 |  52914 |               3145 |   2.481e-02 |           70.2667 ‖
‖        66 |  53938 |               3145 |   2.467e-02 |           70.2667 ‖
‖        67 |  54962 |               3145 |   2.459e-02 |           70.2668 ‖
‖        68 |  55986 |               3145 |   2.449e-02 |           70.2665 ‖
‖        69 |  56962 |               3192 |   2.435e-02 |           70.1223 ‖
‖        70 |  57924 |               3246 |   2.426e-02 |           69.9578 ‖
‖        71 |  58923 |               3268 |   2.416e-02 |           69.9577 ‖
‖        72 |  59858 |               3344 |   2.405e-02 |           69.8925 ‖
‖        73 |  60778 |               3427 |   2.400e-02 |           69.6923 ‖
‖        74 |  61774 |               3451 |   2.391e-02 |           69.6569 ‖
‖        75 |  62786 |               3462 |   2.379e-02 |           69.6213 ‖
‖        76 |  63804 |               3468 |   2.372e-02 |           69.6062 ‖
‖        77 |  64828 |               3468 |   2.361e-02 |           69.6062 ‖
‖        78 |  65831 |               3489 |   2.350e-02 |           69.5374 ‖
‖        79 |  66847 |               3497 |   2.344e-02 |           69.5206 ‖
‖        80 |  67863 |               3505 |   2.334e-02 |           69.5205 ‖
‖        81 |  68872 |               3518 |   2.323e-02 |           69.5203 ‖
‖        82 |  69873 |               3539 |   2.316e-02 |           69.5196 ‖
‖        83 |  70880 |               3555 |   2.307e-02 |           69.5189 ‖
‖        84 |  71871 |               3588 |   2.297e-02 |           69.5188 ‖
‖        85 |  72826 |               3650 |   2.292e-02 |           69.5188 ‖
‖        86 |  73763 |               3721 |   2.285e-02 |           69.5186 ‖
‖        87 |  74534 |               3958 |   2.274e-02 |           69.1083 ‖
‖        88 |  75286 |               4202 |   2.269e-02 |           68.7364 ‖
‖        89 |  76150 |               4345 |   2.261e-02 |           68.7366 ‖
‖        90 |  76956 |               4544 |   2.256e-02 |           68.5218 ‖
‖        91 |  77802 |               4703 |   2.253e-02 |           68.5164 ‖
‖        92 |  78587 |               4914 |   2.247e-02 |           68.5166 ‖
‖        93 |  79372 |               5124 |   2.244e-02 |           68.5168 ‖
‖        94 |  80112 |               5373 |   2.242e-02 |           68.5170 ‖
‖        95 |  80802 |               5670 |   2.237e-02 |           68.5170 ‖
‖        96 |  81425 |               6029 |   2.239e-02 |           68.4885 ‖
‖        97 |  82028 |               6413 |   2.242e-02 |           68.4885 ‖
‖        98 |  82552 |               6855 |   2.240e-02 |           68.4886 ‖
‖        99 |  83037 |               7343 |   2.244e-02 |           68.4867 ‖
‖       100 |  83542 |               7786 |   2.249e-02 |           68.4877 ‖
‖       101 |  84058 |               8225 |   2.249e-02 |           68.4880 ‖
‖       102 |  84695 |               8567 |   2.251e-02 |           68.4883 ‖
‖       103 |  85366 |               8879 |   2.252e-02 |           68.4884 ‖
‖       104 |  86072 |               9159 |   2.249e-02 |           68.4885 ‖
‖       105 |  86815 |               9412 |   2.251e-02 |           68.4888 ‖
‖       106 |  87622 |               9599 |   2.254e-02 |           68.4889 ‖
‖       107 |  88472 |               9739 |   2.250e-02 |           68.4889 ‖
‖       108 |  89335 |               9878 |   2.250e-02 |           68.4863 ‖
‖       109 |  90281 |               9943 |   2.251e-02 |           68.4863 ‖
‖       110 |  91253 |               9989 |   2.245e-02 |           68.4862 ‖
‖       111 |  92244 |              10018 |   2.243e-02 |           68.4862 ‖
‖       112 |  93237 |              10045 |   2.240e-02 |           68.4863 ‖
‖       113 |  94247 |              10059 |   2.234e-02 |           68.4863 ‖
‖       114 |  94831 |              10490 |   2.228e-02 |           67.8250 ‖
‖       115 |  95669 |              10631 |   2.222e-02 |           67.7196 ‖
‖       116 |  96512 |              10804 |   2.217e-02 |           67.4108 ‖
‖       117 |  97519 |              10813 |   2.215e-02 |           67.4108 ‖
‖       118 |  98532 |              10823 |   2.207e-02 |           67.4109 ‖
‖       119 |  99293 |              11060 |   2.203e-02 |           67.0871 ‖
‖       120 | 100297 |              11076 |   2.199e-02 |           67.0871 ‖
‖       121 | 101260 |              11131 |   2.192e-02 |           67.0164 ‖
‖       122 | 101924 |              11485 |   2.188e-02 |           66.4607 ‖
‖       123 | 102746 |              11655 |   2.184e-02 |           66.3263 ‖
‖       124 | 103632 |              11786 |   2.180e-02 |           66.3264 ‖
‖       125 | 104401 |              12027 |   2.178e-02 |           66.3264 ‖
‖       126 | 104979 |              12407 |   2.176e-02 |           66.3263 ‖
‖       127 | 105567 |              12803 |   2.174e-02 |           66.0784 ‖
‖       128 | 106337 |              13025 |   2.175e-02 |           66.0774 ‖
‖       129 | 107215 |              13164 |   2.171e-02 |           66.0774 ‖
‖       130 | 108157 |              13239 |   2.169e-02 |           66.0774 ‖
‖       131 | 109135 |              13276 |   2.169e-02 |           66.0774 ‖
‖       132 | 110151 |              13282 |   2.164e-02 |           66.0774 ‖
‖       133 | 111175 |              13282 |   2.161e-02 |           66.0774 ‖
‖       134 | 112199 |              13282 |   2.159e-02 |           66.0774 ‖
‖       135 | 113223 |              13282 |   2.153e-02 |           66.0774 ‖
‖       136 | 114065 |              13458 |   2.149e-02 |           65.7609 ‖
‖       137 | 114948 |              13587 |   2.146e-02 |           65.5726 ‖
‖       138 | 115972 |              13587 |   2.139e-02 |           65.5727 ‖
‖       139 | 116804 |              13777 |   2.136e-02 |           65.2281 ‖
‖       140 | 117680 |              13916 |   2.134e-02 |           65.0153 ‖
‖       141 | 118699 |              13921 |   2.127e-02 |           65.0141 ‖
‖       142 | 119694 |              13949 |   2.124e-02 |           64.9786 ‖
‖       143 | 120646 |              14018 |   2.121e-02 |           64.9786 ‖
‖       144 | 121473 |              14201 |   2.115e-02 |           64.9786 ‖
‖       145 | 122298 |              14373 |   2.116e-02 |           64.9603 ‖
‖       146 | 123156 |              14518 |   2.116e-02 |           64.9602 ‖
‖       147 | 124113 |              14578 |   2.110e-02 |           64.9602 ‖
‖       148 | 125116 |              14596 |   2.110e-02 |           64.9603 ‖
‖       149 | 126127 |              14607 |   2.109e-02 |           64.9603 ‖
‖       150 | 127151 |              14607 |   2.103e-02 |           64.9602 ‖
‖       151 | 128175 |              14607 |   2.101e-02 |           64.9602 ‖
‖       152 | 129199 |              14607 |   2.097e-02 |           64.9603 ‖
‖       153 | 130188 |              14641 |   2.090e-02 |           64.9132 ‖
‖       154 | 131114 |              14734 |   2.088e-02 |           64.7987 ‖
‖       155 | 132113 |              14751 |   2.084e-02 |           64.7987 ‖
‖       156 | 133090 |              14795 |   2.080e-02 |           64.7988 ‖
‖       157 | 133985 |              14921 |   2.079e-02 |           64.7987 ‖
‖       158 | 134819 |              15062 |   2.077e-02 |           64.7987 ‖
‖       159 | 135768 |              15127 |   2.072e-02 |           64.7653 ‖
‖       160 | 136753 |              15163 |   2.070e-02 |           64.7653 ‖
‖       161 | 137769 |              15169 |   2.065e-02 |           64.7653 ‖
‖       162 | 138643 |              15318 |   2.060e-02 |           64.4963 ‖
‖       163 | 139519 |              15462 |   2.059e-02 |           64.2248 ‖
‖       164 | 140527 |              15472 |   2.054e-02 |           64.2248 ‖
‖       165 | 141527 |              15494 |   2.051e-02 |           64.2248 ‖
‖       166 | 142524 |              15519 |   2.051e-02 |           64.2248 ‖
‖       167 | 143491 |              15573 |   2.045e-02 |           64.2248 ‖
‖       168 | 144429 |              15644 |   2.043e-02 |           64.2248 ‖
‖       169 | 145381 |              15708 |   2.040e-02 |           64.2248 ‖
‖       170 | 146247 |              15833 |   2.036e-02 |           64.2248 ‖
‖       171 | 147146 |              15937 |   2.034e-02 |           64.2248 ‖
‖       172 | 148033 |              16051 |   2.034e-02 |           64.2247 ‖
‖       173 | 148925 |              16165 |   2.030e-02 |           64.2248 ‖
‖       174 | 149781 |              16299 |   2.028e-02 |           64.2247 ‖
‖       175 | 150658 |              16428 |   2.028e-02 |           64.2248 ‖
‖       176 | 151571 |              16526 |   2.023e-02 |           64.2248 ‖
‖       177 | 152399 |              16714 |   2.020e-02 |           64.0262 ‖
‖       178 | 153356 |              16774 |   2.017e-02 |           64.0262 ‖
‖       179 | 154306 |              16840 |   2.012e-02 |           64.0262 ‖
‖       180 | 155144 |              17010 |   2.009e-02 |           63.7769 ‖
‖       181 | 156082 |              17087 |   2.008e-02 |           63.6613 ‖
‖       182 | 157043 |              17147 |   2.002e-02 |           63.6613 ‖
‖       183 | 158041 |              17166 |   2.000e-02 |           63.6613 ‖
‖       184 | 159051 |              17179 |   1.998e-02 |           63.6614 ‖
‖       185 | 159992 |              17261 |   1.992e-02 |           63.6613 ‖
‖       186 | 160911 |              17355 |   1.989e-02 |           63.5122 ‖
‖       187 | 161935 |              17355 |   1.986e-02 |           63.5122 ‖
‖       188 | 162869 |              17443 |   1.980e-02 |           63.4972 ‖
‖       189 | 163716 |              17611 |   1.979e-02 |           63.1965 ‖
‖       190 | 164642 |              17702 |   1.976e-02 |           63.0740 ‖
‖       191 | 165632 |              17734 |   1.971e-02 |           63.0291 ‖
‖       192 | 166615 |              17775 |   1.970e-02 |           62.9466 ‖
‖       193 | 167602 |              17809 |   1.966e-02 |           62.9465 ‖
‖       194 | 168565 |              17868 |   1.961e-02 |           62.8896 ‖
‖       195 | 169515 |              17933 |   1.958e-02 |           62.8701 ‖
‖       196 | 170415 |              18043 |   1.954e-02 |           62.8701 ‖
‖       197 | 171221 |              18232 |   1.951e-02 |           62.8210 ‖
‖       197 | 170197 |              18258 |   1.952e-02 |           61.6760 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 19.220 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5289.vnnlib: sat
--- Verification time: 19.2387 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (146/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_219.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_219.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_219.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.873e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_219.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (147/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7288.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7288.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7288.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.953e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.824e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.679e-02 |          100.0002 ‖
‖         4 |      8 |                  0 |   4.585e-02 |          100.0002 ‖
‖         5 |     16 |                  0 |   4.489e-02 |          100.0002 ‖
‖         6 |     32 |                  0 |   4.354e-02 |          100.0002 ‖
‖         7 |     64 |                  0 |   4.213e-02 |          100.0002 ‖
‖         8 |    128 |                  0 |   4.050e-02 |          100.0002 ‖
‖         9 |    256 |                  0 |   3.932e-02 |          100.0002 ‖
‖        10 |    509 |                  3 |   3.836e-02 |           99.1214 ‖
‖        11 |    999 |                 21 |   3.751e-02 |           96.8688 ‖
‖        12 |   1918 |                 95 |   3.665e-02 |           92.6020 ‖
‖        13 |   2723 |                307 |   3.600e-02 |           86.2612 ‖
‖        14 |   3684 |                358 |   3.555e-02 |           85.2718 ‖
‖        15 |   4450 |                605 |   3.516e-02 |           82.2862 ‖
‖        16 |   5063 |                995 |   3.477e-02 |           78.5685 ‖
‖        17 |   5678 |               1355 |   3.454e-02 |           76.7660 ‖
‖        18 |   6225 |               1799 |   3.424e-02 |           74.1859 ‖
‖        19 |   6723 |               2286 |   3.405e-02 |           72.9529 ‖
‖        20 |   7134 |               2833 |   3.397e-02 |           72.2896 ‖
‖        21 |   7405 |               3493 |   3.392e-02 |           71.0836 ‖
‖        22 |   8017 |               3858 |   3.388e-02 |           70.8493 ‖
‖        23 |   8661 |               4191 |   3.377e-02 |           69.7433 ‖
‖        24 |   9237 |               4615 |   3.363e-02 |           67.6788 ‖
‖        25 |   9857 |               4949 |   3.351e-02 |           67.0109 ‖
‖        26 |  10612 |               5196 |   3.334e-02 |           65.5932 ‖
‖        27 |  11339 |               5465 |   3.316e-02 |           65.1176 ‖
‖        28 |  12066 |               5741 |   3.297e-02 |           63.8868 ‖
‖        29 |  12705 |               6066 |   3.278e-02 |           63.3378 ‖
‖        30 |  13458 |               6303 |   3.264e-02 |           62.0908 ‖
‖        31 |  14271 |               6500 |   3.249e-02 |           61.3636 ‖
‖        32 |  14974 |               6783 |   3.236e-02 |           60.9007 ‖
‖        33 |  15678 |               7065 |   3.223e-02 |           60.4872 ‖
‖        34 |  16298 |               7423 |   3.208e-02 |           59.9272 ‖
‖        35 |  17061 |               7643 |   3.196e-02 |           59.7703 ‖
‖        36 |  17810 |               7893 |   3.184e-02 |           59.6127 ‖
‖        37 |  18337 |               8348 |   3.173e-02 |           59.0787 ‖
‖        38 |  18893 |               8766 |   3.166e-02 |           59.0174 ‖
‖        39 |  19295 |               9338 |   3.164e-02 |           58.8610 ‖
‖        40 |  19226 |              10370 |   3.168e-02 |           57.4977 ‖
‖        41 |  19349 |              11107 |   3.174e-02 |           57.0026 ‖
‖        42 |  19828 |              11600 |   3.173e-02 |           56.3950 ‖
‖        43 |  20585 |              11833 |   3.168e-02 |           56.3134 ‖
‖        44 |  21275 |              12126 |   3.162e-02 |           55.6298 ‖
‖        45 |  21896 |              12484 |   3.157e-02 |           54.8994 ‖
‖        46 |  22691 |              12686 |   3.149e-02 |           54.7058 ‖
‖        47 |  23370 |              13012 |   3.142e-02 |           54.4248 ‖
‖        48 |  24078 |              13260 |   3.136e-02 |           54.4008 ‖
‖        49 |  24718 |              13612 |   3.129e-02 |           53.6012 ‖
‖        50 |  25307 |              14008 |   3.123e-02 |           53.1249 ‖
‖        51 |  25916 |              14375 |   3.117e-02 |           52.8529 ‖
‖        52 |  26491 |              14783 |   3.110e-02 |           52.6339 ‖
‖        53 |  26972 |              15265 |   3.103e-02 |           52.5180 ‖
‖        54 |  27393 |              15816 |   3.101e-02 |           51.8026 ‖
‖        55 |  27861 |              16312 |   3.093e-02 |           51.6705 ‖
‖        56 |  28320 |              16816 |   3.090e-02 |           51.2135 ‖
‖        57 |  28852 |              17259 |   3.088e-02 |           50.8024 ‖
‖        58 |  29316 |              17762 |   3.080e-02 |           50.7541 ‖
‖        59 |  29694 |              18346 |   3.079e-02 |           50.3047 ‖
‖        60 |  29928 |              19073 |   3.079e-02 |           50.1441 ‖
‖        61 |  30186 |              19775 |   3.080e-02 |           49.8451 ‖
‖        62 |  30488 |              20427 |   3.082e-02 |           49.6295 ‖
‖        63 |  30688 |              21170 |   3.080e-02 |           49.4820 ‖
‖        64 |  31000 |              21804 |   3.081e-02 |           49.1275 ‖
‖        65 |  31196 |              22542 |   3.078e-02 |           49.0973 ‖
‖        66 |  31521 |              23149 |   3.080e-02 |           48.8069 ‖
‖        67 |  31799 |              23829 |   3.079e-02 |           48.7373 ‖
‖        68 |  32027 |              24557 |   3.080e-02 |           48.5885 ‖
‖        69 |  32316 |              25234 |   3.083e-02 |           48.4540 ‖
‖        70 |  32391 |              26087 |   3.083e-02 |           48.2511 ‖
‖        71 |  32623 |              26800 |   3.086e-02 |           48.1103 ‖
‖        72 |  32715 |              27647 |   3.090e-02 |           48.0640 ‖
‖        73 |  33016 |              28311 |   3.095e-02 |           47.9886 ‖
‖        74 |  33233 |              29018 |   3.099e-02 |           47.8806 ‖
‖        75 |  33803 |              29417 |   3.101e-02 |           47.8296 ‖
‖        76 |  34346 |              29855 |   3.100e-02 |           47.5357 ‖
‖        77 |  34652 |              30530 |   3.096e-02 |           46.8081 ‖
‖        78 |  35193 |              30964 |   3.094e-02 |           46.6091 ‖
‖        79 |  35663 |              31472 |   3.090e-02 |           46.2087 ‖
‖        80 |  36185 |              31931 |   3.086e-02 |           46.1434 ‖
‖        81 |  36633 |              32451 |   3.083e-02 |           46.0534 ‖
‖        82 |  37106 |              32944 |   3.080e-02 |           46.0196 ‖
‖        83 |  37498 |              33519 |   3.077e-02 |           45.5052 ‖
‖        84 |  37846 |              34134 |   3.073e-02 |           45.3472 ‖
‖        85 |  38199 |              34750 |   3.071e-02 |           45.0721 ‖
‖        86 |  38542 |              35373 |   3.068e-02 |           44.6868 ‖
‖        87 |  38843 |              36003 |   3.065e-02 |           44.5432 ‖
‖        88 |  39125 |              36658 |   3.062e-02 |           44.4390 ‖
‖        89 |  39460 |              37250 |   3.060e-02 |           44.4188 ‖
‖        90 |  39907 |              37783 |   3.057e-02 |           44.2472 ‖
‖        91 |  40348 |              38329 |   3.054e-02 |           44.0930 ‖
‖        92 |  40696 |              38917 |   3.052e-02 |           43.9991 ‖
‖        93 |  41088 |              39484 |   3.049e-02 |           43.9136 ‖
‖        94 |  41542 |              39962 |   3.048e-02 |           43.8625 ‖
‖        95 |  41834 |              40615 |   3.046e-02 |           43.2379 ‖
‖        96 |  42253 |              41152 |   3.043e-02 |           43.0839 ‖
‖        97 |  42701 |              41665 |   3.040e-02 |           42.6969 ‖
‖        98 |  43227 |              42124 |   3.035e-02 |           42.5853 ‖
‖        99 |  43684 |              42648 |   3.030e-02 |           42.2841 ‖
‖       100 |  43981 |              43321 |   3.025e-02 |           42.2281 ‖
‖       101 |  44235 |              44009 |   3.023e-02 |           42.0874 ‖
‖       102 |  44453 |              44735 |   3.022e-02 |           42.0144 ‖
‖       103 |  44623 |              45470 |   3.022e-02 |           41.9007 ‖
‖       104 |  44828 |              46204 |   3.019e-02 |           41.8607 ‖
‖       105 |  45011 |              46956 |   3.018e-02 |           41.6812 ‖
‖       106 |  45289 |              47643 |   3.017e-02 |           41.2144 ‖
‖       107 |  45378 |              48475 |   3.018e-02 |           41.0289 ‖
‖       108 |  45502 |              49308 |   3.016e-02 |           41.0247 ‖
‖       109 |  45637 |              50091 |   3.017e-02 |           40.8015 ‖
‖       110 |  45786 |              50863 |   3.017e-02 |           40.5980 ‖
‖       111 |  45988 |              51612 |   3.017e-02 |           40.3270 ‖
‖       112 |  46269 |              52282 |   3.018e-02 |           40.0498 ‖
‖       113 |  46467 |              53018 |   3.016e-02 |           39.9988 ‖
‖       114 |  46603 |              53828 |   3.015e-02 |           39.9958 ‖
‖       115 |  46671 |              54685 |   3.017e-02 |           39.7081 ‖
‖       116 |  46775 |              55505 |   3.017e-02 |           39.4106 ‖
‖       117 |  46969 |              56240 |   3.019e-02 |           39.1557 ‖
‖       118 |  47094 |              57039 |   3.019e-02 |           38.9726 ‖
‖       119 |  47194 |              57876 |   3.019e-02 |           38.7988 ‖
‖       120 |  47408 |              58608 |   3.020e-02 |           38.6003 ‖
‖       121 |  47614 |              59357 |   3.021e-02 |           38.4035 ‖
‖       122 |  47654 |              60253 |   3.021e-02 |           38.3358 ‖
‖       123 |  47846 |              61005 |   3.023e-02 |           38.0191 ‖
‖       124 |  48039 |              61730 |   3.026e-02 |           37.8386 ‖
‖       125 |  48098 |              62644 |   3.026e-02 |           37.7682 ‖
‖       126 |  48233 |              63442 |   3.029e-02 |           37.5204 ‖
‖       127 |  48488 |              64124 |   3.031e-02 |           37.3193 ‖
‖       128 |  48790 |              64780 |   3.032e-02 |           37.1987 ‖
‖       129 |  49122 |              65398 |   3.034e-02 |           36.9693 ‖
‖       130 |  49454 |              66028 |   3.034e-02 |           36.8051 ‖
‖       131 |  49752 |              66699 |   3.035e-02 |           36.6391 ‖
‖       132 |  50014 |              67379 |   3.036e-02 |           36.4707 ‖
‖       133 |  50350 |              68010 |   3.037e-02 |           36.3107 ‖
‖       134 |  50834 |              68496 |   3.038e-02 |           36.1933 ‖
‖       135 |  51307 |              68994 |   3.038e-02 |           36.1030 ‖
‖       136 |  51875 |              69414 |   3.038e-02 |           35.9861 ‖
‖       137 |  52368 |              69907 |   3.037e-02 |           35.8778 ‖
‖       138 |  52846 |              70396 |   3.036e-02 |           35.8094 ‖
‖       139 |  53332 |              70874 |   3.035e-02 |           35.7351 ‖
‖       140 |  53818 |              71377 |   3.034e-02 |           35.6752 ‖
‖       141 |  54162 |              71984 |   3.032e-02 |           35.5265 ‖
‖       142 |  54626 |              72504 |   3.031e-02 |           35.4789 ‖
‖       143 |  54704 |              73368 |   3.030e-02 |           35.1176 ‖
‖       144 |  55043 |              74001 |   3.028e-02 |           35.0018 ‖
‖       145 |  55419 |              74593 |   3.026e-02 |           34.9263 ‖
‖       146 |  55733 |              75240 |   3.024e-02 |           34.7939 ‖
‖       147 |  55932 |              76006 |   3.022e-02 |           34.5829 ‖
‖       148 |  56119 |              76742 |   3.021e-02 |           34.5440 ‖
‖       149 |  56283 |              77521 |   3.019e-02 |           34.5053 ‖
‖       150 |  56424 |              78293 |   3.018e-02 |           34.4614 ‖
‖       151 |  56518 |              79146 |   3.017e-02 |           34.3859 ‖
‖       152 |  56587 |              80010 |   3.015e-02 |           34.3217 ‖
‖       153 |  56653 |              80877 |   3.014e-02 |           34.2687 ‖
‖       154 |  56728 |              81749 |   3.013e-02 |           34.0401 ‖
‖       155 |  56800 |              82632 |   3.011e-02 |           33.8827 ‖
‖       156 |  56876 |              83469 |   3.009e-02 |           33.7470 ‖
‖       157 |  56918 |              84323 |   3.008e-02 |           33.7028 ‖
‖       158 |  56927 |              85233 |   3.007e-02 |           33.5314 ‖
‖       159 |  56875 |              86188 |   3.007e-02 |           33.3969 ‖
‖       160 |  56903 |              87096 |   3.007e-02 |           33.2189 ‖
‖       161 |  56917 |              87996 |   3.006e-02 |           33.1305 ‖
‖       162 |  57001 |              88835 |   3.005e-02 |           33.0982 ‖
‖       163 |  57110 |              89649 |   3.004e-02 |           33.0319 ‖
‖       164 |  57235 |              90454 |   3.002e-02 |           33.0155 ‖
‖       165 |  57451 |              91161 |   3.001e-02 |           33.0080 ‖
‖       166 |  57744 |              91811 |   3.000e-02 |           32.9082 ‖
‖       167 |  58086 |              92405 |   2.999e-02 |           32.8407 ‖
‖       168 |  58398 |              93071 |   2.996e-02 |           32.7451 ‖
‖       169 |  58859 |              93572 |   2.993e-02 |           32.6630 ‖
‖       170 |  59219 |              94168 |   2.990e-02 |           32.6365 ‖
‖       171 |  59614 |              94743 |   2.987e-02 |           32.5914 ‖
‖       172 |  60051 |              95279 |   2.984e-02 |           32.5528 ‖
‖       173 |  60378 |              95911 |   2.981e-02 |           32.5179 ‖
‖       174 |  60691 |              96551 |   2.980e-02 |           32.4758 ‖
‖       175 |  60713 |              97485 |   2.979e-02 |           32.1537 ‖
‖       176 |  60699 |              98432 |   2.978e-02 |           31.9603 ‖
‖       177 |  60713 |              99351 |   2.978e-02 |           31.9490 ‖
‖       178 |  60659 |             100295 |   2.979e-02 |           31.7567 ‖
‖       179 |  60695 |             101180 |   2.978e-02 |           31.5885 ‖
‖       180 |  60752 |             102054 |   2.977e-02 |           31.4936 ‖
‖       181 |  60814 |             102936 |   2.975e-02 |           31.4813 ‖
‖       182 |  60791 |             103874 |   2.975e-02 |           31.2801 ‖
‖       183 |  60841 |             104755 |   2.973e-02 |           31.2132 ‖
‖       184 |  60834 |             105648 |   2.973e-02 |           31.1618 ‖
‖       185 |  60896 |             106474 |   2.973e-02 |           31.1355 ‖
‖       186 |  60945 |             107340 |   2.972e-02 |           30.9851 ‖
‖       187 |  61139 |             108085 |   2.971e-02 |           30.8948 ‖
‖       188 |  61260 |             108897 |   2.970e-02 |           30.8473 ‖
‖       189 |  61356 |             109727 |   2.969e-02 |           30.7779 ‖
‖       190 |  61384 |             110627 |   2.968e-02 |           30.7332 ‖
‖       191 |  61376 |             111535 |   2.967e-02 |           30.5886 ‖
‖       192 |  61412 |             112409 |   2.967e-02 |           30.5542 ‖
‖       193 |  61392 |             113367 |   2.967e-02 |           30.2167 ‖
‖       194 |  61361 |             114291 |   2.968e-02 |           29.9443 ‖
‖       195 |  61306 |             115263 |   2.967e-02 |           29.8276 ‖
‖       196 |  61246 |             116239 |   2.968e-02 |           29.7904 ‖
‖       197 |  61200 |             117185 |   2.968e-02 |           29.5641 ‖
‖       198 |  61287 |             118048 |   2.968e-02 |           29.3879 ‖
‖       199 |  61215 |             119036 |   2.968e-02 |           29.2271 ‖
‖       200 |  61123 |             120044 |   2.969e-02 |           29.0841 ‖
‖       201 |  61121 |             120965 |   2.971e-02 |           28.8667 ‖
‖       202 |  61300 |             121722 |   2.972e-02 |           28.6829 ‖
‖       203 |  61375 |             122598 |   2.971e-02 |           28.6062 ‖
‖       204 |  61433 |             123473 |   2.970e-02 |           28.6023 ‖
‖       205 |  61583 |             124245 |   2.970e-02 |           28.3507 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.034 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7288.vnnlib: unknown
--- Verification time: 20.0458 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (148/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6332.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6332.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6332.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.163e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.976e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.736e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.668e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.553e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.426e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.306e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.193e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.091e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   4.008e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.950e-02 |          100.0002 ‖
‖        12 |   2047 |                  1 |   3.882e-02 |           99.9516 ‖
‖        13 |   3065 |                  7 |   3.832e-02 |           99.6512 ‖
‖        14 |   4089 |                  7 |   3.802e-02 |           99.6506 ‖
‖        15 |   5111 |                  9 |   3.779e-02 |           99.6380 ‖
‖        16 |   6065 |                 76 |   3.745e-02 |           98.5549 ‖
‖        17 |   7085 |                 78 |   3.719e-02 |           98.5549 ‖
‖        18 |   8109 |                 78 |   3.694e-02 |           98.5546 ‖
‖        19 |   9133 |                 78 |   3.669e-02 |           98.5542 ‖
‖        20 |  10157 |                 78 |   3.645e-02 |           98.5542 ‖
‖        21 |  11181 |                 78 |   3.619e-02 |           98.5542 ‖
‖        22 |  12205 |                 78 |   3.596e-02 |           98.5544 ‖
‖        23 |  13229 |                 78 |   3.575e-02 |           98.5544 ‖
‖        24 |  14238 |                 91 |   3.549e-02 |           98.4698 ‖
‖        25 |  15015 |                335 |   3.519e-02 |           96.5744 ‖
‖        26 |  15987 |                373 |   3.495e-02 |           96.3255 ‖
‖        27 |  17007 |                377 |   3.472e-02 |           96.2950 ‖
‖        28 |  18028 |                380 |   3.453e-02 |           96.2627 ‖
‖        29 |  19052 |                380 |   3.433e-02 |           96.2568 ‖
‖        30 |  20076 |                380 |   3.409e-02 |           96.2562 ‖
‖        31 |  21100 |                380 |   3.391e-02 |           96.2563 ‖
‖        32 |  22124 |                380 |   3.373e-02 |           96.2564 ‖
‖        33 |  23148 |                380 |   3.350e-02 |           96.2553 ‖
‖        34 |  24172 |                380 |   3.338e-02 |           96.2556 ‖
‖        35 |  25196 |                380 |   3.326e-02 |           96.2555 ‖
‖        36 |  26219 |                381 |   3.311e-02 |           96.2554 ‖
‖        37 |  27241 |                383 |   3.307e-02 |           96.2552 ‖
‖        38 |  28265 |                383 |   3.302e-02 |           96.2553 ‖
‖        39 |  29285 |                387 |   3.290e-02 |           96.2552 ‖
‖        40 |  30275 |                420 |   3.284e-02 |           96.2552 ‖
‖        41 |  31299 |                420 |   3.280e-02 |           96.2559 ‖
‖        42 |  32323 |                420 |   3.272e-02 |           96.2563 ‖
‖        43 |  33347 |                420 |   3.269e-02 |           96.2562 ‖
‖        44 |  34371 |                420 |   3.264e-02 |           96.2557 ‖
‖        45 |  35395 |                420 |   3.250e-02 |           96.2555 ‖
‖        46 |  36417 |                422 |   3.245e-02 |           96.2563 ‖
‖        47 |  37435 |                427 |   3.238e-02 |           96.2558 ‖
‖        48 |  38443 |                440 |   3.223e-02 |           96.2556 ‖
‖        49 |  39450 |                455 |   3.212e-02 |           96.2556 ‖
‖        50 |  40465 |                462 |   3.205e-02 |           96.2556 ‖
‖        51 |  41392 |                556 |   3.198e-02 |           95.9493 ‖
‖        52 |  42091 |                874 |   3.190e-02 |           94.9021 ‖
‖        53 |  42977 |                970 |   3.180e-02 |           94.7844 ‖
‖        54 |  43849 |               1117 |   3.172e-02 |           94.3406 ‖
‖        55 |  44762 |               1221 |   3.167e-02 |           94.0580 ‖
‖        56 |  45744 |               1262 |   3.158e-02 |           94.0578 ‖
‖        57 |  46673 |               1356 |   3.152e-02 |           93.9525 ‖
‖        58 |  47639 |               1413 |   3.151e-02 |           93.9524 ‖
‖        59 |  48634 |               1441 |   3.149e-02 |           93.9524 ‖
‖        60 |  49597 |               1501 |   3.148e-02 |           93.7398 ‖
‖        61 |  50588 |               1534 |   3.148e-02 |           93.6113 ‖
‖        62 |  51600 |               1545 |   3.141e-02 |           93.5974 ‖
‖        63 |  52597 |               1569 |   3.139e-02 |           93.5597 ‖
‖        64 |  53608 |               1581 |   3.136e-02 |           93.5487 ‖
‖        65 |  54607 |               1604 |   3.128e-02 |           93.5487 ‖
‖        66 |  55590 |               1641 |   3.120e-02 |           93.5485 ‖
‖        67 |  56531 |               1716 |   3.113e-02 |           93.5482 ‖
‖        68 |  57391 |               1870 |   3.110e-02 |           93.5478 ‖
‖        69 |  58230 |               2033 |   3.105e-02 |           93.5482 ‖
‖        70 |  59103 |               2175 |   3.100e-02 |           93.5485 ‖
‖        71 |  59952 |               2330 |   3.096e-02 |           93.5484 ‖
‖        72 |  60783 |               2508 |   3.087e-02 |           93.5484 ‖
‖        73 |  61638 |               2661 |   3.084e-02 |           93.5487 ‖
‖        74 |  62531 |               2783 |   3.083e-02 |           93.5483 ‖
‖        75 |  63424 |               2904 |   3.081e-02 |           93.5070 ‖
‖        76 |  64295 |               3049 |   3.075e-02 |           93.5069 ‖
‖        77 |  65188 |               3170 |   3.074e-02 |           93.5066 ‖
‖        78 |  66106 |               3266 |   3.077e-02 |           93.4650 ‖
‖        79 |  67072 |               3319 |   3.080e-02 |           93.4516 ‖
‖        80 |  68089 |               3324 |   3.076e-02 |           93.4504 ‖
‖        81 |  69112 |               3325 |   3.076e-02 |           93.4442 ‖
‖        82 |  70134 |               3327 |   3.077e-02 |           93.4423 ‖
‖        83 |  71154 |               3331 |   3.071e-02 |           93.4424 ‖
‖        84 |  72175 |               3334 |   3.068e-02 |           93.4385 ‖
‖        85 |  73198 |               3335 |   3.063e-02 |           93.4386 ‖
‖        86 |  74222 |               3335 |   3.058e-02 |           93.4386 ‖
‖        87 |  75246 |               3335 |   3.057e-02 |           93.4390 ‖
‖        88 |  76270 |               3335 |   3.057e-02 |           93.4397 ‖
‖        89 |  77288 |               3341 |   3.052e-02 |           93.4398 ‖
‖        90 |  78303 |               3347 |   3.049e-02 |           93.4391 ‖
‖        91 |  79315 |               3359 |   3.047e-02 |           93.4392 ‖
‖        92 |  80335 |               3363 |   3.041e-02 |           93.4391 ‖
‖        93 |  81325 |               3395 |   3.036e-02 |           93.4391 ‖
‖        94 |  82313 |               3430 |   3.031e-02 |           93.4392 ‖
‖        95 |  83265 |               3499 |   3.026e-02 |           93.4393 ‖
‖        96 |  84042 |               3744 |   3.024e-02 |           93.4392 ‖
‖        97 |  84899 |               3902 |   3.024e-02 |           93.4394 ‖
‖        98 |  85809 |               4003 |   3.025e-02 |           93.4395 ‖
‖        99 |  86833 |               4003 |   3.022e-02 |           93.4395 ‖
‖       100 |  87857 |               4003 |   3.021e-02 |           93.4398 ‖
‖       101 |  88881 |               4003 |   3.021e-02 |           93.4398 ‖
‖       102 |  89905 |               4003 |   3.018e-02 |           93.4412 ‖
‖       103 |  90928 |               4004 |   3.015e-02 |           93.4412 ‖
‖       104 |  91949 |               4007 |   3.013e-02 |           93.4412 ‖
‖       105 |  92967 |               4013 |   3.011e-02 |           93.4412 ‖
‖       106 |  93971 |               4032 |   3.010e-02 |           93.4411 ‖
‖       107 |  94971 |               4056 |   3.006e-02 |           93.4412 ‖
‖       108 |  95993 |               4058 |   3.003e-02 |           93.4412 ‖
‖       109 |  97017 |               4058 |   3.001e-02 |           93.4412 ‖
‖       110 |  98041 |               4058 |   2.996e-02 |           93.4410 ‖
‖       111 |  99065 |               4058 |   2.990e-02 |           93.4412 ‖
‖       112 | 100089 |               4058 |   2.985e-02 |           93.4412 ‖
‖       113 | 101113 |               4058 |   2.979e-02 |           93.4411 ‖
‖       114 | 102130 |               4064 |   2.975e-02 |           93.4411 ‖
‖       115 | 103152 |               4066 |   2.972e-02 |           93.4411 ‖
‖       116 | 104169 |               4072 |   2.967e-02 |           93.4412 ‖
‖       117 | 105180 |               4082 |   2.961e-02 |           93.4412 ‖
‖       118 | 106189 |               4096 |   2.957e-02 |           93.4412 ‖
‖       119 | 107198 |               4108 |   2.953e-02 |           93.4412 ‖
‖       120 | 108192 |               4134 |   2.945e-02 |           93.4412 ‖
‖       121 | 109201 |               4146 |   2.938e-02 |           93.4411 ‖
‖       122 | 110205 |               4165 |   2.932e-02 |           93.4412 ‖
‖       123 | 111176 |               4214 |   2.924e-02 |           93.4412 ‖
‖       124 | 112152 |               4258 |   2.918e-02 |           93.4412 ‖
‖       125 | 113134 |               4298 |   2.913e-02 |           93.4412 ‖
‖       126 | 113994 |               4457 |   2.906e-02 |           93.4411 ‖
‖       127 | 114578 |               4872 |   2.907e-02 |           93.4412 ‖
‖       128 | 114891 |               5503 |   2.910e-02 |           93.4413 ‖
‖       129 | 115334 |               6015 |   2.911e-02 |           93.2849 ‖
‖       130 | 116117 |               6229 |   2.914e-02 |           93.2849 ‖
‖       131 | 116958 |               6399 |   2.916e-02 |           93.1522 ‖
‖       132 | 117544 |               6824 |   2.917e-02 |           92.5802 ‖
‖       133 | 118402 |               6959 |   2.916e-02 |           92.5017 ‖
‖       134 | 119310 |               7069 |   2.916e-02 |           92.3459 ‖
‖       135 | 120314 |               7087 |   2.915e-02 |           92.3458 ‖
‖       136 | 121324 |               7101 |   2.914e-02 |           92.3166 ‖
‖       137 | 122088 |               7358 |   2.914e-02 |           91.8745 ‖
‖       138 | 123013 |               7440 |   2.912e-02 |           91.8635 ‖
‖       139 | 123903 |               7567 |   2.911e-02 |           91.7201 ‖
‖       140 | 124670 |               7816 |   2.911e-02 |           91.4591 ‖
‖       141 | 125388 |               8099 |   2.909e-02 |           91.4224 ‖
‖       142 | 126156 |               8318 |   2.907e-02 |           91.4224 ‖
‖       143 | 126870 |               8602 |   2.905e-02 |           91.4223 ‖
‖       144 | 127630 |               8835 |   2.903e-02 |           91.4223 ‖
‖       145 | 128285 |               9175 |   2.903e-02 |           91.2623 ‖
‖       146 | 128880 |               9562 |   2.901e-02 |           91.2624 ‖
‖       147 | 129445 |               9974 |   2.899e-02 |           91.2623 ‖
‖       148 | 130065 |              10324 |   2.899e-02 |           91.2623 ‖
‖       149 | 130921 |              10468 |   2.900e-02 |           91.2623 ‖
‖       150 | 131840 |              10565 |   2.901e-02 |           91.2622 ‖
‖       151 | 132778 |              10646 |   2.900e-02 |           91.2623 ‖
‖       152 | 133714 |              10729 |   2.901e-02 |           91.2623 ‖
‖       153 | 134729 |              10738 |   2.902e-02 |           91.2593 ‖
‖       154 | 135577 |              10912 |   2.904e-02 |           90.9632 ‖
‖       155 | 136507 |              10996 |   2.904e-02 |           90.8696 ‖
‖       156 | 137503 |              11022 |   2.903e-02 |           90.8381 ‖
‖       157 | 138422 |              11126 |   2.904e-02 |           90.6513 ‖
‖       158 | 139377 |              11187 |   2.904e-02 |           90.5834 ‖
‖       159 | 140336 |              11250 |   2.903e-02 |           90.5442 ‖
‖       160 | 141327 |              11278 |   2.900e-02 |           90.5199 ‖
‖       161 | 142332 |              11295 |   2.897e-02 |           90.5199 ‖
‖       162 | 143326 |              11323 |   2.893e-02 |           90.4816 ‖
‖       163 | 144261 |              11412 |   2.892e-02 |           90.3334 ‖
‖       164 | 145199 |              11494 |   2.889e-02 |           90.3159 ‖
‖       165 | 146075 |              11634 |   2.886e-02 |           90.2840 ‖
‖       166 | 146904 |              11816 |   2.885e-02 |           90.2391 ‖
‖       167 | 147594 |              12122 |   2.883e-02 |           90.2276 ‖
‖       168 | 148190 |              12523 |   2.881e-02 |           90.2276 ‖
‖       169 | 148740 |              12948 |   2.880e-02 |           90.2276 ‖
‖       170 | 149308 |              13356 |   2.881e-02 |           90.2276 ‖
‖       171 | 150163 |              13487 |   2.881e-02 |           90.2233 ‖
‖       172 | 151097 |              13566 |   2.879e-02 |           90.2233 ‖
‖       173 | 152014 |              13660 |   2.877e-02 |           90.2234 ‖
‖       174 | 152867 |              13816 |   2.874e-02 |           90.2234 ‖
‖       175 | 153695 |              13991 |   2.871e-02 |           90.2233 ‖
‖       176 | 154579 |              14113 |   2.871e-02 |           90.2234 ‖
‖       177 | 155396 |              14312 |   2.869e-02 |           90.2233 ‖
‖       178 | 156196 |              14520 |   2.869e-02 |           90.2233 ‖
‖       179 | 156974 |              14751 |   2.870e-02 |           90.2234 ‖
‖       180 | 157834 |              14900 |   2.871e-02 |           90.2234 ‖
‖       181 | 158703 |              15051 |   2.871e-02 |           90.2234 ‖
‖       182 | 159589 |              15175 |   2.870e-02 |           90.2233 ‖
‖       183 | 160554 |              15233 |   2.870e-02 |           90.2233 ‖
‖       184 | 161444 |              15359 |   2.870e-02 |           90.2234 ‖
‖       185 | 162303 |              15510 |   2.869e-02 |           90.2234 ‖
‖       186 | 163214 |              15610 |   2.869e-02 |           90.2234 ‖
‖       187 | 164175 |              15667 |   2.869e-02 |           90.2234 ‖
‖       188 | 164995 |              15858 |   2.868e-02 |           90.2233 ‖
‖       189 | 165926 |              15948 |   2.866e-02 |           90.2233 ‖
‖       190 | 166799 |              16088 |   2.864e-02 |           90.2234 ‖
‖       191 | 167774 |              16134 |   2.863e-02 |           90.2234 ‖
‖       192 | 168773 |              16159 |   2.862e-02 |           90.2234 ‖
‖       193 | 169708 |              16240 |   2.861e-02 |           90.2234 ‖
‖       194 | 170691 |              16270 |   2.860e-02 |           90.2234 ‖
‖       195 | 171638 |              16345 |   2.859e-02 |           90.2233 ‖
‖       196 | 172459 |              16532 |   2.859e-02 |           90.1281 ‖
‖       197 | 173265 |              16744 |   2.856e-02 |           90.1281 ‖
‖       198 | 174089 |              16927 |   2.856e-02 |           90.1282 ‖
‖       199 | 175042 |              16993 |   2.854e-02 |           90.1281 ‖
‖       200 | 176055 |              17002 |   2.853e-02 |           90.1281 ‖
‖       201 | 177057 |              17020 |   2.853e-02 |           90.1281 ‖
‖       202 | 178046 |              17051 |   2.853e-02 |           90.1282 ‖
‖       203 | 179045 |              17072 |   2.853e-02 |           90.1281 ‖
‖       204 | 180019 |              17121 |   2.854e-02 |           90.0376 ‖
‖       205 | 180984 |              17177 |   2.856e-02 |           89.9542 ‖
‖       206 | 181960 |              17221 |   2.856e-02 |           89.9541 ‖
‖       207 | 182953 |              17251 |   2.858e-02 |           89.9170 ‖
‖       208 | 183942 |              17284 |   2.859e-02 |           89.9013 ‖
‖       209 | 184914 |              17333 |   2.859e-02 |           89.9009 ‖
‖       210 | 185885 |              17381 |   2.859e-02 |           89.8657 ‖
‖       211 | 186869 |              17418 |   2.857e-02 |           89.8657 ‖
‖       212 | 187830 |              17477 |   2.856e-02 |           89.8657 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.090 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6332.vnnlib: unknown
--- Verification time: 20.1062 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (149/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2834.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2834.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2834.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.157e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2834.vnnlib: unsat
--- Verification time: 0.0312 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (150/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4618.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4618.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4618.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.484e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4618.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (151/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_564.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_564.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_564.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.677e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_564.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (152/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_567.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_567.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_567.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.799e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_567.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (153/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_837.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_837.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_837.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.835e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.774e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.571e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.541e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.446e-02 |          100.0001 ‖
‖         6 |     31 |                  1 |   4.295e-02 |           93.5149 ‖
‖         7 |     57 |                  5 |   4.247e-02 |           86.7081 ‖
‖         8 |    104 |                 14 |   4.164e-02 |           78.5289 ‖
‖         9 |    182 |                 37 |   4.038e-02 |           66.9960 ‖
‖        10 |    300 |                 95 |   3.965e-02 |           54.7780 ‖
‖        11 |    484 |                201 |   3.861e-02 |           42.3313 ‖
‖        12 |    725 |                417 |   3.798e-02 |           32.0424 ‖
‖        13 |   1096 |                742 |   3.724e-02 |           24.0359 ‖
‖        14 |   1611 |               1204 |   3.737e-02 |           19.3862 ‖
‖        15 |   2138 |               1675 |   3.668e-02 |           16.2725 ‖
‖        16 |   2874 |               1907 |   3.653e-02 |           14.8798 ‖
‖        17 |   3337 |               2427 |   3.619e-02 |           13.1185 ‖
‖        18 |   4206 |               2527 |   3.607e-02 |           12.8688 ‖
‖        19 |   4841 |               2905 |   3.566e-02 |           11.5153 ‖
‖        20 |   5607 |               3124 |   3.542e-02 |           10.8502 ‖
‖        21 |   6311 |               3410 |   3.518e-02 |           10.3377 ‖
‖        22 |   7100 |               3605 |   3.494e-02 |            9.9528 ‖
‖        23 |   7879 |               3832 |   3.468e-02 |            9.4908 ‖
‖        24 |   8716 |               4012 |   3.439e-02 |            9.1123 ‖
‖        25 |   9702 |               4032 |   3.414e-02 |            9.0942 ‖
‖        26 |  10252 |               4498 |   3.380e-02 |            8.3577 ‖
‖        27 |  11169 |               4564 |   3.358e-02 |            8.3057 ‖
‖        28 |  11929 |               4821 |   3.328e-02 |            7.8362 ‖
‖        29 |  12641 |               5119 |   3.304e-02 |            7.4507 ‖
‖        30 |  13547 |               5212 |   3.283e-02 |            7.4105 ‖
‖        31 |  14239 |               5516 |   3.261e-02 |            7.1868 ‖
‖        32 |  14926 |               5791 |   3.250e-02 |            7.1853 ‖
‖        33 |  15116 |               6543 |   3.249e-02 |            6.7690 ‖
‖        34 |  15256 |               7336 |   3.252e-02 |            6.6758 ‖
‖        35 |  15551 |               7949 |   3.254e-02 |            6.5424 ‖
‖        36 |  15975 |               8469 |   3.252e-02 |            6.3239 ‖
‖        37 |  16593 |               8802 |   3.247e-02 |            6.3215 ‖
‖        38 |  16885 |               9468 |   3.237e-02 |            6.0272 ‖
‖        39 |  17118 |              10180 |   3.234e-02 |            5.7606 ‖
‖        40 |  17420 |              10818 |   3.228e-02 |            5.7590 ‖
‖        41 |  17666 |              11498 |   3.228e-02 |            5.6068 ‖
‖        42 |  18068 |              12041 |   3.229e-02 |            5.5841 ‖
‖        43 |  18278 |              12771 |   3.223e-02 |            5.5543 ‖
‖        44 |  18363 |              13575 |   3.221e-02 |            5.3039 ‖
‖        45 |  18675 |              14221 |   3.212e-02 |            5.3032 ‖
‖        46 |  18921 |              14898 |   3.210e-02 |            5.1434 ‖
‖        47 |  19199 |              15569 |   3.210e-02 |            5.1295 ‖
‖        48 |  19290 |              16430 |   3.202e-02 |            5.0233 ‖
‖        49 |  19480 |              17131 |   3.205e-02 |            4.8857 ‖
‖        50 |  19654 |              17869 |   3.203e-02 |            4.8854 ‖
‖        51 |  19628 |              18828 |   3.198e-02 |            4.6197 ‖
‖        52 |  19525 |              19812 |   3.199e-02 |            4.5076 ‖
‖        53 |  19519 |              20768 |   3.194e-02 |            4.4938 ‖
‖        54 |  19759 |              21428 |   3.196e-02 |            4.4846 ‖
‖        55 |  19769 |              22326 |   3.202e-02 |            4.4830 ‖
‖        56 |  19721 |              23291 |   3.202e-02 |            4.3381 ‖
‖        57 |  19801 |              24115 |   3.205e-02 |            4.2185 ‖
‖        58 |  19675 |              25127 |   3.208e-02 |            4.1862 ‖
‖        59 |  19788 |              25928 |   3.213e-02 |            4.1632 ‖
‖        60 |  19886 |              26752 |   3.214e-02 |            4.1581 ‖
‖        61 |  19771 |              27768 |   3.213e-02 |            3.8849 ‖
‖        62 |  19835 |              28615 |   3.213e-02 |            3.8233 ‖
‖        63 |  19919 |              29430 |   3.213e-02 |            3.7311 ‖
‖        64 |  19993 |              30283 |   3.208e-02 |            3.7249 ‖
‖        65 |  19868 |              31278 |   3.206e-02 |            3.5951 ‖
‖        66 |  19950 |              32095 |   3.208e-02 |            3.5527 ‖
‖        67 |  20038 |              32940 |   3.211e-02 |            3.5278 ‖
‖        68 |  19919 |              33988 |   3.207e-02 |            3.5228 ‖
‖        69 |  19608 |              35143 |   3.208e-02 |            3.3971 ‖
‖        70 |  19512 |              36158 |   3.207e-02 |            3.3890 ‖
‖        71 |  19369 |              37188 |   3.204e-02 |            3.1560 ‖
‖        72 |  19081 |              38301 |   3.206e-02 |            3.1234 ‖
‖        73 |  18962 |              39344 |   3.204e-02 |            3.1217 ‖
‖        74 |  18873 |              40331 |   3.203e-02 |            2.9560 ‖
‖        75 |  18621 |              41422 |   3.202e-02 |            2.8910 ‖
‖        76 |  18606 |              42321 |   3.203e-02 |            2.8475 ‖
‖        77 |  18555 |              43267 |   3.204e-02 |            2.8282 ‖
‖        78 |  18323 |              44391 |   3.202e-02 |            2.7600 ‖
‖        79 |  18328 |              45276 |   3.207e-02 |            2.7416 ‖
‖        80 |  18152 |              46364 |   3.207e-02 |            2.7400 ‖
‖        81 |  17828 |              47576 |   3.213e-02 |            2.6246 ‖
‖        82 |  17565 |              48691 |   3.216e-02 |            2.5569 ‖
‖        83 |  17405 |              49741 |   3.216e-02 |            2.5220 ‖
‖        84 |  17236 |              50757 |   3.219e-02 |            2.4932 ‖
‖        85 |  17012 |              51858 |   3.220e-02 |            2.4266 ‖
‖        86 |  16963 |              52801 |   3.221e-02 |            2.4060 ‖
‖        87 |  17051 |              53611 |   3.225e-02 |            2.3974 ‖
‖        88 |  16908 |              54655 |   3.225e-02 |            2.2620 ‖
‖        89 |  16736 |              55705 |   3.225e-02 |            2.1805 ‖
‖        90 |  16311 |              56991 |   3.232e-02 |            2.1720 ‖
‖        91 |  15889 |              58297 |   3.238e-02 |            2.1571 ‖
‖        92 |  15771 |              59312 |   3.239e-02 |            2.1449 ‖
‖        93 |  15678 |              60299 |   3.235e-02 |            2.0857 ‖
‖        94 |  15545 |              61329 |   3.228e-02 |            2.0156 ‖
‖        95 |  15412 |              62340 |   3.227e-02 |            1.9202 ‖
‖        96 |  15213 |              63396 |   3.229e-02 |            1.8516 ‖
‖        97 |  15066 |              64438 |   3.228e-02 |            1.8252 ‖
‖        98 |  14794 |              65584 |   3.228e-02 |            1.7741 ‖
‖        99 |  14459 |              66785 |   3.224e-02 |            1.6512 ‖
‖       100 |  14116 |              67986 |   3.223e-02 |            1.6161 ‖
‖       101 |  13875 |              69093 |   3.222e-02 |            1.5774 ‖
‖       102 |  13541 |              70285 |   3.224e-02 |            1.5696 ‖
‖       103 |  13097 |              71593 |   3.222e-02 |            1.5039 ‖
‖       104 |  12822 |              72712 |   3.227e-02 |            1.4560 ‖
‖       105 |  12732 |              73709 |   3.224e-02 |            1.3943 ‖
‖       106 |  12590 |              74724 |   3.222e-02 |            1.3562 ‖
‖       107 |  12318 |              75883 |   3.218e-02 |            1.3351 ‖
‖       108 |  11878 |              77193 |   3.219e-02 |            1.2181 ‖
‖       109 |  11389 |              78554 |   3.222e-02 |            1.1831 ‖
‖       110 |  10953 |              79869 |   3.223e-02 |            1.0688 ‖
‖       111 |  10504 |              81192 |   3.216e-02 |            1.0008 ‖
‖       112 |  10196 |              82358 |   3.212e-02 |            0.9642 ‖
‖       113 |   9845 |              83545 |   3.211e-02 |            0.9276 ‖
‖       114 |   9701 |              84545 |   3.208e-02 |            0.9012 ‖
‖       115 |   9405 |              85714 |   3.206e-02 |            0.8252 ‖
‖       116 |   9176 |              86854 |   3.197e-02 |            0.7701 ‖
‖       117 |   8686 |              88186 |   3.195e-02 |            0.7376 ‖
‖       118 |   8291 |              89450 |   3.195e-02 |            0.7208 ‖
‖       119 |   8022 |              90603 |   3.192e-02 |            0.7061 ‖
‖       120 |   7641 |              91835 |   3.186e-02 |            0.6484 ‖
‖       121 |   7126 |              93182 |   3.189e-02 |            0.6022 ‖
‖       122 |   6539 |              94622 |   3.189e-02 |            0.5681 ‖
‖       123 |   5971 |              96034 |   3.189e-02 |            0.5377 ‖
‖       124 |   5475 |              97411 |   3.183e-02 |            0.4795 ‖
‖       125 |   5035 |              98701 |   3.171e-02 |            0.4063 ‖
‖       126 |   4712 |              99862 |   3.163e-02 |            0.3417 ‖
‖       127 |   4300 |             101123 |   3.149e-02 |            0.2780 ‖
‖       128 |   3791 |             102474 |   3.128e-02 |            0.2372 ‖
‖       129 |   3274 |             103815 |   3.122e-02 |            0.1979 ‖
‖       130 |   2803 |             105125 |   3.085e-02 |            0.1723 ‖
‖       131 |   2201 |             106552 |   3.073e-02 |            0.1283 ‖
‖       132 |   1687 |             107902 |   3.078e-02 |            0.1009 ‖
‖       133 |   1124 |             109307 |   3.000e-02 |            0.0477 ‖
‖       134 |    498 |             110756 |   2.806e-02 |            0.0119 ‖
‖       135 |    153 |             111431 |   2.791e-02 |            0.0023 ‖
‖       136 |     41 |             111644 |   2.329e-02 |            0.0002 ‖
‖       137 |      6 |             111695 |   2.736e-02 |            0.0000 ‖
‖       138 |      0 |             111704 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 12.500 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_837.vnnlib: unsat
--- Verification time: 12.5106 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (154/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_478.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_478.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_478.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.894e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.714e-02 |           25.0185 ‖
‖         3 |      2 |                  1 |   3.683e-02 |           25.0185 ‖
‖         4 |      4 |                  1 |   3.509e-02 |           21.4043 ‖
‖         5 |      6 |                  3 |   3.435e-02 |           16.3441 ‖
‖         6 |      8 |                  7 |   3.432e-02 |           12.0898 ‖
‖         7 |     12 |                 11 |   3.332e-02 |            7.8981 ‖
‖         8 |     15 |                 19 |   3.218e-02 |            4.5386 ‖
‖         9 |     16 |                 30 |   3.073e-02 |            2.5476 ‖
‖        10 |     16 |                 44 |   3.156e-02 |            1.2784 ‖
‖        11 |     14 |                 62 |   2.952e-02 |            0.5297 ‖
‖        12 |     10 |                 78 |   3.038e-02 |            0.2098 ‖
‖        13 |     10 |                 87 |   2.856e-02 |            0.0916 ‖
‖        14 |      7 |                 98 |   2.780e-02 |            0.0239 ‖
‖        15 |      1 |                109 |   2.890e-02 |            0.0031 ‖
‖        16 |      1 |                110 |   2.882e-02 |            0.0014 ‖
‖        17 |      0 |                112 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.380 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_478.vnnlib: unsat
--- Verification time: 0.3906 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (155/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_534.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_534.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_534.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.431e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_534.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (156/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6666.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6666.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6666.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.514e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6666.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (157/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2079.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2079.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2079.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.502e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2079.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (158/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_784.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_784.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_784.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.328e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_784.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (159/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1092.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1092.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1092.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.150e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.929e-02 |           37.9839 ‖
‖         3 |      2 |                  1 |   3.013e-02 |           34.5021 ‖
‖         4 |      4 |                  1 |   2.921e-02 |           34.5021 ‖
‖         5 |      7 |                  2 |   2.813e-02 |           29.9062 ‖
‖         6 |     12 |                  4 |   2.740e-02 |           22.5916 ‖
‖         7 |     18 |                 10 |   2.656e-02 |           17.0705 ‖
‖         8 |     28 |                 16 |   2.639e-02 |           13.3109 ‖
‖         9 |     41 |                 29 |   2.615e-02 |            9.5569 ‖
‖        10 |     58 |                 52 |   2.518e-02 |            6.4479 ‖
‖        11 |     74 |                 88 |   2.489e-02 |            4.2947 ‖
‖        12 |     99 |                132 |   2.430e-02 |            2.7886 ‖
‖        13 |    121 |                202 |   2.384e-02 |            1.7424 ‖
‖        14 |    155 |                282 |   2.286e-02 |            0.9632 ‖
‖        15 |    165 |                404 |   2.327e-02 |            0.5928 ‖
‖        16 |    213 |                508 |   2.298e-02 |            0.3660 ‖
‖        17 |    233 |                684 |   2.249e-02 |            0.1993 ‖
‖        18 |    222 |                910 |   2.071e-02 |            0.0744 ‖
‖        19 |    172 |               1138 |   2.080e-02 |            0.0322 ‖
‖        20 |    170 |               1290 |   2.077e-02 |            0.0171 ‖
‖        21 |    177 |               1438 |   2.076e-02 |            0.0097 ‖
‖        22 |    151 |               1627 |   1.925e-02 |            0.0036 ‖
‖        23 |    135 |               1764 |   1.956e-02 |            0.0017 ‖
‖        24 |    117 |               1900 |   1.904e-02 |            0.0008 ‖
‖        25 |    101 |               2016 |   1.879e-02 |            0.0003 ‖
‖        26 |     95 |               2107 |   1.826e-02 |            0.0000 ‖
‖        27 |     67 |               2214 |   1.843e-02 |            0.0000 ‖
‖        28 |     52 |               2287 |   1.799e-02 |            0.0000 ‖
‖        29 |     35 |               2346 |   1.712e-02 |            0.0000 ‖
‖        30 |     15 |               2394 |   1.774e-02 |            0.0000 ‖
‖        31 |     11 |               2411 |   1.719e-02 |            0.0000 ‖
‖        32 |      5 |               2425 |   1.460e-02 |            0.0000 ‖
‖        33 |      3 |               2431 |   1.181e-02 |            0.0000 ‖
‖        34 |      1 |               2434 |   1.376e-02 |            0.0000 ‖
‖        35 |      0 |               2435 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.442 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1092.vnnlib: unsat
--- Verification time: 1.4522 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (160/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7887.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7887.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7887.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.549e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.447e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.304e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.177e-02 |          100.0000 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.059 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7887.vnnlib: sat
--- Verification time: 0.0694 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (161/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3362.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3362.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3362.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.491e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3362.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (162/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6944.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6944.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6944.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.270e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.061e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.956e-02 |          100.0000 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6944.vnnlib: sat
--- Verification time: 0.0569 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (163/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_323.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_323.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_323.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.655e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_323.vnnlib: unsat
--- Verification time: 0.0175 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (164/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2924.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2924.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2924.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.751e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2924.vnnlib: sat
--- Verification time: 0.0182 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (165/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_731.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_731.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_731.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.375e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_731.vnnlib: sat
--- Verification time: 0.0241 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (166/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2051.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2051.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2051.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.787e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2051.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (167/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2794.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2794.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2794.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.904e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2794.vnnlib: sat
--- Verification time: 0.0209 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (168/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_134.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_134.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_134.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.729e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.579e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.490e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.343e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.225e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.116e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.017e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.903e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.816e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.724e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   3.645e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   3.578e-02 |          100.0002 ‖
‖        13 |   3072 |                  0 |   3.534e-02 |          100.0002 ‖
‖        14 |   4096 |                  0 |   3.503e-02 |          100.0002 ‖
‖        15 |   5120 |                  0 |   3.478e-02 |          100.0002 ‖
‖        16 |   6144 |                  0 |   3.451e-02 |          100.0002 ‖
‖        17 |   7168 |                  0 |   3.429e-02 |          100.0002 ‖
‖        18 |   8192 |                  0 |   3.407e-02 |           99.9993 ‖
‖        19 |   9216 |                  0 |   3.387e-02 |           99.9997 ‖
‖        20 |  10240 |                  0 |   3.368e-02 |          100.0000 ‖
‖        21 |  11264 |                  0 |   3.346e-02 |           99.9997 ‖
‖        22 |  12288 |                  0 |   3.327e-02 |           99.9987 ‖
‖        23 |  13312 |                  0 |   3.310e-02 |           99.9975 ‖
‖        24 |  14336 |                  0 |   3.288e-02 |           99.9969 ‖
‖        25 |  15360 |                  0 |   3.270e-02 |           99.9964 ‖
‖        26 |  16384 |                  0 |   3.252e-02 |           99.9966 ‖
‖        27 |  17408 |                  0 |   3.230e-02 |           99.9963 ‖
‖        28 |  18432 |                  0 |   3.213e-02 |           99.9967 ‖
‖        29 |  19456 |                  0 |   3.196e-02 |           99.9967 ‖
‖        30 |  20480 |                  0 |   3.175e-02 |           99.9971 ‖
‖        31 |  21504 |                  0 |   3.159e-02 |           99.9981 ‖
‖        32 |  22528 |                  0 |   3.143e-02 |           99.9985 ‖
‖        33 |  23552 |                  0 |   3.123e-02 |           99.9986 ‖
‖        34 |  24576 |                  0 |   3.108e-02 |           99.9983 ‖
‖        35 |  25600 |                  0 |   3.093e-02 |           99.9974 ‖
‖        36 |  26624 |                  0 |   3.072e-02 |           99.9970 ‖
‖        37 |  27648 |                  0 |   3.057e-02 |           99.9957 ‖
‖        38 |  28672 |                  0 |   3.043e-02 |           99.9957 ‖
‖        39 |  29696 |                  0 |   3.022e-02 |           99.9960 ‖
‖        40 |  30720 |                  0 |   3.007e-02 |           99.9960 ‖
‖        41 |  31744 |                  0 |   2.992e-02 |           99.9960 ‖
‖        42 |  32768 |                  0 |   2.971e-02 |           99.9957 ‖
‖        43 |  33792 |                  0 |   2.959e-02 |           99.9959 ‖
‖        44 |  34816 |                  0 |   2.946e-02 |           99.9965 ‖
‖        44 |  33792 |                  0 |   2.964e-02 |           99.9724 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 2.277 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_134.vnnlib: sat
--- Verification time: 2.2895 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (169/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1123.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1123.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1123.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.836e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.633e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.497e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.396e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.231e-02 |           93.9528 ‖
‖         6 |     30 |                  1 |   3.184e-02 |           93.7009 ‖
‖         7 |     57 |                  4 |   3.133e-02 |           88.8590 ‖
‖         8 |    108 |                 10 |   3.042e-02 |           81.0027 ‖
‖         9 |    191 |                 31 |   2.975e-02 |           72.8215 ‖
‖        10 |    335 |                 75 |   2.915e-02 |           63.5935 ‖
‖        11 |    594 |                145 |   2.844e-02 |           55.8349 ‖
‖        12 |   1061 |                259 |   2.782e-02 |           49.1070 ‖
‖        13 |   1810 |                503 |   2.736e-02 |           43.1750 ‖
‖        14 |   2439 |                866 |   2.699e-02 |           38.5763 ‖
‖        15 |   3393 |                932 |   2.676e-02 |           37.7172 ‖
‖        16 |   4149 |               1156 |   2.661e-02 |           36.4374 ‖
‖        17 |   4859 |               1446 |   2.637e-02 |           34.6031 ‖
‖        18 |   5818 |               1506 |   2.617e-02 |           34.1735 ‖
‖        19 |   6691 |               1656 |   2.596e-02 |           32.9377 ‖
‖        20 |   7700 |               1671 |   2.580e-02 |           32.8429 ‖
‖        21 |   8598 |               1777 |   2.564e-02 |           32.6335 ‖
‖        22 |   9509 |               1881 |   2.548e-02 |           32.3762 ‖
‖        23 |  10531 |               1882 |   2.528e-02 |           32.3761 ‖
‖        24 |  11112 |               2296 |   2.508e-02 |           30.9463 ‖
‖        25 |  12104 |               2320 |   2.495e-02 |           30.8583 ‖
‖        26 |  12988 |               2448 |   2.480e-02 |           30.5208 ‖
‖        27 |  14012 |               2448 |   2.471e-02 |           30.5208 ‖
‖        27 |  12988 |               2448 |   2.477e-02 |           28.8358 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.907 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1123.vnnlib: sat
--- Verification time: 1.9193 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (170/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6645.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6645.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6645.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.782e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6645.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (171/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6789.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6789.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6789.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.777e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.692e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.464e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.326e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.240e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.152e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.022e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.915e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.836e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.740e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.667e-02 |           99.9420 ‖
‖        12 |   2042 |                  6 |   3.595e-02 |           99.4824 ‖
‖        13 |   3022 |                 50 |   3.545e-02 |           98.0424 ‖
‖        14 |   4014 |                 79 |   3.513e-02 |           97.5225 ‖
‖        15 |   4976 |                133 |   3.488e-02 |           97.1031 ‖
‖        16 |   5765 |                357 |   3.453e-02 |           95.0425 ‖
‖        17 |   6507 |                626 |   3.424e-02 |           93.9462 ‖
‖        18 |   7287 |                857 |   3.401e-02 |           93.6941 ‖
‖        19 |   8165 |                993 |   3.375e-02 |           92.9164 ‖
‖        20 |   9118 |               1055 |   3.352e-02 |           92.7210 ‖
‖        21 |  10041 |               1142 |   3.326e-02 |           92.5908 ‖
‖        22 |  10970 |               1229 |   3.307e-02 |           92.4624 ‖
‖        23 |  11934 |               1280 |   3.288e-02 |           92.4479 ‖
‖        24 |  12800 |               1423 |   3.264e-02 |           91.8602 ‖
‖        25 |  13461 |               1774 |   3.241e-02 |           90.4220 ‖
‖        26 |  14037 |               2163 |   3.226e-02 |           89.8999 ‖
‖        27 |  14718 |               2489 |   3.210e-02 |           89.2948 ‖
‖        28 |  15309 |               2894 |   3.201e-02 |           88.8389 ‖
‖        29 |  15658 |               3514 |   3.190e-02 |           88.4822 ‖
‖        30 |  16167 |               3993 |   3.183e-02 |           88.4179 ‖
‖        31 |  16665 |               4459 |   3.182e-02 |           88.4152 ‖
‖        32 |  17141 |               4948 |   3.180e-02 |           87.9162 ‖
‖        33 |  17573 |               5492 |   3.178e-02 |           87.2683 ‖
‖        34 |  17930 |               6101 |   3.171e-02 |           87.1798 ‖
‖        35 |  18301 |               6675 |   3.177e-02 |           86.7511 ‖
‖        36 |  18750 |               7178 |   3.183e-02 |           86.5040 ‖
‖        37 |  19063 |               7808 |   3.182e-02 |           86.3260 ‖
‖        38 |  19607 |               8240 |   3.182e-02 |           86.3045 ‖
‖        39 |  20114 |               8711 |   3.180e-02 |           86.2957 ‖
‖        40 |  20473 |               9332 |   3.174e-02 |           86.1780 ‖
‖        41 |  21014 |               9764 |   3.173e-02 |           85.8461 ‖
‖        42 |  21451 |              10298 |   3.167e-02 |           85.7311 ‖
‖        43 |  21859 |              10837 |   3.163e-02 |           85.6466 ‖
‖        44 |  22486 |              11196 |   3.161e-02 |           85.5412 ‖
‖        45 |  22902 |              11749 |   3.154e-02 |           85.5344 ‖
‖        46 |  23183 |              12417 |   3.149e-02 |           84.9727 ‖
‖        47 |  23732 |              12840 |   3.145e-02 |           84.9679 ‖
‖        48 |  24179 |              13364 |   3.134e-02 |           84.9665 ‖
‖        49 |  24424 |              14068 |   3.131e-02 |           83.9567 ‖
‖        50 |  24712 |              14718 |   3.123e-02 |           83.4532 ‖
‖        51 |  25165 |              15238 |   3.117e-02 |           83.0200 ‖
‖        52 |  25543 |              15810 |   3.108e-02 |           82.7145 ‖
‖        53 |  25952 |              16381 |   3.098e-02 |           82.1317 ‖
‖        54 |  26390 |              16917 |   3.093e-02 |           81.6712 ‖
‖        55 |  26667 |              17613 |   3.089e-02 |           81.4665 ‖
‖        56 |  27013 |              18228 |   3.091e-02 |           81.0388 ‖
‖        57 |  27290 |              18874 |   3.091e-02 |           80.8139 ‖
‖        58 |  27564 |              19563 |   3.090e-02 |           80.5051 ‖
‖        59 |  27840 |              20228 |   3.088e-02 |           80.4341 ‖
‖        60 |  28212 |              20823 |   3.089e-02 |           80.3337 ‖
‖        61 |  28526 |              21425 |   3.096e-02 |           80.2547 ‖
‖        62 |  28983 |              21928 |   3.100e-02 |           80.1846 ‖
‖        63 |  29537 |              22334 |   3.104e-02 |           79.9230 ‖
‖        64 |  30100 |              22742 |   3.107e-02 |           79.3805 ‖
‖        65 |  30764 |              23068 |   3.107e-02 |           78.9772 ‖
‖        66 |  31406 |              23412 |   3.107e-02 |           78.5040 ‖
‖        67 |  31974 |              23808 |   3.105e-02 |           78.2354 ‖
‖        68 |  32474 |              24275 |   3.100e-02 |           78.1945 ‖
‖        69 |  33003 |              24716 |   3.099e-02 |           77.8119 ‖
‖        70 |  33600 |              25096 |   3.098e-02 |           77.5801 ‖
‖        71 |  34126 |              25548 |   3.096e-02 |           77.2813 ‖
‖        72 |  34615 |              26034 |   3.093e-02 |           77.0432 ‖
‖        73 |  35017 |              26605 |   3.087e-02 |           76.9969 ‖
‖        74 |  35545 |              27040 |   3.085e-02 |           76.9258 ‖
‖        75 |  36167 |              27395 |   3.081e-02 |           76.8367 ‖
‖        76 |  36728 |              27817 |   3.077e-02 |           76.7817 ‖
‖        77 |  37185 |              28339 |   3.075e-02 |           76.7730 ‖
‖        78 |  37500 |              28966 |   3.077e-02 |           76.5681 ‖
‖        79 |  37536 |              29877 |   3.076e-02 |           76.5560 ‖
‖        80 |  37782 |              30571 |   3.079e-02 |           76.2378 ‖
‖        81 |  38152 |              31150 |   3.081e-02 |           75.9162 ‖
‖        82 |  38672 |              31580 |   3.082e-02 |           75.6544 ‖
‖        83 |  38987 |              32217 |   3.080e-02 |           75.5932 ‖
‖        84 |  39459 |              32685 |   3.080e-02 |           75.3689 ‖
‖        85 |  39691 |              33418 |   3.077e-02 |           75.3036 ‖
‖        86 |  40083 |              33946 |   3.078e-02 |           74.9764 ‖
‖        87 |  40485 |              34504 |   3.077e-02 |           74.8937 ‖
‖        88 |  40857 |              35078 |   3.078e-02 |           74.8191 ‖
‖        89 |  40919 |              35959 |   3.074e-02 |           74.5417 ‖
‖        90 |  41157 |              36642 |   3.073e-02 |           74.3741 ‖
‖        91 |  41508 |              37239 |   3.072e-02 |           74.3421 ‖
‖        92 |  41925 |              37770 |   3.072e-02 |           74.2885 ‖
‖        93 |  42235 |              38407 |   3.071e-02 |           74.2826 ‖
‖        94 |  42548 |              39042 |   3.068e-02 |           74.2822 ‖
‖        95 |  42736 |              39802 |   3.065e-02 |           73.7444 ‖
‖        96 |  42875 |              40598 |   3.062e-02 |           73.1489 ‖
‖        97 |  42956 |              41445 |   3.060e-02 |           72.8099 ‖
‖        98 |  43049 |              42292 |   3.059e-02 |           72.3563 ‖
‖        99 |  43191 |              43093 |   3.057e-02 |           72.1892 ‖
‖       100 |  43322 |              43897 |   3.056e-02 |           72.0038 ‖
‖       101 |  43399 |              44759 |   3.056e-02 |           71.8913 ‖
‖       102 |  43409 |              45669 |   3.055e-02 |           71.4272 ‖
‖       103 |  43519 |              46508 |   3.053e-02 |           71.3204 ‖
‖       104 |  43660 |              47318 |   3.051e-02 |           70.8122 ‖
‖       105 |  43803 |              48086 |   3.052e-02 |           70.5671 ‖
‖       106 |  44033 |              48823 |   3.050e-02 |           70.5506 ‖
‖       107 |  44226 |              49590 |   3.049e-02 |           70.1449 ‖
‖       108 |  44432 |              50338 |   3.050e-02 |           69.7764 ‖
‖       109 |  44579 |              51116 |   3.050e-02 |           69.3897 ‖
‖       110 |  44651 |              51951 |   3.053e-02 |           69.1177 ‖
‖       111 |  44760 |              52739 |   3.055e-02 |           68.9301 ‖
‖       112 |  45091 |              53339 |   3.056e-02 |           68.8108 ‖
‖       113 |  45503 |              53867 |   3.057e-02 |           68.7199 ‖
‖       114 |  45995 |              54340 |   3.057e-02 |           68.5984 ‖
‖       115 |  46596 |              54717 |   3.056e-02 |           68.4969 ‖
‖       116 |  47232 |              55062 |   3.054e-02 |           68.4156 ‖
‖       117 |  47833 |              55449 |   3.052e-02 |           68.2583 ‖
‖       118 |  48435 |              55826 |   3.049e-02 |           68.0436 ‖
‖       119 |  49065 |              56178 |   3.045e-02 |           67.8424 ‖
‖       120 |  49675 |              56566 |   3.042e-02 |           67.6615 ‖
‖       121 |  50085 |              57136 |   3.037e-02 |           67.1577 ‖
‖       122 |  50629 |              57571 |   3.035e-02 |           67.0049 ‖
‖       123 |  51127 |              58061 |   3.031e-02 |           66.6806 ‖
‖       124 |  51707 |              58476 |   3.026e-02 |           66.6287 ‖
‖       125 |  52292 |              58878 |   3.022e-02 |           66.3349 ‖
‖       126 |  52826 |              59330 |   3.017e-02 |           66.0609 ‖
‖       127 |  53333 |              59803 |   3.014e-02 |           65.9052 ‖
‖       128 |  53792 |              60324 |   3.009e-02 |           65.7481 ‖
‖       129 |  54084 |              60986 |   3.006e-02 |           65.7221 ‖
‖       130 |  54380 |              61647 |   3.003e-02 |           65.7087 ‖
‖       131 |  54571 |              62393 |   3.005e-02 |           65.5254 ‖
‖       132 |  54750 |              63172 |   3.006e-02 |           65.1195 ‖
‖       133 |  54926 |              63893 |   3.008e-02 |           64.9367 ‖
‖       134 |  55238 |              64538 |   3.009e-02 |           64.6202 ‖
‖       135 |  55565 |              65156 |   3.009e-02 |           64.4851 ‖
‖       136 |  55951 |              65735 |   3.007e-02 |           64.1757 ‖
‖       137 |  56307 |              66332 |   3.006e-02 |           64.0591 ‖
‖       138 |  56640 |              66944 |   3.006e-02 |           63.8694 ‖
‖       139 |  56825 |              67698 |   3.005e-02 |           63.7606 ‖
‖       140 |  56841 |              68606 |   3.004e-02 |           63.7417 ‖
‖       141 |  57071 |              69284 |   3.004e-02 |           63.7087 ‖
‖       142 |  57381 |              69907 |   3.005e-02 |           63.6505 ‖
‖       143 |  57675 |              70583 |   3.003e-02 |           63.6202 ‖
‖       144 |  57951 |              71258 |   3.003e-02 |           63.4798 ‖
‖       145 |  58237 |              71917 |   3.002e-02 |           63.4126 ‖
‖       146 |  58545 |              72556 |   3.002e-02 |           63.3078 ‖
‖       147 |  58734 |              73319 |   3.001e-02 |           63.2501 ‖
‖       148 |  58906 |              74087 |   3.003e-02 |           63.1505 ‖
‖       149 |  59232 |              74723 |   3.004e-02 |           63.0282 ‖
‖       150 |  59542 |              75356 |   3.005e-02 |           62.7221 ‖
‖       151 |  59715 |              76119 |   3.005e-02 |           62.6604 ‖
‖       152 |  60040 |              76706 |   3.005e-02 |           62.4500 ‖
‖       153 |  60500 |              77221 |   3.004e-02 |           62.1640 ‖
‖       154 |  60942 |              77768 |   3.002e-02 |           61.9063 ‖
‖       155 |  61357 |              78322 |   3.001e-02 |           61.7404 ‖
‖       156 |  61694 |              78964 |   3.001e-02 |           61.4682 ‖
‖       157 |  62052 |              79580 |   3.001e-02 |           61.3702 ‖
‖       158 |  62120 |              80455 |   3.001e-02 |           61.2728 ‖
‖       159 |  62318 |              81184 |   3.002e-02 |           61.0675 ‖
‖       160 |  62603 |              81842 |   3.003e-02 |           60.8630 ‖
‖       161 |  62793 |              82575 |   3.004e-02 |           60.7079 ‖
‖       162 |  62883 |              83420 |   3.004e-02 |           60.5780 ‖
‖       163 |  63133 |              84099 |   3.005e-02 |           60.3503 ‖
‖       164 |  63511 |              84675 |   3.006e-02 |           60.1195 ‖
‖       165 |  63784 |              85337 |   3.006e-02 |           59.8907 ‖
‖       166 |  64092 |              85959 |   3.008e-02 |           59.6913 ‖
‖       167 |  64277 |              86691 |   3.008e-02 |           59.5029 ‖
‖       168 |  64312 |              87579 |   3.008e-02 |           59.4229 ‖
‖       169 |  64632 |              88183 |   3.009e-02 |           59.3654 ‖
‖       170 |  64944 |              88822 |   3.009e-02 |           59.3044 ‖
‖       171 |  65252 |              89453 |   3.009e-02 |           59.2712 ‖
‖       172 |  65475 |              90173 |   3.009e-02 |           59.2011 ‖
‖       173 |  65750 |              90830 |   3.010e-02 |           59.1284 ‖
‖       174 |  66098 |              91434 |   3.009e-02 |           59.0800 ‖
‖       175 |  66325 |              92146 |   3.010e-02 |           59.0537 ‖
‖       176 |  66560 |              92866 |   3.008e-02 |           59.0421 ‖
‖       177 |  66531 |              93793 |   3.007e-02 |           58.6959 ‖
‖       178 |  66695 |              94588 |   3.006e-02 |           58.5257 ‖
‖       179 |  66736 |              95460 |   3.006e-02 |           58.2886 ‖
‖       180 |  66659 |              96463 |   3.006e-02 |           58.1638 ‖
‖       181 |  66663 |              97376 |   3.006e-02 |           57.8975 ‖
‖       182 |  66629 |              98331 |   3.006e-02 |           57.7477 ‖
‖       183 |  66590 |              99318 |   3.005e-02 |           57.6065 ‖
‖       184 |  66714 |             100117 |   3.005e-02 |           57.5393 ‖
‖       185 |  66630 |             101135 |   3.005e-02 |           57.4450 ‖
‖       186 |  66508 |             102164 |   3.007e-02 |           57.2261 ‖
‖       187 |  66326 |             103212 |   3.009e-02 |           57.1456 ‖
‖       188 |  66255 |             104217 |   3.010e-02 |           56.8527 ‖
‖       189 |  66300 |             105082 |   3.011e-02 |           56.6080 ‖
‖       190 |  66623 |             105688 |   3.011e-02 |           56.5632 ‖
‖       191 |  66873 |             106376 |   3.011e-02 |           56.5242 ‖
‖       192 |  67203 |             107007 |   3.011e-02 |           56.3222 ‖
‖       193 |  67426 |             107714 |   3.011e-02 |           56.0636 ‖
‖       194 |  67708 |             108401 |   3.010e-02 |           55.8156 ‖
‖       195 |  67901 |             109194 |   3.008e-02 |           55.5746 ‖
‖       196 |  68224 |             109825 |   3.008e-02 |           55.4517 ‖
‖       197 |  68444 |             110549 |   3.008e-02 |           55.3407 ‖
‖       198 |  68670 |             111274 |   3.007e-02 |           55.2269 ‖
‖       199 |  68861 |             112043 |   3.007e-02 |           55.1323 ‖
‖       200 |  69252 |             112588 |   3.007e-02 |           55.0525 ‖
‖       201 |  69691 |             113119 |   3.006e-02 |           55.0010 ‖
‖       202 |  70152 |             113618 |   3.005e-02 |           54.8971 ‖
‖       203 |  70584 |             114155 |   3.004e-02 |           54.8311 ‖
‖       204 |  71150 |             114559 |   3.003e-02 |           54.7632 ‖
‖       205 |  71669 |             115022 |   3.000e-02 |           54.6499 ‖
‖       206 |  72364 |             115309 |   2.998e-02 |           54.6136 ‖
‖       207 |  73010 |             115656 |   2.995e-02 |           54.5233 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6789.vnnlib: unknown
--- Verification time: 20.0570 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (172/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3874.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3874.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3874.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.876e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3874.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (173/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_510.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_510.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_510.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.583e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.412e-02 |           10.9088 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.041 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_510.vnnlib: unsat
--- Verification time: 0.0512 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (174/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4699.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4699.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4699.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.539e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.445e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.362e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.315e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.217e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.074e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   2.995e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   2.945e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   2.888e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   2.828e-02 |           99.9654 ‖
‖        11 |   1022 |                  2 |   2.775e-02 |           99.5564 ‖
‖        12 |   2023 |                 22 |   2.727e-02 |           98.1232 ‖
‖        13 |   2949 |                117 |   2.694e-02 |           95.5254 ‖
‖        14 |   3967 |                120 |   2.672e-02 |           95.5214 ‖
‖        15 |   4960 |                149 |   2.651e-02 |           95.1459 ‖
‖        16 |   5753 |                378 |   2.619e-02 |           91.7224 ‖
‖        17 |   6721 |                423 |   2.599e-02 |           91.2158 ‖
‖        18 |   7739 |                428 |   2.580e-02 |           91.1333 ‖
‖        19 |   8761 |                430 |   2.563e-02 |           91.0862 ‖
‖        20 |   9785 |                430 |   2.545e-02 |           91.0859 ‖
‖        21 |  10780 |                456 |   2.527e-02 |           90.9165 ‖
‖        22 |  11804 |                456 |   2.514e-02 |           90.9161 ‖
‖        23 |  12824 |                458 |   2.499e-02 |           90.9159 ‖
‖        24 |  13685 |                621 |   2.479e-02 |           89.7544 ‖
‖        25 |  14357 |                970 |   2.458e-02 |           87.1859 ‖
‖        26 |  15270 |               1041 |   2.442e-02 |           86.9519 ‖
‖        27 |  16150 |               1185 |   2.426e-02 |           85.7533 ‖
‖        28 |  17119 |               1232 |   2.413e-02 |           85.4066 ‖
‖        29 |  18141 |               1233 |   2.397e-02 |           85.4061 ‖
‖        30 |  19114 |               1283 |   2.384e-02 |           84.9916 ‖
‖        31 |  20138 |               1283 |   2.373e-02 |           84.9907 ‖
‖        32 |  21162 |               1283 |   2.358e-02 |           84.9911 ‖
‖        33 |  22137 |               1332 |   2.347e-02 |           84.5226 ‖
‖        34 |  23149 |               1344 |   2.336e-02 |           84.4045 ‖
‖        35 |  24171 |               1345 |   2.322e-02 |           84.4046 ‖
‖        36 |  25193 |               1347 |   2.311e-02 |           84.3758 ‖
‖        37 |  26217 |               1347 |   2.301e-02 |           84.3752 ‖
‖        38 |  27241 |               1347 |   2.286e-02 |           84.3747 ‖
‖        39 |  28241 |               1367 |   2.276e-02 |           84.3326 ‖
‖        40 |  29265 |               1367 |   2.265e-02 |           84.3325 ‖
‖        41 |  30289 |               1367 |   2.250e-02 |           84.3323 ‖
‖        42 |  31313 |               1367 |   2.240e-02 |           84.3322 ‖
‖        43 |  32337 |               1367 |   2.231e-02 |           84.3315 ‖
‖        44 |  33361 |               1367 |   2.217e-02 |           84.3320 ‖
‖        45 |  34385 |               1367 |   2.209e-02 |           84.3321 ‖
‖        46 |  35409 |               1367 |   2.199e-02 |           84.3325 ‖
‖        47 |  36433 |               1367 |   2.185e-02 |           84.3327 ‖
‖        48 |  37260 |               1536 |   2.174e-02 |           83.8834 ‖
‖        49 |  38278 |               1539 |   2.164e-02 |           83.8840 ‖
‖        50 |  39157 |               1679 |   2.150e-02 |           83.4036 ‖
‖        51 |  39707 |               2104 |   2.137e-02 |           82.1042 ‖
‖        52 |  40689 |               2125 |   2.124e-02 |           82.1037 ‖
‖        53 |  41629 |               2200 |   2.114e-02 |           81.8240 ‖
‖        54 |  42653 |               2200 |   2.104e-02 |           81.8236 ‖
‖        55 |  43599 |               2278 |   2.091e-02 |           81.5103 ‖
‖        56 |  44316 |               2578 |   2.079e-02 |           80.4094 ‖
‖        57 |  45268 |               2614 |   2.068e-02 |           80.4086 ‖
‖        58 |  46180 |               2726 |   2.057e-02 |           79.9666 ‖
‖        59 |  47111 |               2812 |   2.048e-02 |           79.6654 ‖
‖        60 |  48127 |               2816 |   2.038e-02 |           79.6643 ‖
‖        61 |  49151 |               2816 |   2.029e-02 |           79.6642 ‖
‖        62 |  50175 |               2816 |   2.021e-02 |           79.6645 ‖
‖        63 |  51194 |               2820 |   2.010e-02 |           79.6647 ‖
‖        64 |  52020 |               3010 |   2.000e-02 |           79.0854 ‖
‖        65 |  52870 |               3165 |   1.996e-02 |           78.9911 ‖
‖        66 |  53604 |               3436 |   1.991e-02 |           78.9911 ‖
‖        67 |  54160 |               3864 |   1.992e-02 |           78.9908 ‖
‖        68 |  54599 |               4387 |   1.997e-02 |           78.9909 ‖
‖        69 |  55024 |               4897 |   2.001e-02 |           78.9911 ‖
‖        70 |  55673 |               5226 |   2.004e-02 |           78.9915 ‖
‖        71 |  56418 |               5468 |   2.006e-02 |           78.9916 ‖
‖        72 |  57340 |               5548 |   2.004e-02 |           78.9917 ‖
‖        73 |  58147 |               5748 |   2.002e-02 |           78.3500 ‖
‖        74 |  59004 |               5899 |   2.002e-02 |           77.8332 ‖
‖        75 |  60018 |               5905 |   1.997e-02 |           77.8332 ‖
‖        76 |  60940 |               6005 |   1.995e-02 |           77.4059 ‖
‖        77 |  61902 |               6066 |   1.994e-02 |           77.1323 ‖
‖        78 |  62917 |               6071 |   1.989e-02 |           77.1316 ‖
‖        79 |  63938 |               6074 |   1.986e-02 |           77.1244 ‖
‖        80 |  64954 |               6081 |   1.984e-02 |           77.1245 ‖
‖        81 |  65973 |               6085 |   1.978e-02 |           77.1245 ‖
‖        82 |  66946 |               6136 |   1.976e-02 |           76.9111 ‖
‖        83 |  67932 |               6170 |   1.975e-02 |           76.8034 ‖
‖        84 |  68924 |               6198 |   1.968e-02 |           76.8034 ‖
‖        85 |  69888 |               6253 |   1.966e-02 |           76.7612 ‖
‖        86 |  70870 |               6287 |   1.965e-02 |           76.7610 ‖
‖        87 |  71841 |               6335 |   1.958e-02 |           76.7610 ‖
‖        88 |  72806 |               6384 |   1.955e-02 |           76.7611 ‖
‖        89 |  73761 |               6445 |   1.952e-02 |           76.7609 ‖
‖        90 |  74697 |               6528 |   1.945e-02 |           76.7608 ‖
‖        91 |  75614 |               6626 |   1.943e-02 |           76.6626 ‖
‖        92 |  76540 |               6714 |   1.941e-02 |           76.6626 ‖
‖        93 |  77424 |               6837 |   1.935e-02 |           76.6625 ‖
‖        94 |  78243 |               7023 |   1.934e-02 |           76.6622 ‖
‖        95 |  79012 |               7254 |   1.933e-02 |           76.6619 ‖
‖        96 |  79700 |               7554 |   1.929e-02 |           76.6619 ‖
‖        97 |  80374 |               7865 |   1.928e-02 |           76.6618 ‖
‖        98 |  81014 |               8211 |   1.928e-02 |           76.6617 ‖
‖        99 |  81505 |               8679 |   1.925e-02 |           76.6617 ‖
‖       100 |  82048 |               9097 |   1.927e-02 |           76.6063 ‖
‖       101 |  82773 |               9344 |   1.930e-02 |           76.5982 ‖
‖       102 |  83683 |               9441 |   1.925e-02 |           76.5982 ‖
‖       103 |  84653 |               9485 |   1.924e-02 |           76.5932 ‖
‖       104 |  85654 |               9503 |   1.924e-02 |           76.5935 ‖
‖       105 |  86667 |               9513 |   1.918e-02 |           76.5935 ‖
‖       106 |  87672 |               9530 |   1.915e-02 |           76.5942 ‖
‖       107 |  88653 |               9569 |   1.912e-02 |           76.5944 ‖
‖       108 |  89578 |               9658 |   1.906e-02 |           76.5967 ‖
‖       109 |  90468 |               9776 |   1.905e-02 |           76.5967 ‖
‖       110 |  91344 |               9912 |   1.905e-02 |           76.5968 ‖
‖       111 |  92193 |              10071 |   1.899e-02 |           76.5966 ‖
‖       112 |  92950 |              10312 |   1.899e-02 |           76.5966 ‖
‖       113 |  93632 |              10615 |   1.900e-02 |           76.5967 ‖
‖       114 |  94224 |              11012 |   1.897e-02 |           76.5967 ‖
‖       115 |  94744 |              11473 |   1.897e-02 |           76.5967 ‖
‖       116 |  95354 |              11839 |   1.897e-02 |           76.5968 ‖
‖       117 |  96113 |              12072 |   1.893e-02 |           76.5967 ‖
‖       118 |  96800 |              12368 |   1.891e-02 |           76.4250 ‖
‖       119 |  97676 |              12506 |   1.889e-02 |           76.4251 ‖
‖       120 |  98586 |              12605 |   1.884e-02 |           76.4252 ‖
‖       121 |  99510 |              12696 |   1.884e-02 |           76.4251 ‖
‖       122 | 100444 |              12775 |   1.880e-02 |           76.4251 ‖
‖       123 | 101249 |              12981 |   1.874e-02 |           76.2052 ‖
‖       124 | 102195 |              13042 |   1.871e-02 |           76.2053 ‖
‖       125 | 103156 |              13097 |   1.866e-02 |           76.2053 ‖
‖       126 | 103813 |              13454 |   1.861e-02 |           75.7112 ‖
‖       127 | 104367 |              13835 |   1.856e-02 |           75.4199 ‖
‖       128 | 105200 |              14010 |   1.852e-02 |           75.4199 ‖
‖       129 | 105928 |              14278 |   1.850e-02 |           75.4198 ‖
‖       130 | 106553 |              14643 |   1.848e-02 |           75.4198 ‖
‖       131 | 106962 |              15198 |   1.846e-02 |           75.2413 ‖
‖       132 | 107468 |              15668 |   1.848e-02 |           75.2413 ‖
‖       133 | 107930 |              16165 |   1.847e-02 |           75.2412 ‖
‖       134 | 108607 |              16470 |   1.847e-02 |           75.2413 ‖
‖       135 | 109472 |              16606 |   1.846e-02 |           75.2413 ‖
‖       136 | 110421 |              16667 |   1.841e-02 |           75.2413 ‖
‖       137 | 111295 |              16797 |   1.836e-02 |           75.0932 ‖
‖       138 | 112291 |              16822 |   1.833e-02 |           75.0933 ‖
‖       139 | 113278 |              16855 |   1.827e-02 |           75.0933 ‖
‖       140 | 113826 |              17320 |   1.823e-02 |           74.3966 ‖
‖       141 | 114423 |              17683 |   1.819e-02 |           74.1083 ‖
‖       142 | 115215 |              17889 |   1.815e-02 |           74.1084 ‖
‖       143 | 115905 |              18189 |   1.815e-02 |           74.1084 ‖
‖       144 | 116524 |              18563 |   1.812e-02 |           74.1084 ‖
‖       145 | 116830 |              19226 |   1.811e-02 |           73.6887 ‖
‖       146 | 117353 |              19660 |   1.811e-02 |           73.6586 ‖
‖       147 | 117936 |              20055 |   1.807e-02 |           73.6586 ‖
‖       148 | 118532 |              20447 |   1.805e-02 |           73.2673 ‖
‖       149 | 119333 |              20638 |   1.805e-02 |           73.1982 ‖
‖       150 | 120103 |              20870 |   1.800e-02 |           73.1982 ‖
‖       151 | 120817 |              21147 |   1.800e-02 |           73.1982 ‖
‖       152 | 121467 |              21491 |   1.799e-02 |           73.1982 ‖
‖       153 | 122057 |              21889 |   1.795e-02 |           73.1983 ‖
‖       154 | 122679 |              22250 |   1.797e-02 |           73.1983 ‖
‖       155 | 123258 |              22638 |   1.797e-02 |           73.1982 ‖
‖       156 | 123740 |              23123 |   1.793e-02 |           73.1982 ‖
‖       157 | 124398 |              23454 |   1.794e-02 |           73.1982 ‖
‖       158 | 124935 |              23891 |   1.795e-02 |           73.1982 ‖
‖       159 | 125321 |              24453 |   1.793e-02 |           73.1983 ‖
‖       160 | 125815 |              24924 |   1.794e-02 |           73.1982 ‖
‖       161 | 126266 |              25430 |   1.795e-02 |           73.1982 ‖
‖       162 | 126616 |              26029 |   1.793e-02 |           73.1893 ‖
‖       163 | 126748 |              26799 |   1.794e-02 |           72.7378 ‖
‖       164 | 127219 |              27289 |   1.793e-02 |           72.7378 ‖
‖       165 | 127572 |              27901 |   1.792e-02 |           72.5842 ‖
‖       166 | 128097 |              28308 |   1.794e-02 |           72.5810 ‖
‖       167 | 128561 |              28818 |   1.794e-02 |           72.5810 ‖
‖       168 | 128935 |              29356 |   1.795e-02 |           72.5811 ‖
‖       169 | 129450 |              29795 |   1.795e-02 |           72.5811 ‖
‖       170 | 129762 |              30423 |   1.795e-02 |           72.5811 ‖
‖       171 | 130194 |              30927 |   1.798e-02 |           72.5811 ‖
‖       172 | 130668 |              31413 |   1.800e-02 |           72.5809 ‖
‖       173 | 131194 |              31847 |   1.803e-02 |           72.5810 ‖
‖       174 | 131839 |              32173 |   1.805e-02 |           72.5810 ‖
‖       175 | 132576 |              32420 |   1.807e-02 |           72.5811 ‖
‖       176 | 133397 |              32592 |   1.808e-02 |           72.5811 ‖
‖       177 | 134277 |              32711 |   1.809e-02 |           72.5810 ‖
‖       178 | 135199 |              32797 |   1.809e-02 |           72.5811 ‖
‖       179 | 136165 |              32847 |   1.809e-02 |           72.5811 ‖
‖       180 | 137172 |              32862 |   1.809e-02 |           72.5811 ‖
‖       181 | 138178 |              32874 |   1.809e-02 |           72.5810 ‖
‖       182 | 139149 |              32925 |   1.807e-02 |           72.5810 ‖
‖       183 | 140135 |              32950 |   1.805e-02 |           72.5786 ‖
‖       184 | 140788 |              33283 |   1.804e-02 |           72.0362 ‖
‖       185 | 141786 |              33297 |   1.802e-02 |           72.0362 ‖
‖       186 | 142685 |              33418 |   1.801e-02 |           71.7943 ‖
‖       187 | 143485 |              33642 |   1.800e-02 |           71.3491 ‖
‖       188 | 144422 |              33697 |   1.798e-02 |           71.3079 ‖
‖       189 | 145440 |              33703 |   1.796e-02 |           71.3079 ‖
‖       190 | 146454 |              33711 |   1.794e-02 |           71.3079 ‖
‖       191 | 147451 |              33735 |   1.791e-02 |           71.3080 ‖
‖       192 | 148233 |              33976 |   1.789e-02 |           70.9059 ‖
‖       193 | 149027 |              34166 |   1.788e-02 |           70.7066 ‖
‖       194 | 149960 |              34247 |   1.785e-02 |           70.7065 ‖
‖       195 | 150703 |              34517 |   1.784e-02 |           70.3365 ‖
‖       196 | 151422 |              34783 |   1.784e-02 |           70.1740 ‖
‖       197 | 152155 |              35048 |   1.782e-02 |           70.1604 ‖
‖       198 | 152687 |              35490 |   1.782e-02 |           70.1437 ‖
‖       199 | 153070 |              36059 |   1.782e-02 |           70.1437 ‖
‖       200 | 153658 |              36435 |   1.781e-02 |           70.0985 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.055 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4699.vnnlib: unknown
--- Verification time: 20.0735 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (175/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2477.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2477.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2477.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.528e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2477.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (176/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7813.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7813.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7813.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.108e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7813.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (177/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5738.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5738.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5738.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.363e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5738.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (178/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2902.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2902.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2902.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.325e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.225e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   5.124e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.991e-02 |           99.9999 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2902.vnnlib: sat
--- Verification time: 0.0672 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (179/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2144.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2144.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2144.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.167e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2144.vnnlib: sat
--- Verification time: 0.0182 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (180/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2531.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2531.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2531.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.504e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   5.420e-02 |           38.9670 ‖
‖         3 |      1 |                  2 |   5.256e-02 |           17.3417 ‖
‖         4 |      2 |                  2 |   2.752e-02 |            6.8257 ‖
‖         5 |      1 |                  4 |   4.709e-02 |            0.2964 ‖
‖         6 |      0 |                  6 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.124 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2531.vnnlib: unsat
--- Verification time: 0.1362 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (181/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_189.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_189.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_189.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.670e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_189.vnnlib: unsat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (182/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1399.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1399.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1399.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.965e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.841e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.779e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.680e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.502e-02 |           92.2675 ‖
‖         6 |     28 |                  3 |   4.519e-02 |           83.5265 ‖
‖         7 |     50 |                  8 |   4.385e-02 |           75.4595 ‖
‖         8 |     91 |                 17 |   4.318e-02 |           70.0495 ‖
‖         9 |    169 |                 30 |   4.251e-02 |           64.7810 ‖
‖        10 |    299 |                 68 |   4.131e-02 |           56.2274 ‖
‖        11 |    514 |                144 |   3.988e-02 |           48.0623 ‖
‖        12 |    906 |                255 |   3.931e-02 |           42.4261 ‖
‖        13 |   1600 |                449 |   3.890e-02 |           37.7856 ‖
‖        14 |   2303 |                747 |   3.848e-02 |           33.6875 ‖
‖        15 |   3269 |                786 |   3.823e-02 |           33.3750 ‖
‖        16 |   3859 |               1209 |   3.767e-02 |           30.4020 ‖
‖        17 |   4679 |               1376 |   3.740e-02 |           29.6205 ‖
‖        18 |   5586 |               1486 |   3.710e-02 |           28.7502 ‖
‖        19 |   6570 |               1523 |   3.685e-02 |           28.3545 ‖
‖        20 |   7583 |               1529 |   3.660e-02 |           28.3464 ‖
‖        21 |   8179 |               1932 |   3.633e-02 |           27.1418 ‖
‖        22 |   9017 |               2067 |   3.609e-02 |           26.8605 ‖
‖        23 |   9821 |               2281 |   3.577e-02 |           26.1282 ‖
‖        24 |  10767 |               2344 |   3.555e-02 |           25.9663 ‖
‖        25 |  11783 |               2348 |   3.528e-02 |           25.9663 ‖
‖        26 |  12506 |               2634 |   3.498e-02 |           24.9662 ‖
‖        27 |  13502 |               2648 |   3.479e-02 |           24.9659 ‖
‖        28 |  14497 |               2676 |   3.451e-02 |           24.8527 ‖
‖        29 |  15257 |               2939 |   3.424e-02 |           23.8405 ‖
‖        30 |  16193 |               3013 |   3.403e-02 |           23.6161 ‖
‖        31 |  17191 |               3036 |   3.378e-02 |           23.5325 ‖
‖        32 |  18186 |               3062 |   3.362e-02 |           23.4918 ‖
‖        33 |  19085 |               3173 |   3.349e-02 |           23.4918 ‖
‖        34 |  19726 |               3525 |   3.333e-02 |           23.2880 ‖
‖        35 |  20131 |               4060 |   3.332e-02 |           23.1493 ‖
‖        36 |  20505 |               4659 |   3.333e-02 |           23.1234 ‖
‖        37 |  20900 |               5237 |   3.340e-02 |           22.8829 ‖
‖        38 |  21545 |               5583 |   3.342e-02 |           22.8828 ‖
‖        39 |  22191 |               5926 |   3.334e-02 |           22.5151 ‖
‖        40 |  23127 |               5988 |   3.330e-02 |           22.4644 ‖
‖        41 |  24128 |               6008 |   3.316e-02 |           22.4644 ‖
‖        42 |  24866 |               6282 |   3.307e-02 |           22.0505 ‖
‖        43 |  25670 |               6482 |   3.303e-02 |           21.9678 ‖
‖        44 |  26327 |               6803 |   3.292e-02 |           21.9677 ‖
‖        45 |  26952 |               7157 |   3.292e-02 |           21.9616 ‖
‖        46 |  27603 |               7491 |   3.291e-02 |           21.9615 ‖
‖        47 |  28191 |               7886 |   3.281e-02 |           21.9613 ‖
‖        48 |  28289 |               8730 |   3.275e-02 |           21.1723 ‖
‖        49 |  28990 |               8986 |   3.268e-02 |           21.1713 ‖
‖        50 |  29765 |               9200 |   3.262e-02 |           21.1301 ‖
‖        51 |  30569 |               9388 |   3.261e-02 |           21.1272 ‖
‖        52 |  31365 |               9586 |   3.251e-02 |           21.1273 ‖
‖        53 |  32025 |               9900 |   3.242e-02 |           21.0358 ‖
‖        54 |  32741 |              10164 |   3.239e-02 |           21.0360 ‖
‖        55 |  33383 |              10504 |   3.233e-02 |           21.0360 ‖
‖        56 |  33577 |              11278 |   3.226e-02 |           20.3593 ‖
‖        57 |  33859 |              11930 |   3.220e-02 |           19.8952 ‖
‖        58 |  34354 |              12415 |   3.210e-02 |           19.7365 ‖
‖        59 |  34682 |              13046 |   3.210e-02 |           19.2642 ‖
‖        60 |  35098 |              13565 |   3.207e-02 |           19.1872 ‖
‖        61 |  35399 |              14204 |   3.203e-02 |           19.0131 ‖
‖        62 |  35855 |              14714 |   3.201e-02 |           19.0130 ‖
‖        63 |  36304 |              15216 |   3.204e-02 |           19.0130 ‖
‖        64 |  36627 |              15847 |   3.203e-02 |           18.7938 ‖
‖        65 |  36911 |              16508 |   3.208e-02 |           18.6306 ‖
‖        66 |  37136 |              17190 |   3.210e-02 |           18.5848 ‖
‖        67 |  37239 |              17999 |   3.213e-02 |           18.5710 ‖
‖        68 |  37526 |              18616 |   3.220e-02 |           18.5680 ‖
‖        69 |  37806 |              19281 |   3.225e-02 |           18.5669 ‖
‖        70 |  38108 |              19915 |   3.227e-02 |           18.5309 ‖
‖        71 |  38688 |              20301 |   3.229e-02 |           18.5310 ‖
‖        72 |  39157 |              20806 |   3.232e-02 |           18.5011 ‖
‖        73 |  39923 |              21039 |   3.235e-02 |           18.5008 ‖
‖        74 |  40627 |              21310 |   3.235e-02 |           18.4976 ‖
‖        75 |  41504 |              21444 |   3.231e-02 |           18.4974 ‖
‖        76 |  42186 |              21764 |   3.228e-02 |           18.1775 ‖
‖        77 |  42869 |              22061 |   3.227e-02 |           18.1617 ‖
‖        78 |  43428 |              22479 |   3.227e-02 |           18.1604 ‖
‖        79 |  43741 |              23127 |   3.226e-02 |           18.1603 ‖
‖        80 |  43973 |              23814 |   3.225e-02 |           18.0177 ‖
‖        81 |  44757 |              24026 |   3.220e-02 |           18.0174 ‖
‖        82 |  45556 |              24209 |   3.218e-02 |           17.9831 ‖
‖        83 |  46414 |              24356 |   3.216e-02 |           17.9829 ‖
‖        84 |  47056 |              24709 |   3.212e-02 |           17.9827 ‖
‖        85 |  47593 |              25138 |   3.209e-02 |           17.9826 ‖
‖        86 |  48056 |              25652 |   3.206e-02 |           17.9824 ‖
‖        87 |  48358 |              26307 |   3.203e-02 |           17.9822 ‖
‖        88 |  48294 |              27286 |   3.202e-02 |           17.5834 ‖
‖        89 |  48683 |              27835 |   3.199e-02 |           17.5040 ‖
‖        90 |  49069 |              28426 |   3.195e-02 |           17.3356 ‖
‖        91 |  49540 |              28924 |   3.194e-02 |           17.1299 ‖
‖        92 |  49906 |              29532 |   3.192e-02 |           17.1008 ‖
‖        93 |  50290 |              30086 |   3.190e-02 |           17.1003 ‖
‖        94 |  50757 |              30580 |   3.187e-02 |           17.1002 ‖
‖        95 |  51245 |              31059 |   3.186e-02 |           17.0447 ‖
‖        96 |  51791 |              31472 |   3.186e-02 |           17.0410 ‖
‖        97 |  52249 |              31968 |   3.186e-02 |           17.0410 ‖
‖        98 |  52920 |              32274 |   3.186e-02 |           17.0411 ‖
‖        99 |  53429 |              32734 |   3.185e-02 |           17.0412 ‖
‖       100 |  53809 |              33288 |   3.182e-02 |           17.0413 ‖
‖       101 |  54222 |              33822 |   3.179e-02 |           17.0412 ‖
‖       102 |  54227 |              34703 |   3.177e-02 |           16.6440 ‖
‖       103 |  54788 |              35086 |   3.175e-02 |           16.6199 ‖
‖       104 |  55448 |              35419 |   3.170e-02 |           16.6198 ‖
‖       105 |  55805 |              36019 |   3.166e-02 |           16.5012 ‖
‖       106 |  56129 |              36635 |   3.166e-02 |           16.4014 ‖
‖       107 |  56413 |              37261 |   3.163e-02 |           16.4013 ‖
‖       108 |  56862 |              37759 |   3.164e-02 |           16.3311 ‖
‖       109 |  57370 |              38212 |   3.166e-02 |           16.3135 ‖
‖       110 |  57646 |              38877 |   3.165e-02 |           16.3110 ‖
‖       111 |  57987 |              39470 |   3.165e-02 |           16.3105 ‖
‖       112 |  58333 |              40054 |   3.162e-02 |           16.3103 ‖
‖       113 |  58672 |              40642 |   3.159e-02 |           16.2533 ‖
‖       114 |  59136 |              41133 |   3.157e-02 |           16.2532 ‖
‖       115 |  59497 |              41729 |   3.154e-02 |           16.2531 ‖
‖       116 |  59943 |              42194 |   3.155e-02 |           16.2530 ‖
‖       117 |  60437 |              42656 |   3.156e-02 |           16.2529 ‖
‖       118 |  60849 |              43202 |   3.156e-02 |           16.2529 ‖
‖       119 |  61277 |              43705 |   3.156e-02 |           16.2528 ‖
‖       120 |  61147 |              44724 |   3.154e-02 |           15.9888 ‖
‖       121 |  61075 |              45698 |   3.152e-02 |           15.7701 ‖
‖       122 |  61118 |              46564 |   3.150e-02 |           15.6063 ‖
‖       123 |  61179 |              47374 |   3.148e-02 |           15.4934 ‖
‖       124 |  61387 |              48074 |   3.145e-02 |           15.4933 ‖
‖       125 |  61221 |              49165 |   3.143e-02 |           15.0614 ‖
‖       126 |  61033 |              50160 |   3.145e-02 |           14.8006 ‖
‖       127 |  61055 |              51022 |   3.145e-02 |           14.6978 ‖
‖       128 |  61199 |              51785 |   3.145e-02 |           14.5337 ‖
‖       129 |  61581 |              52309 |   3.143e-02 |           14.5331 ‖
‖       130 |  62037 |              52794 |   3.142e-02 |           14.5326 ‖
‖       131 |  62645 |              53127 |   3.142e-02 |           14.5323 ‖
‖       132 |  63282 |              53469 |   3.141e-02 |           14.5316 ‖
‖       133 |  63707 |              54012 |   3.141e-02 |           14.4782 ‖
‖       134 |  63878 |              54786 |   3.140e-02 |           14.2820 ‖
‖       135 |  64226 |              55392 |   3.140e-02 |           14.1014 ‖
‖       136 |  64723 |              55891 |   3.140e-02 |           13.8938 ‖
‖       137 |  65355 |              56257 |   3.140e-02 |           13.7518 ‖
‖       138 |  66008 |              56600 |   3.138e-02 |           13.6424 ‖
‖       139 |  66534 |              57059 |   3.137e-02 |           13.5939 ‖
‖       140 |  67008 |              57551 |   3.138e-02 |           13.5553 ‖
‖       141 |  67331 |              58193 |   3.139e-02 |           13.5419 ‖
‖       142 |  67653 |              58798 |   3.141e-02 |           13.5372 ‖
‖       143 |  68265 |              59152 |   3.141e-02 |           13.5350 ‖
‖       144 |  69013 |              59369 |   3.141e-02 |           13.5341 ‖
‖       145 |  69787 |              59589 |   3.140e-02 |           13.5332 ‖
‖       146 |  70442 |              59926 |   3.139e-02 |           13.4785 ‖
‖       147 |  71163 |              60197 |   3.138e-02 |           13.4662 ‖
‖       148 |  71838 |              60513 |   3.138e-02 |           13.4459 ‖
‖       149 |  72526 |              60809 |   3.139e-02 |           13.4406 ‖
‖       150 |  73045 |              61270 |   3.138e-02 |           13.4392 ‖
‖       151 |  73496 |              61789 |   3.138e-02 |           13.4382 ‖
‖       152 |  73901 |              62359 |   3.137e-02 |           13.4377 ‖
‖       153 |  74336 |              62887 |   3.136e-02 |           13.4373 ‖
‖       154 |  74868 |              63330 |   3.135e-02 |           13.4369 ‖
‖       155 |  75286 |              63893 |   3.133e-02 |           13.4362 ‖
‖       156 |  75359 |              64752 |   3.132e-02 |           13.0802 ‖
‖       157 |  75584 |              65465 |   3.131e-02 |           13.0055 ‖
‖       158 |  75725 |              66288 |   3.130e-02 |           12.9518 ‖
‖       159 |  76091 |              66879 |   3.130e-02 |           12.9073 ‖
‖       160 |  76157 |              67745 |   3.130e-02 |           12.8912 ‖
‖       161 |  76424 |              68411 |   3.132e-02 |           12.8757 ‖
‖       162 |  76889 |              68895 |   3.135e-02 |           12.8712 ‖
‖       163 |  77578 |              69183 |   3.135e-02 |           12.8685 ‖
‖       164 |  78039 |              69666 |   3.133e-02 |           12.8432 ‖
‖       165 |  78578 |              70096 |   3.131e-02 |           12.8426 ‖
‖       166 |  79006 |              70639 |   3.129e-02 |           12.8420 ‖
‖       167 |  79332 |              71260 |   3.128e-02 |           12.8415 ‖
‖       168 |  79635 |              71900 |   3.127e-02 |           12.8132 ‖
‖       169 |  80121 |              72371 |   3.127e-02 |           12.8099 ‖
‖       170 |  80405 |              73043 |   3.126e-02 |           12.8095 ‖
‖       171 |  80839 |              73534 |   3.127e-02 |           12.8025 ‖
‖       172 |  81317 |              74018 |   3.128e-02 |           12.8019 ‖
‖       173 |  81587 |              74698 |   3.128e-02 |           12.8014 ‖
‖       174 |  81717 |              75501 |   3.128e-02 |           12.8010 ‖
‖       175 |  81790 |              76368 |   3.127e-02 |           12.8006 ‖
‖       176 |  82174 |              76890 |   3.128e-02 |           12.8002 ‖
‖       177 |  82500 |              77525 |   3.126e-02 |           12.7998 ‖
‖       178 |  82886 |              78086 |   3.125e-02 |           12.7996 ‖
‖       179 |  83171 |              78739 |   3.124e-02 |           12.7994 ‖
‖       180 |  83610 |              79249 |   3.123e-02 |           12.7992 ‖
‖       181 |  83777 |              80029 |   3.121e-02 |           12.6448 ‖
‖       182 |  83874 |              80812 |   3.119e-02 |           12.5263 ‖
‖       183 |  84225 |              81445 |   3.117e-02 |           12.5261 ‖
‖       184 |  84145 |              82411 |   3.116e-02 |           12.4055 ‖
‖       185 |  84158 |              83345 |   3.115e-02 |           12.3598 ‖
‖       186 |  84054 |              84359 |   3.114e-02 |           12.1379 ‖
‖       187 |  84027 |              85218 |   3.114e-02 |           12.0373 ‖
‖       188 |  84165 |              85976 |   3.114e-02 |           11.9735 ‖
‖       189 |  84248 |              86800 |   3.114e-02 |           11.9676 ‖
‖       190 |  84554 |              87419 |   3.113e-02 |           11.9673 ‖
‖       191 |  84938 |              87985 |   3.111e-02 |           11.9671 ‖
‖       192 |  85363 |              88497 |   3.110e-02 |           11.9670 ‖
‖       193 |  85681 |              89125 |   3.109e-02 |           11.8351 ‖
‖       194 |  86097 |              89665 |   3.107e-02 |           11.8304 ‖
‖       195 |  86441 |              90282 |   3.106e-02 |           11.8030 ‖
‖       196 |  86864 |              90822 |   3.106e-02 |           11.7939 ‖
‖       197 |  87163 |              91418 |   3.107e-02 |           11.7876 ‖
‖       198 |  87535 |              91961 |   3.108e-02 |           11.7851 ‖
‖       199 |  87910 |              92524 |   3.109e-02 |           11.7799 ‖
‖       200 |  88412 |              92963 |   3.111e-02 |           11.7777 ‖
‖       201 |  88802 |              93524 |   3.112e-02 |           11.7758 ‖
‖       202 |  89351 |              93926 |   3.113e-02 |           11.7737 ‖
‖       203 |  89646 |              94575 |   3.113e-02 |           11.7724 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.073 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1399.vnnlib: unknown
--- Verification time: 20.0889 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (183/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_118.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_118.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_118.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.977e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.861e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.719e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.653e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.581e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.511e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.099 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_118.vnnlib: sat
--- Verification time: 0.1104 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (184/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2717.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2717.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2717.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.977e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2717.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (185/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1343.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1343.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1343.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.699e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1343.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (186/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_936.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_936.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_936.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.356e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.270e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.185e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.107e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.012e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   2.925e-02 |          100.0001 ‖
‖         7 |     63 |                  1 |   2.859e-02 |           98.3606 ‖
‖         8 |    121 |                  6 |   2.782e-02 |           92.6247 ‖
‖         9 |    213 |                 33 |   2.697e-02 |           80.3981 ‖
‖        10 |    354 |                102 |   2.622e-02 |           64.2071 ‖
‖        11 |    549 |                246 |   2.550e-02 |           49.1307 ‖
‖        12 |    802 |                510 |   2.518e-02 |           35.1865 ‖
‖        13 |   1181 |                888 |   2.488e-02 |           26.6203 ‖
‖        14 |   1623 |               1428 |   2.438e-02 |           19.6884 ‖
‖        15 |   1984 |               2013 |   2.426e-02 |           15.8557 ‖
‖        16 |   2628 |               2342 |   2.403e-02 |           13.9437 ‖
‖        17 |   3116 |               2840 |   2.377e-02 |           11.8989 ‖
‖        18 |   3817 |               3109 |   2.357e-02 |           11.1209 ‖
‖        19 |   4276 |               3647 |   2.324e-02 |            9.3230 ‖
‖        20 |   4977 |               3927 |   2.298e-02 |            8.8122 ‖
‖        21 |   4989 |               4850 |   2.283e-02 |            7.4894 ‖
‖        22 |   5174 |               5572 |   2.281e-02 |            7.1393 ‖
‖        23 |   5190 |               6492 |   2.268e-02 |            6.2264 ‖
‖        24 |   5169 |               7436 |   2.259e-02 |            5.7754 ‖
‖        25 |   4983 |               8535 |   2.255e-02 |            5.2473 ‖
‖        26 |   4616 |               9805 |   2.243e-02 |            4.6320 ‖
‖        27 |   4296 |              11019 |   2.230e-02 |            4.2348 ‖
‖        28 |   3987 |              12211 |   2.232e-02 |            3.7471 ‖
‖        29 |   3752 |              13361 |   2.216e-02 |            3.1103 ‖
‖        30 |   3408 |              14586 |   2.206e-02 |            2.4099 ‖
‖        31 |   2946 |              15957 |   2.196e-02 |            1.9890 ‖
‖        32 |   2421 |              17395 |   2.172e-02 |            1.4087 ‖
‖        33 |   1932 |              18766 |   2.155e-02 |            0.8947 ‖
‖        34 |   1313 |              20268 |   2.136e-02 |            0.5474 ‖
‖        35 |    611 |              21876 |   2.128e-02 |            0.2189 ‖
‖        36 |    169 |              22839 |   1.989e-02 |            0.0179 ‖
‖        37 |     36 |              23108 |   1.876e-02 |            0.0006 ‖
‖        38 |      4 |              23167 |   2.026e-02 |            0.0001 ‖
‖        39 |      1 |              23174 |   1.986e-02 |            0.0000 ‖
‖        40 |      0 |              23176 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.939 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_936.vnnlib: unsat
--- Verification time: 2.9492 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (187/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2006.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2006.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2006.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.749e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2006.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (188/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2650.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2650.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2650.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.265e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2650.vnnlib: sat
--- Verification time: 0.0189 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (189/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6103.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6103.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6103.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.006e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6103.vnnlib: sat
--- Verification time: 0.0168 / 20.0000 [s]
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INSTANCE (190/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1411.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1411.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1411.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.332e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1411.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
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INSTANCE (191/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7411.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7411.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7411.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.146e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7411.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
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__________________________________________________________________
INSTANCE (192/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2391.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2391.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2391.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.379e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2391.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (193/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2516.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2516.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2516.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.511e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   4.370e-02 |           26.2568 ‖
‖         3 |      1 |                  2 |   4.190e-02 |           10.0049 ‖
‖         4 |      1 |                  3 |   4.068e-02 |            3.5326 ‖
‖         5 |      1 |                  4 |   4.033e-02 |            1.5032 ‖
‖         6 |      0 |                  6 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.106 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2516.vnnlib: unsat
--- Verification time: 0.1212 / 20.0000 [s]
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INSTANCE (194/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1202.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1202.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1202.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.950e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1202.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (195/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3844.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3844.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3844.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.812e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3844.vnnlib: sat
--- Verification time: 0.0170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (196/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1444.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1444.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1444.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.336e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1444.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (197/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1016.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1016.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1016.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.606e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.511e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.437e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.390e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.312e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.223e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.127e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.050e-02 |           99.2249 ‖
‖         9 |    250 |                  5 |   2.983e-02 |           97.0678 ‖
‖        10 |    481 |                 23 |   2.903e-02 |           91.9694 ‖
‖        11 |    895 |                 82 |   2.845e-02 |           84.8792 ‖
‖        12 |   1622 |                234 |   2.784e-02 |           75.9487 ‖
‖        13 |   2274 |                569 |   2.749e-02 |           67.1907 ‖
‖        14 |   3250 |                611 |   2.727e-02 |           65.7104 ‖
‖        15 |   3851 |               1006 |   2.708e-02 |           61.2978 ‖
‖        16 |   4682 |               1176 |   2.685e-02 |           59.5827 ‖
‖        17 |   5583 |               1292 |   2.660e-02 |           57.8823 ‖
‖        18 |   6497 |               1401 |   2.636e-02 |           56.2855 ‖
‖        19 |   7497 |               1418 |   2.613e-02 |           56.1017 ‖
‖        20 |   8142 |               1777 |   2.589e-02 |           54.1396 ‖
‖        21 |   9056 |               1877 |   2.567e-02 |           53.5826 ‖
‖        22 |   9840 |               2114 |   2.546e-02 |           52.6033 ‖
‖        23 |  10599 |               2374 |   2.532e-02 |           52.2512 ‖
‖        24 |  11281 |               2716 |   2.516e-02 |           52.2377 ‖
‖        25 |  11511 |               3493 |   2.510e-02 |           50.4724 ‖
‖        26 |  12119 |               3867 |   2.513e-02 |           50.3375 ‖
‖        27 |  12997 |               4007 |   2.502e-02 |           50.3263 ‖
‖        28 |  13800 |               4227 |   2.492e-02 |           49.1073 ‖
‖        29 |  14589 |               4455 |   2.485e-02 |           48.2164 ‖
‖        30 |  15398 |               4661 |   2.471e-02 |           48.1448 ‖
‖        31 |  16154 |               4924 |   2.462e-02 |           47.7164 ‖
‖        32 |  16849 |               5249 |   2.458e-02 |           47.5943 ‖
‖        33 |  17281 |               5821 |   2.451e-02 |           47.1152 ‖
‖        34 |  17621 |               6493 |   2.440e-02 |           46.3775 ‖
‖        35 |  18227 |               6894 |   2.436e-02 |           46.3586 ‖
‖        36 |  18665 |               7476 |   2.426e-02 |           45.8723 ‖
‖        37 |  19171 |               7968 |   2.426e-02 |           45.5442 ‖
‖        38 |  19736 |               8409 |   2.424e-02 |           45.4846 ‖
‖        39 |  20199 |               8944 |   2.418e-02 |           44.5163 ‖
‖        40 |  20996 |               9164 |   2.416e-02 |           44.4593 ‖
‖        41 |  21463 |               9692 |   2.412e-02 |           44.0231 ‖
‖        42 |  22066 |              10100 |   2.410e-02 |           43.5284 ‖
‖        43 |  22435 |              10691 |   2.410e-02 |           43.3856 ‖
‖        44 |  22982 |              11139 |   2.408e-02 |           43.3341 ‖
‖        45 |  23593 |              11544 |   2.404e-02 |           43.3091 ‖
‖        46 |  23673 |              12424 |   2.402e-02 |           42.1603 ‖
‖        47 |  23948 |              13105 |   2.400e-02 |           41.4057 ‖
‖        48 |  24586 |              13467 |   2.399e-02 |           41.1226 ‖
‖        49 |  25155 |              13903 |   2.397e-02 |           41.0302 ‖
‖        50 |  25529 |              14531 |   2.393e-02 |           40.9691 ‖
‖        51 |  26024 |              15051 |   2.390e-02 |           40.8920 ‖
‖        52 |  26628 |              15453 |   2.386e-02 |           40.8452 ‖
‖        53 |  27104 |              15994 |   2.381e-02 |           39.9752 ‖
‖        54 |  27487 |              16607 |   2.377e-02 |           39.0881 ‖
‖        55 |  27733 |              17364 |   2.373e-02 |           38.4604 ‖
‖        56 |  27923 |              18160 |   2.371e-02 |           37.5741 ‖
‖        57 |  28171 |              18874 |   2.369e-02 |           37.3399 ‖
‖        58 |  28448 |              19600 |   2.365e-02 |           37.1863 ‖
‖        59 |  28726 |              20292 |   2.361e-02 |           37.0309 ‖
‖        60 |  29155 |              20862 |   2.357e-02 |           37.0025 ‖
‖        61 |  29626 |              21404 |   2.353e-02 |           36.4731 ‖
‖        62 |  29793 |              22192 |   2.351e-02 |           36.2463 ‖
‖        63 |  30153 |              22830 |   2.350e-02 |           35.8898 ‖
‖        64 |  30538 |              23424 |   2.351e-02 |           35.6486 ‖
‖        65 |  30899 |              24040 |   2.349e-02 |           35.4062 ‖
‖        66 |  31417 |              24493 |   2.350e-02 |           35.2403 ‖
‖        67 |  31821 |              25079 |   2.346e-02 |           34.9114 ‖
‖        68 |  32217 |              25657 |   2.343e-02 |           34.8019 ‖
‖        69 |  32681 |              26192 |   2.342e-02 |           34.6762 ‖
‖        70 |  33031 |              26821 |   2.341e-02 |           34.6090 ‖
‖        71 |  33347 |              27484 |   2.337e-02 |           34.4258 ‖
‖        72 |  33480 |              28314 |   2.336e-02 |           33.9239 ‖
‖        73 |  33829 |              28949 |   2.334e-02 |           33.2441 ‖
‖        74 |  34000 |              29756 |   2.332e-02 |           33.0515 ‖
‖        75 |  34267 |              30466 |   2.331e-02 |           32.9118 ‖
‖        76 |  34559 |              31154 |   2.330e-02 |           32.7763 ‖
‖        77 |  34661 |              32044 |   2.326e-02 |           32.1223 ‖
‖        78 |  34821 |              32847 |   2.324e-02 |           31.9995 ‖
‖        79 |  35268 |              33409 |   2.322e-02 |           31.9284 ‖
‖        80 |  35664 |              34015 |   2.321e-02 |           31.8570 ‖
‖        81 |  35841 |              34815 |   2.319e-02 |           31.6114 ‖
‖        82 |  36121 |              35507 |   2.318e-02 |           31.3085 ‖
‖        83 |  36339 |              36284 |   2.314e-02 |           30.8467 ‖
‖        84 |  36506 |              37112 |   2.312e-02 |           30.2989 ‖
‖        85 |  36415 |              38127 |   2.311e-02 |           29.9932 ‖
‖        86 |  36564 |              38945 |   2.310e-02 |           29.5778 ‖
‖        87 |  36741 |              39737 |   2.309e-02 |           29.2305 ‖
‖        88 |  37091 |              40366 |   2.309e-02 |           29.0041 ‖
‖        89 |  37592 |              40841 |   2.307e-02 |           28.9068 ‖
‖        90 |  38196 |              41256 |   2.305e-02 |           28.8355 ‖
‖        91 |  38503 |              41926 |   2.304e-02 |           28.5646 ‖
‖        92 |  38760 |              42640 |   2.302e-02 |           28.2877 ‖
‖        93 |  38782 |              43581 |   2.299e-02 |           27.7208 ‖
‖        94 |  38868 |              44469 |   2.297e-02 |           27.2979 ‖
‖        95 |  39093 |              45236 |   2.297e-02 |           26.8407 ‖
‖        96 |  39200 |              46069 |   2.297e-02 |           26.5528 ‖
‖        97 |  39652 |              46624 |   2.296e-02 |           26.1863 ‖
‖        98 |  39897 |              47332 |   2.295e-02 |           25.9800 ‖
‖        99 |  40129 |              48060 |   2.293e-02 |           25.7989 ‖
‖       100 |  40320 |              48843 |   2.291e-02 |           25.6255 ‖
‖       101 |  40513 |              49640 |   2.289e-02 |           25.5215 ‖
‖       102 |  40803 |              50345 |   2.286e-02 |           25.4501 ‖
‖       103 |  40891 |              51223 |   2.283e-02 |           25.3870 ‖
‖       104 |  40974 |              52120 |   2.280e-02 |           25.1991 ‖
‖       105 |  40892 |              53140 |   2.278e-02 |           24.7710 ‖
‖       106 |  40823 |              54167 |   2.275e-02 |           24.2836 ‖
‖       107 |  40666 |              55259 |   2.273e-02 |           23.7787 ‖
‖       108 |  40455 |              56431 |   2.270e-02 |           23.1830 ‖
‖       109 |  40274 |              57535 |   2.269e-02 |           22.4436 ‖
‖       110 |  40245 |              58527 |   2.265e-02 |           21.7710 ‖
‖       111 |  40158 |              59577 |   2.262e-02 |           21.2157 ‖
‖       112 |  39949 |              60703 |   2.260e-02 |           20.9500 ‖
‖       113 |  39820 |              61749 |   2.258e-02 |           20.8483 ‖
‖       114 |  39684 |              62826 |   2.256e-02 |           20.7266 ‖
‖       115 |  39748 |              63685 |   2.255e-02 |           20.6799 ‖
‖       116 |  39899 |              64474 |   2.253e-02 |           20.6429 ‖
‖       117 |  39998 |              65338 |   2.250e-02 |           20.4480 ‖
‖       118 |  40107 |              66170 |   2.249e-02 |           20.0826 ‖
‖       119 |  40101 |              67098 |   2.247e-02 |           19.6338 ‖
‖       120 |  40091 |              68030 |   2.246e-02 |           19.1206 ‖
‖       121 |  40164 |              68932 |   2.244e-02 |           18.6063 ‖
‖       122 |  40260 |              69797 |   2.242e-02 |           18.2022 ‖
‖       123 |  40423 |              70599 |   2.241e-02 |           17.9095 ‖
‖       124 |  40564 |              71407 |   2.238e-02 |           17.7458 ‖
‖       125 |  40515 |              72403 |   2.236e-02 |           17.5578 ‖
‖       126 |  40609 |              73300 |   2.234e-02 |           17.3133 ‖
‖       127 |  40662 |              74206 |   2.233e-02 |           17.1619 ‖
‖       128 |  40667 |              75176 |   2.230e-02 |           17.0018 ‖
‖       129 |  40608 |              76201 |   2.228e-02 |           16.9040 ‖
‖       130 |  40431 |              77272 |   2.226e-02 |           16.8373 ‖
‖       131 |  40304 |              78331 |   2.225e-02 |           16.6742 ‖
‖       132 |  40431 |              79159 |   2.225e-02 |           16.4646 ‖
‖       133 |  40620 |              79923 |   2.224e-02 |           16.2773 ‖
‖       134 |  40793 |              80727 |   2.223e-02 |           16.1090 ‖
‖       135 |  41136 |              81378 |   2.220e-02 |           16.0047 ‖
‖       136 |  40958 |              82470 |   2.218e-02 |           15.7925 ‖
‖       137 |  40731 |              83622 |   2.216e-02 |           15.3641 ‖
‖       138 |  40638 |              84697 |   2.213e-02 |           14.6659 ‖
‖       139 |  40344 |              85880 |   2.212e-02 |           14.2982 ‖
‖       140 |  40156 |              86979 |   2.210e-02 |           13.9417 ‖
‖       141 |  40085 |              87990 |   2.208e-02 |           13.6508 ‖
‖       142 |  39989 |              89034 |   2.206e-02 |           13.4758 ‖
‖       143 |  39836 |              90148 |   2.204e-02 |           13.3410 ‖
‖       144 |  39501 |              91404 |   2.201e-02 |           13.0631 ‖
‖       145 |  39223 |              92604 |   2.199e-02 |           12.9262 ‖
‖       146 |  39216 |              93529 |   2.198e-02 |           12.7894 ‖
‖       147 |  39375 |              94341 |   2.198e-02 |           12.6740 ‖
‖       148 |  39565 |              95128 |   2.196e-02 |           12.5575 ‖
‖       149 |  39693 |              95966 |   2.195e-02 |           12.4654 ‖
‖       150 |  39660 |              96963 |   2.192e-02 |           12.2860 ‖
‖       151 |  39402 |              98127 |   2.190e-02 |           12.0446 ‖
‖       152 |  39163 |              99268 |   2.189e-02 |           11.9208 ‖
‖       153 |  38934 |             100429 |   2.187e-02 |           11.6225 ‖
‖       154 |  38613 |             101680 |   2.184e-02 |           11.1726 ‖
‖       155 |  38247 |             102942 |   2.182e-02 |           10.8574 ‖
‖       156 |  37941 |             104141 |   2.179e-02 |           10.5336 ‖
‖       157 |  37710 |             105305 |   2.176e-02 |           10.2067 ‖
‖       158 |  37447 |             106490 |   2.174e-02 |            9.8656 ‖
‖       159 |  37316 |             107583 |   2.170e-02 |            9.5877 ‖
‖       160 |  37187 |             108672 |   2.168e-02 |            9.4068 ‖
‖       161 |  37079 |             109747 |   2.164e-02 |            9.2603 ‖
‖       162 |  36981 |             110796 |   2.162e-02 |            9.1648 ‖
‖       163 |  36949 |             111800 |   2.159e-02 |            9.0876 ‖
‖       164 |  36935 |             112785 |   2.157e-02 |            9.0253 ‖
‖       165 |  36898 |             113797 |   2.153e-02 |            8.9128 ‖
‖       166 |  36685 |             114930 |   2.151e-02 |            8.8559 ‖
‖       167 |  36327 |             116147 |   2.150e-02 |            8.7492 ‖
‖       168 |  35979 |             117355 |   2.148e-02 |            8.5179 ‖
‖       169 |  35812 |             118450 |   2.146e-02 |            8.1255 ‖
‖       170 |  35679 |             119540 |   2.142e-02 |            7.6801 ‖
‖       171 |  35454 |             120684 |   2.139e-02 |            7.3927 ‖
‖       172 |  35154 |             121888 |   2.137e-02 |            7.1170 ‖
‖       173 |  35066 |             122968 |   2.133e-02 |            6.7986 ‖
‖       174 |  34940 |             124015 |   2.131e-02 |            6.5504 ‖
‖       175 |  34775 |             125106 |   2.129e-02 |            6.3685 ‖
‖       176 |  34556 |             126284 |   2.125e-02 |            6.2216 ‖
‖       177 |  34198 |             127523 |   2.122e-02 |            6.1060 ‖
‖       178 |  33771 |             128836 |   2.120e-02 |            6.0014 ‖
‖       179 |  33369 |             130155 |   2.116e-02 |            5.9100 ‖
‖       180 |  33043 |             131372 |   2.114e-02 |            5.8530 ‖
‖       181 |  32712 |             132590 |   2.112e-02 |            5.8066 ‖
‖       182 |  32292 |             133854 |   2.111e-02 |            5.7667 ‖
‖       183 |  31985 |             135064 |   2.108e-02 |            5.7173 ‖
‖       184 |  31593 |             136283 |   2.109e-02 |            5.6497 ‖
‖       185 |  31284 |             137465 |   2.107e-02 |            5.5991 ‖
‖       186 |  30981 |             138624 |   2.106e-02 |            5.5417 ‖
‖       187 |  30713 |             139746 |   2.107e-02 |            5.4353 ‖
‖       188 |  30545 |             140811 |   2.105e-02 |            5.3410 ‖
‖       189 |  30376 |             141870 |   2.103e-02 |            5.3051 ‖
‖       190 |  30091 |             142993 |   2.104e-02 |            5.2861 ‖
‖       191 |  29875 |             144114 |   2.104e-02 |            5.2707 ‖
‖       192 |  29790 |             145092 |   2.103e-02 |            5.2591 ‖
‖       193 |  29904 |             145869 |   2.103e-02 |            5.2495 ‖
‖       194 |  30032 |             146663 |   2.102e-02 |            5.2213 ‖
‖       195 |  30066 |             147543 |   2.100e-02 |            5.1604 ‖
‖       196 |  29912 |             148603 |   2.097e-02 |            5.0705 ‖
‖       197 |  29616 |             149779 |   2.094e-02 |            4.9127 ‖
‖       198 |  29244 |             151020 |   2.093e-02 |            4.6802 ‖
‖       199 |  28815 |             152324 |   2.090e-02 |            4.4261 ‖
‖       200 |  28478 |             153556 |   2.087e-02 |            4.2152 ‖
‖       201 |  28147 |             154773 |   2.083e-02 |            4.0276 ‖
‖       202 |  28065 |             155786 |   2.079e-02 |            3.9415 ‖
‖       203 |  27896 |             156824 |   2.077e-02 |            3.8883 ‖
‖       204 |  27719 |             157894 |   2.074e-02 |            3.7503 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.992 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1016.vnnlib: unknown
--- Verification time: 20.0078 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (198/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2759.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2759.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2759.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.445e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2759.vnnlib: sat
--- Verification time: 0.0159 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (199/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_815.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_815.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_815.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.824e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   2.701e-02 |           26.6291 ‖
‖         3 |      2 |                  1 |   2.574e-02 |           26.6291 ‖
‖         4 |      3 |                  2 |   2.551e-02 |           19.9622 ‖
‖         5 |      5 |                  3 |   2.110e-02 |           12.9995 ‖
‖         6 |      6 |                  6 |   2.324e-02 |            6.0421 ‖
‖         7 |      4 |                 13 |   2.341e-02 |            3.0548 ‖
‖         8 |      4 |                 17 |   2.251e-02 |            1.1560 ‖
‖         9 |      4 |                 21 |   2.156e-02 |            0.5207 ‖
‖        10 |      4 |                 24 |   2.136e-02 |            0.1772 ‖
‖        11 |      2 |                 30 |   2.136e-02 |            0.0605 ‖
‖        12 |      2 |                 32 |   1.682e-02 |            0.0260 ‖
‖        13 |      1 |                 34 |   2.122e-02 |            0.0130 ‖
‖        14 |      1 |                 35 |   2.020e-02 |            0.0048 ‖
‖        15 |      1 |                 36 |   1.818e-02 |            0.0001 ‖
‖        16 |      0 |                 38 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.324 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_815.vnnlib: unsat
--- Verification time: 0.3345 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (200/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2408.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2408.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2408.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.592e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2408.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (201/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3441.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3441.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3441.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.624e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3441.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (202/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_619.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_619.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_619.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.840e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_619.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (203/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_580.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_580.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_580.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.221e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_580.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (204/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3373.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3373.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3373.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.799e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3373.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
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INSTANCE (205/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1105.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1105.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1105.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.062e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1105.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
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INSTANCE (206/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4081.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4081.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4081.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.849e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4081.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
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INSTANCE (207/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6355.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6355.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6355.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.431e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6355.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
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INSTANCE (208/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_435.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_435.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_435.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.796e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_435.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
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INSTANCE (209/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3228.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3228.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3228.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.146e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3228.vnnlib: sat
--- Verification time: 0.0251 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (210/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2189.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2189.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2189.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.589e-08 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2189.vnnlib: unsat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (211/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4898.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4898.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4898.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.545e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.402e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.345e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.272e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.205e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.124e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.042e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.951e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.864e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.771e-02 |           99.9998 ‖
‖        11 |   1024 |                  0 |   3.681e-02 |           99.9900 ‖
‖        12 |   2038 |                 10 |   3.581e-02 |           99.1407 ‖
‖        13 |   3059 |                 12 |   3.515e-02 |           99.0786 ‖
‖        14 |   3969 |                123 |   3.465e-02 |           95.7070 ‖
‖        15 |   4900 |                208 |   3.431e-02 |           94.5610 ‖
‖        16 |   5865 |                264 |   3.406e-02 |           93.7178 ‖
‖        17 |   6711 |                431 |   3.383e-02 |           92.5507 ‖
‖        18 |   7523 |                621 |   3.368e-02 |           91.8734 ‖
‖        19 |   8313 |                836 |   3.352e-02 |           89.8395 ‖
‖        20 |   9306 |                861 |   3.338e-02 |           89.8051 ‖
‖        21 |  10002 |               1184 |   3.322e-02 |           86.0926 ‖
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‖        24 |  12292 |               1928 |   3.282e-02 |           81.6853 ‖
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‖        26 |  13853 |               2386 |   3.257e-02 |           79.3443 ‖
‖        27 |  14573 |               2672 |   3.243e-02 |           78.5090 ‖
‖        28 |  15351 |               2900 |   3.230e-02 |           78.0261 ‖
‖        29 |  16207 |               3048 |   3.219e-02 |           77.9147 ‖
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‖        31 |  17800 |               3461 |   3.195e-02 |           77.4666 ‖
‖        32 |  18580 |               3687 |   3.183e-02 |           76.5185 ‖
‖        33 |  19228 |               4031 |   3.169e-02 |           75.1006 ‖
‖        34 |  20026 |               4232 |   3.156e-02 |           74.7839 ‖
‖        35 |  20854 |               4416 |   3.144e-02 |           74.5172 ‖
‖        36 |  21740 |               4538 |   3.132e-02 |           74.4673 ‖
‖        37 |  22599 |               4672 |   3.122e-02 |           74.4656 ‖
‖        38 |  23190 |               5063 |   3.110e-02 |           73.2890 ‖
‖        39 |  24077 |               5180 |   3.098e-02 |           73.2819 ‖
‖        40 |  24759 |               5489 |   3.087e-02 |           72.5529 ‖
‖        41 |  25442 |               5799 |   3.078e-02 |           71.8572 ‖
‖        42 |  26043 |               6174 |   3.071e-02 |           71.6322 ‖
‖        43 |  26390 |               6789 |   3.068e-02 |           71.2906 ‖
‖        44 |  26672 |               7468 |   3.072e-02 |           71.1873 ‖
‖        45 |  26916 |               8159 |   3.077e-02 |           70.6051 ‖
‖        46 |  27339 |               8694 |   3.080e-02 |           69.6733 ‖
‖        47 |  28072 |               8960 |   3.078e-02 |           69.6621 ‖
‖        48 |  28665 |               9359 |   3.077e-02 |           68.7532 ‖
‖        49 |  29303 |               9702 |   3.075e-02 |           68.0699 ‖
‖        50 |  30025 |               9976 |   3.071e-02 |           67.7178 ‖
‖        51 |  30726 |              10283 |   3.068e-02 |           67.1077 ‖
‖        52 |  31453 |              10553 |   3.063e-02 |           66.9662 ‖
‖        53 |  31920 |              11071 |   3.058e-02 |           66.3378 ‖
‖        54 |  32580 |              11384 |   3.053e-02 |           66.0686 ‖
‖        55 |  33172 |              11786 |   3.048e-02 |           65.8342 ‖
‖        56 |  33813 |              12141 |   3.045e-02 |           65.5252 ‖
‖        57 |  34415 |              12525 |   3.039e-02 |           65.4869 ‖
‖        58 |  35040 |              12884 |   3.036e-02 |           65.2573 ‖
‖        59 |  35651 |              13253 |   3.034e-02 |           65.1585 ‖
‖        60 |  36030 |              13841 |   3.030e-02 |           64.9161 ‖
‖        61 |  36447 |              14378 |   3.029e-02 |           64.7212 ‖
‖        62 |  36749 |              15035 |   3.028e-02 |           64.6966 ‖
‖        63 |  37112 |              15619 |   3.031e-02 |           64.5827 ‖
‖        64 |  37669 |              16016 |   3.034e-02 |           64.5460 ‖
‖        65 |  38152 |              16510 |   3.029e-02 |           64.0917 ‖
‖        66 |  38838 |              16794 |   3.029e-02 |           63.9574 ‖
‖        67 |  39583 |              17052 |   3.023e-02 |           63.9535 ‖
‖        68 |  39983 |              17640 |   3.018e-02 |           62.9723 ‖
‖        69 |  40409 |              18168 |   3.013e-02 |           62.5864 ‖
‖        70 |  40933 |              18620 |   3.007e-02 |           62.3586 ‖
‖        71 |  41473 |              19057 |   3.006e-02 |           62.1752 ‖
‖        72 |  42000 |              19505 |   3.001e-02 |           62.1728 ‖
‖        73 |  42267 |              20186 |   2.999e-02 |           61.8021 ‖
‖        74 |  42637 |              20752 |   3.001e-02 |           61.6716 ‖
‖        75 |  42942 |              21397 |   2.998e-02 |           61.5619 ‖
‖        76 |  43388 |              21886 |   3.000e-02 |           61.3790 ‖
‖        77 |  43999 |              22254 |   2.997e-02 |           61.3266 ‖
‖        78 |  44596 |              22632 |   2.992e-02 |           61.3115 ‖
‖        79 |  45209 |              22983 |   2.992e-02 |           61.2890 ‖
‖        80 |  45675 |              23483 |   2.988e-02 |           61.2882 ‖
‖        81 |  45745 |              24328 |   2.988e-02 |           60.5985 ‖
‖        82 |  46179 |              24852 |   2.987e-02 |           60.5930 ‖
‖        83 |  46641 |              25351 |   2.985e-02 |           60.5733 ‖
‖        84 |  47152 |              25797 |   2.985e-02 |           60.5602 ‖
‖        85 |  47454 |              26443 |   2.981e-02 |           60.5591 ‖
‖        86 |  47584 |              27210 |   2.983e-02 |           59.9375 ‖
‖        87 |  48006 |              27747 |   2.982e-02 |           59.9338 ‖
‖        88 |  48091 |              28584 |   2.983e-02 |           59.3456 ‖
‖        89 |  48302 |              29305 |   2.986e-02 |           58.7527 ‖
‖        90 |  48352 |              30170 |   2.987e-02 |           58.5086 ‖
‖        91 |  48464 |              30973 |   2.991e-02 |           58.2815 ‖
‖        92 |  48626 |              31745 |   2.994e-02 |           58.2127 ‖
‖        93 |  48844 |              32480 |   2.997e-02 |           57.9655 ‖
‖        94 |  49252 |              33010 |   2.998e-02 |           57.7723 ‖
‖        95 |  49922 |              33331 |   2.998e-02 |           57.6425 ‖
‖        96 |  50388 |              33841 |   2.997e-02 |           57.2424 ‖
‖        97 |  50939 |              34286 |   2.995e-02 |           56.8590 ‖
‖        98 |  51451 |              34750 |   2.993e-02 |           56.4150 ‖
‖        99 |  52080 |              35106 |   2.991e-02 |           56.4090 ‖
‖       100 |  52675 |              35494 |   2.989e-02 |           56.4040 ‖
‖       101 |  53176 |              35970 |   2.987e-02 |           56.2632 ‖
‖       102 |  53516 |              36617 |   2.985e-02 |           55.6798 ‖
‖       103 |  54037 |              37058 |   2.983e-02 |           55.5653 ‖
‖       104 |  54425 |              37659 |   2.980e-02 |           55.0378 ‖
‖       105 |  54777 |              38256 |   2.979e-02 |           54.8799 ‖
‖       106 |  54837 |              39158 |   2.979e-02 |           54.4856 ‖
‖       107 |  55114 |              39830 |   2.980e-02 |           54.4679 ‖
‖       108 |  55558 |              40348 |   2.979e-02 |           54.2956 ‖
‖       109 |  56085 |              40812 |   2.979e-02 |           53.8929 ‖
‖       110 |  56665 |              41208 |   2.977e-02 |           53.8131 ‖
‖       111 |  57302 |              41565 |   2.975e-02 |           53.6421 ‖
‖       112 |  57923 |              41938 |   2.972e-02 |           53.6404 ‖
‖       113 |  58319 |              42520 |   2.969e-02 |           53.3909 ‖
‖       114 |  58699 |              43082 |   2.967e-02 |           53.1978 ‖
‖       115 |  59102 |              43646 |   2.965e-02 |           52.9690 ‖
‖       116 |  59518 |              44187 |   2.964e-02 |           52.8661 ‖
‖       117 |  59788 |              44877 |   2.963e-02 |           52.7223 ‖
‖       118 |  60077 |              45541 |   2.962e-02 |           52.6128 ‖
‖       119 |  60252 |              46316 |   2.961e-02 |           52.5366 ‖
‖       120 |  60493 |              47031 |   2.962e-02 |           52.2353 ‖
‖       121 |  60784 |              47661 |   2.962e-02 |           52.1507 ‖
‖       122 |  61199 |              48205 |   2.960e-02 |           52.1149 ‖
‖       123 |  61549 |              48812 |   2.958e-02 |           52.1146 ‖
‖       124 |  61816 |              49496 |   2.959e-02 |           51.8923 ‖
‖       125 |  62127 |              50149 |   2.960e-02 |           51.7086 ‖
‖       126 |  62326 |              50878 |   2.961e-02 |           51.5918 ‖
‖       127 |  62639 |              51508 |   2.963e-02 |           51.5027 ‖
‖       128 |  62665 |              52414 |   2.963e-02 |           51.3166 ‖
‖       129 |  62998 |              53037 |   2.962e-02 |           51.3165 ‖
‖       130 |  63264 |              53724 |   2.963e-02 |           51.1611 ‖
‖       131 |  63788 |              54172 |   2.964e-02 |           51.0575 ‖
‖       132 |  64407 |              54520 |   2.963e-02 |           51.0081 ‖
‖       133 |  65048 |              54860 |   2.960e-02 |           50.9634 ‖
‖       134 |  65677 |              55217 |   2.958e-02 |           50.8098 ‖
‖       135 |  66340 |              55545 |   2.957e-02 |           50.7113 ‖
‖       136 |  67015 |              55863 |   2.956e-02 |           50.6606 ‖
‖       137 |  67503 |              56340 |   2.956e-02 |           50.4841 ‖
‖       138 |  67830 |              56972 |   2.953e-02 |           50.4834 ‖
‖       139 |  68028 |              57712 |   2.953e-02 |           50.3700 ‖
‖       140 |  68466 |              58223 |   2.955e-02 |           50.3184 ‖
‖       141 |  68927 |              58716 |   2.955e-02 |           50.3075 ‖
‖       142 |  69535 |              59085 |   2.955e-02 |           50.2967 ‖
‖       143 |  70048 |              59556 |   2.951e-02 |           50.2967 ‖
‖       144 |  70280 |              60264 |   2.949e-02 |           49.7356 ‖
‖       145 |  70696 |              60804 |   2.946e-02 |           49.6634 ‖
‖       146 |  70860 |              61575 |   2.945e-02 |           49.3669 ‖
‖       147 |  71136 |              62256 |   2.943e-02 |           49.3350 ‖
‖       148 |  71326 |              62982 |   2.942e-02 |           49.1642 ‖
‖       149 |  71650 |              63625 |   2.939e-02 |           49.1423 ‖
‖       150 |  71933 |              64267 |   2.940e-02 |           48.9506 ‖
‖       151 |  72275 |              64877 |   2.940e-02 |           48.9072 ‖
‖       152 |  72685 |              65415 |   2.939e-02 |           48.8909 ‖
‖       153 |  72946 |              66110 |   2.937e-02 |           48.8907 ‖
‖       154 |  73099 |              66874 |   2.937e-02 |           48.6190 ‖
‖       155 |  73326 |              67573 |   2.937e-02 |           48.4525 ‖
‖       156 |  73697 |              68152 |   2.938e-02 |           48.3663 ‖
‖       157 |  74004 |              68772 |   2.938e-02 |           48.2765 ‖
‖       158 |  74304 |              69424 |   2.936e-02 |           48.2462 ‖
‖       159 |  74640 |              70034 |   2.936e-02 |           48.0695 ‖
‖       160 |  75015 |              70601 |   2.936e-02 |           47.9662 ‖
‖       161 |  75432 |              71148 |   2.936e-02 |           47.8801 ‖
‖       162 |  75545 |              71966 |   2.935e-02 |           47.8591 ‖
‖       163 |  75817 |              72609 |   2.937e-02 |           47.8068 ‖
‖       164 |  76065 |              73306 |   2.936e-02 |           47.7996 ‖
‖       165 |  76471 |              73840 |   2.936e-02 |           47.7633 ‖
‖       166 |  76912 |              74351 |   2.937e-02 |           47.7426 ‖
‖       167 |  77272 |              74944 |   2.937e-02 |           47.7280 ‖
‖       168 |  77446 |              75697 |   2.937e-02 |           47.7277 ‖
‖       169 |  77410 |              76621 |   2.937e-02 |           47.3057 ‖
‖       170 |  77781 |              77197 |   2.937e-02 |           47.2865 ‖
‖       171 |  77963 |              77973 |   2.937e-02 |           47.2803 ‖
‖       172 |  78152 |              78701 |   2.938e-02 |           47.2562 ‖
‖       173 |  78241 |              79531 |   2.940e-02 |           47.2454 ‖
‖       174 |  78421 |              80267 |   2.942e-02 |           47.2323 ‖
‖       175 |  78881 |              80754 |   2.944e-02 |           47.2201 ‖
‖       176 |  79332 |              81251 |   2.945e-02 |           47.2073 ‖
‖       177 |  79392 |              82137 |   2.945e-02 |           46.9524 ‖
‖       178 |  79505 |              82918 |   2.946e-02 |           46.7700 ‖
‖       179 |  79898 |              83461 |   2.948e-02 |           46.7548 ‖
‖       180 |  80370 |              83944 |   2.950e-02 |           46.5522 ‖
‖       181 |  80733 |              84536 |   2.950e-02 |           46.1632 ‖
‖       182 |  81187 |              85063 |   2.951e-02 |           45.6707 ‖
‖       183 |  81695 |              85539 |   2.951e-02 |           45.3027 ‖
‖       184 |  82204 |              86027 |   2.951e-02 |           45.0683 ‖
‖       185 |  82674 |              86536 |   2.950e-02 |           44.9105 ‖
‖       186 |  83299 |              86900 |   2.949e-02 |           44.8917 ‖
‖       187 |  83617 |              87562 |   2.948e-02 |           44.7151 ‖
‖       188 |  83979 |              88177 |   2.947e-02 |           44.5616 ‖
‖       189 |  84405 |              88730 |   2.945e-02 |           44.4745 ‖
‖       190 |  84786 |              89308 |   2.945e-02 |           44.3855 ‖
‖       191 |  85223 |              89841 |   2.944e-02 |           44.3144 ‖
‖       192 |  85474 |              90542 |   2.943e-02 |           44.1283 ‖
‖       193 |  85969 |              91032 |   2.941e-02 |           44.1199 ‖
‖       194 |  86137 |              91815 |   2.940e-02 |           43.8931 ‖
‖       195 |  86469 |              92449 |   2.939e-02 |           43.8875 ‖
‖       196 |  86388 |              93428 |   2.940e-02 |           43.6383 ‖
‖       197 |  86723 |              94031 |   2.941e-02 |           43.6196 ‖
‖       198 |  87120 |              94574 |   2.941e-02 |           43.6156 ‖
‖       199 |  87630 |              95041 |   2.940e-02 |           43.6112 ‖
‖       200 |  88130 |              95521 |   2.939e-02 |           43.6089 ‖
‖       201 |  88616 |              96017 |   2.937e-02 |           43.6041 ‖
‖       202 |  88975 |              96633 |   2.936e-02 |           43.5444 ‖
‖       203 |  89414 |              97159 |   2.935e-02 |           43.5257 ‖
‖       204 |  89683 |              97851 |   2.934e-02 |           43.4542 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.065 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4898.vnnlib: unknown
--- Verification time: 20.0784 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (212/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4039.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4039.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4039.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.636e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4039.vnnlib: sat
--- Verification time: 0.0159 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (213/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4404.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4404.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4404.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.373e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4404.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (214/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7833.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7833.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7833.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.647e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7833.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (215/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_909.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_909.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_909.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.446e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_909.vnnlib: unsat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (216/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1656.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1656.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1656.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.391e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1656.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (217/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_97.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_97.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_97.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.196e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.069e-02 |           25.3868 ‖
‖         3 |      2 |                  1 |   2.952e-02 |           20.7752 ‖
‖         4 |      3 |                  2 |   2.829e-02 |           11.4274 ‖
‖         5 |      3 |                  5 |   2.854e-02 |            7.7679 ‖
‖         6 |      4 |                  7 |   2.582e-02 |            3.7775 ‖
‖         7 |      3 |                 11 |   2.750e-02 |            2.2832 ‖
‖         8 |      4 |                 13 |   2.699e-02 |            1.3655 ‖
‖         9 |      5 |                 16 |   2.616e-02 |            0.7062 ‖
‖        10 |      4 |                 21 |   2.638e-02 |            0.3753 ‖
‖        11 |      2 |                 27 |   2.540e-02 |            0.0717 ‖
‖        12 |      2 |                 29 |   2.123e-02 |            0.0248 ‖
‖        13 |      1 |                 31 |   2.509e-02 |            0.0124 ‖
‖        14 |      1 |                 32 |   2.459e-02 |            0.0057 ‖
‖        15 |      0 |                 34 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.306 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_97.vnnlib: unsat
--- Verification time: 0.3155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (218/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6335.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6335.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6335.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.106e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6335.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (219/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7829.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7829.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7829.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.643e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7829.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
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INSTANCE (220/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6067.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6067.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6067.counterexample,20,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.163e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6067.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
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INSTANCE (221/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2417.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2417.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2417.counterexample,20,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.373e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2417.vnnlib: sat
--- Verification time: 0.0183 / 20.0000 [s]
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INSTANCE (222/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1908.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1908.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1908.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.442e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1908.vnnlib: sat
--- Verification time: 0.0180 / 20.0000 [s]
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INSTANCE (223/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7051.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7051.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7051.counterexample,20,1)...
--- Loading MATLAB file... done
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--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.219e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
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Writing results...
--- opening results file ... done
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onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7051.vnnlib: sat
--- Verification time: 0.0182 / 20.0000 [s]
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INSTANCE (224/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1308.vnnlib)...
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______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1308.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1308.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.435e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.007 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1308.vnnlib: unsat
--- Verification time: 0.0167 / 20.0000 [s]
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INSTANCE (225/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2375.vnnlib)...
--- Loading network... done
--- GPU available: 1
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--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2375.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2375.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.137e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2375.vnnlib: sat
--- Verification time: 0.0193 / 20.0000 [s]
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INSTANCE (226/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5426.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5426.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5426.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.639e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5426.vnnlib: sat
--- Verification time: 0.0204 / 20.0000 [s]
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INSTANCE (227/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6668.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6668.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6668.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.779e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.008 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6668.vnnlib: unsat
--- Verification time: 0.0180 / 20.0000 [s]
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INSTANCE (228/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5134.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5134.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5134.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.385e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5134.vnnlib: sat
--- Verification time: 0.0181 / 20.0000 [s]
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_690.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_690.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_690.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   4.372e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.274e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.101e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.993e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.877e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.782e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.700e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.628e-02 |          100.0000 ‖
‖         9 |    255 |                  1 |   3.554e-02 |           99.2900 ‖
‖        10 |    503 |                  8 |   3.496e-02 |           97.6113 ‖
‖        11 |    977 |                 35 |   3.423e-02 |           94.4354 ‖
‖        12 |   1877 |                106 |   3.356e-02 |           90.1321 ‖
‖        13 |   2703 |                291 |   3.306e-02 |           84.6457 ‖
‖        14 |   3705 |                302 |   3.285e-02 |           84.6225 ‖
‖        15 |   4564 |                457 |   3.257e-02 |           82.3623 ‖
‖        16 |   5326 |                711 |   3.225e-02 |           78.6325 ‖
‖        17 |   6295 |                742 |   3.204e-02 |           78.4047 ‖
‖        18 |   7293 |                765 |   3.183e-02 |           77.9116 ‖
‖        19 |   8317 |                765 |   3.164e-02 |           77.9086 ‖
‖        20 |   9341 |                765 |   3.143e-02 |           77.9083 ‖
‖        21 |  10158 |                945 |   3.121e-02 |           76.9276 ‖
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‖        23 |  12141 |                997 |   3.081e-02 |           76.6194 ‖
‖        24 |  12786 |               1372 |   3.053e-02 |           73.8528 ‖
‖        25 |  13612 |               1519 |   3.030e-02 |           73.1755 ‖
‖        26 |  14541 |               1610 |   3.010e-02 |           72.4822 ‖
‖        27 |  15561 |               1612 |   2.994e-02 |           72.4822 ‖
‖        28 |  16583 |               1613 |   2.975e-02 |           72.4823 ‖
‖        29 |  17445 |               1774 |   2.955e-02 |           71.2103 ‖
‖        30 |  18404 |               1833 |   2.940e-02 |           70.7177 ‖
‖        31 |  19418 |               1838 |   2.922e-02 |           70.7178 ‖
‖        32 |  20406 |               1874 |   2.907e-02 |           70.3462 ‖
‖        33 |  21429 |               1875 |   2.894e-02 |           70.3013 ‖
‖        34 |  22453 |               1875 |   2.877e-02 |           70.3009 ‖
‖        35 |  23477 |               1875 |   2.862e-02 |           70.2994 ‖
‖        36 |  24501 |               1875 |   2.848e-02 |           70.2996 ‖
‖        37 |  25525 |               1875 |   2.828e-02 |           70.2997 ‖
‖        38 |  26394 |               2012 |   2.822e-02 |           69.9049 ‖
‖        39 |  27394 |               2024 |   2.821e-02 |           69.9053 ‖
‖        40 |  28418 |               2024 |   2.815e-02 |           69.9055 ‖
‖        41 |  29442 |               2024 |   2.815e-02 |           69.9057 ‖
‖        42 |  30466 |               2024 |   2.813e-02 |           69.9056 ‖
‖        43 |  31421 |               2083 |   2.804e-02 |           69.7511 ‖
‖        44 |  32445 |               2083 |   2.801e-02 |           69.7512 ‖
‖        45 |  33469 |               2083 |   2.796e-02 |           69.7510 ‖
‖        46 |  34347 |               2227 |   2.786e-02 |           69.2397 ‖
‖        47 |  34854 |               2668 |   2.777e-02 |           68.0793 ‖
‖        48 |  35832 |               2702 |   2.767e-02 |           68.0406 ‖
‖        49 |  36651 |               2886 |   2.760e-02 |           67.5758 ‖
‖        50 |  37598 |               2950 |   2.753e-02 |           67.5755 ‖
‖        51 |  38314 |               3248 |   2.744e-02 |           66.9740 ‖
‖        52 |  38914 |               3645 |   2.740e-02 |           66.7057 ‖
‖        53 |  39553 |               3996 |   2.736e-02 |           66.7056 ‖
‖        54 |  40234 |               4301 |   2.736e-02 |           66.7042 ‖
‖        55 |  41159 |               4388 |   2.736e-02 |           66.7043 ‖
‖        56 |  42139 |               4426 |   2.730e-02 |           66.7043 ‖
‖        57 |  43146 |               4440 |   2.726e-02 |           66.7042 ‖
‖        58 |  44170 |               4440 |   2.722e-02 |           66.7043 ‖
‖        59 |  45194 |               4440 |   2.715e-02 |           66.7046 ‖
‖        60 |  45948 |               4707 |   2.707e-02 |           65.8011 ‖
‖        61 |  46750 |               4900 |   2.701e-02 |           65.2853 ‖
‖        62 |  47736 |               4933 |   2.692e-02 |           65.2854 ‖
‖        63 |  48391 |               5296 |   2.685e-02 |           64.2445 ‖
‖        64 |  49162 |               5531 |   2.683e-02 |           64.1068 ‖
‖        65 |  50008 |               5672 |   2.675e-02 |           64.1069 ‖
‖        66 |  50940 |               5758 |   2.672e-02 |           64.1070 ‖
‖        67 |  51902 |               5814 |   2.669e-02 |           64.1070 ‖
‖        68 |  52856 |               5881 |   2.660e-02 |           63.9854 ‖
‖        69 |  53620 |               6136 |   2.655e-02 |           62.9493 ‖
‖        70 |  54561 |               6208 |   2.650e-02 |           62.7530 ‖
‖        71 |  55485 |               6307 |   2.641e-02 |           62.6036 ‖
‖        72 |  56351 |               6465 |   2.638e-02 |           62.0013 ‖
‖        73 |  57330 |               6509 |   2.634e-02 |           61.8709 ‖
‖        74 |  58314 |               6536 |   2.626e-02 |           61.8364 ‖
‖        75 |  59306 |               6567 |   2.620e-02 |           61.8056 ‖
‖        76 |  60288 |               6601 |   2.617e-02 |           61.8061 ‖
‖        77 |  61269 |               6639 |   2.612e-02 |           61.7318 ‖
‖        78 |  62264 |               6663 |   2.612e-02 |           61.6801 ‖
‖        79 |  63255 |               6685 |   2.608e-02 |           61.6801 ‖
‖        80 |  64267 |               6695 |   2.605e-02 |           61.6803 ‖
‖        81 |  65281 |               6703 |   2.606e-02 |           61.6803 ‖
‖        82 |  66278 |               6723 |   2.605e-02 |           61.6802 ‖
‖        83 |  67273 |               6751 |   2.602e-02 |           61.6801 ‖
‖        84 |  68244 |               6798 |   2.596e-02 |           61.6800 ‖
‖        85 |  69191 |               6866 |   2.593e-02 |           61.6800 ‖
‖        86 |  69962 |               7097 |   2.591e-02 |           61.5422 ‖
‖        87 |  70726 |               7328 |   2.592e-02 |           61.3343 ‖
‖        88 |  71385 |               7667 |   2.589e-02 |           61.3344 ‖
‖        89 |  72047 |               8013 |   2.589e-02 |           61.3237 ‖
‖        90 |  72629 |               8423 |   2.590e-02 |           61.3237 ‖
‖        91 |  73223 |               8818 |   2.590e-02 |           61.3236 ‖
‖        92 |  73903 |               9138 |   2.590e-02 |           61.2996 ‖
‖        93 |  74521 |               9515 |   2.589e-02 |           61.2996 ‖
‖        94 |  75155 |               9878 |   2.588e-02 |           61.2997 ‖
‖        95 |  75900 |              10135 |   2.590e-02 |           61.2783 ‖
‖        96 |  76880 |              10171 |   2.592e-02 |           61.2753 ‖
‖        97 |  77896 |              10178 |   2.592e-02 |           61.2747 ‖
‖        98 |  78904 |              10194 |   2.592e-02 |           61.2732 ‖
‖        99 |  79864 |              10252 |   2.593e-02 |           61.2739 ‖
‖       100 |  80774 |              10356 |   2.591e-02 |           61.2738 ‖
‖       101 |  81603 |              10533 |   2.589e-02 |           61.2288 ‖
‖       102 |  82392 |              10750 |   2.587e-02 |           61.2285 ‖
‖       103 |  83101 |              11037 |   2.585e-02 |           61.2282 ‖
‖       104 |  83764 |              11372 |   2.585e-02 |           61.2281 ‖
‖       105 |  84339 |              11790 |   2.586e-02 |           61.2279 ‖
‖       106 |  84754 |              12340 |   2.587e-02 |           61.2278 ‖
‖       107 |  85312 |              12772 |   2.587e-02 |           61.2277 ‖
‖       108 |  86056 |              13022 |   2.588e-02 |           61.2277 ‖
‖       109 |  86854 |              13231 |   2.586e-02 |           61.2278 ‖
‖       110 |  87412 |              13641 |   2.584e-02 |           61.0035 ‖
‖       111 |  88169 |              13879 |   2.582e-02 |           61.0037 ‖
‖       112 |  88792 |              14257 |   2.580e-02 |           61.0039 ‖
‖       113 |  88907 |              15090 |   2.578e-02 |           60.3277 ‖
‖       114 |  89400 |              15577 |   2.576e-02 |           60.3265 ‖
‖       115 |  89943 |              16019 |   2.574e-02 |           60.3048 ‖
‖       116 |  90549 |              16415 |   2.573e-02 |           60.3048 ‖
‖       117 |  90989 |              16976 |   2.571e-02 |           60.2900 ‖
‖       118 |  91305 |              17636 |   2.570e-02 |           59.9988 ‖
‖       119 |  91744 |              18166 |   2.571e-02 |           59.9989 ‖
‖       120 |  92067 |              18819 |   2.570e-02 |           59.9990 ‖
‖       121 |  92598 |              19280 |   2.571e-02 |           59.9990 ‖
‖       122 |  93010 |              19839 |   2.571e-02 |           59.9990 ‖
‖       123 |  93034 |              20790 |   2.570e-02 |           59.6256 ‖
‖       124 |  93313 |              21446 |   2.569e-02 |           59.6253 ‖
‖       125 |  93729 |              22026 |   2.568e-02 |           59.5018 ‖
‖       126 |  94148 |              22597 |   2.569e-02 |           59.3694 ‖
‖       127 |  94966 |              22759 |   2.569e-02 |           59.3692 ‖
‖       128 |  95590 |              23132 |   2.568e-02 |           59.3691 ‖
‖       129 |  96504 |              23224 |   2.567e-02 |           59.3691 ‖
‖       130 |  97346 |              23397 |   2.568e-02 |           59.3539 ‖
‖       131 |  98238 |              23510 |   2.567e-02 |           59.3522 ‖
‖       132 |  99164 |              23592 |   2.565e-02 |           59.3483 ‖
‖       133 | 100084 |              23691 |   2.565e-02 |           59.3476 ‖
‖       134 | 100739 |              24046 |   2.564e-02 |           59.3476 ‖
‖       135 | 101348 |              24414 |   2.565e-02 |           59.3475 ‖
‖       136 | 102169 |              24582 |   2.563e-02 |           59.3474 ‖
‖       137 | 102996 |              24768 |   2.561e-02 |           59.3475 ‖
‖       138 | 103913 |              24855 |   2.560e-02 |           59.3475 ‖
‖       139 | 104850 |              24934 |   2.559e-02 |           59.3475 ‖
‖       140 | 105721 |              25082 |   2.556e-02 |           59.3475 ‖
‖       141 | 106573 |              25247 |   2.555e-02 |           59.3475 ‖
‖       142 | 107383 |              25449 |   2.554e-02 |           59.3475 ‖
‖       143 | 108153 |              25698 |   2.552e-02 |           59.3475 ‖
‖       144 | 108887 |              25971 |   2.551e-02 |           59.3475 ‖
‖       145 | 109658 |              26214 |   2.550e-02 |           59.3474 ‖
‖       146 | 110423 |              26465 |   2.547e-02 |           59.3474 ‖
‖       147 | 110887 |              26987 |   2.544e-02 |           58.8438 ‖
‖       148 | 111600 |              27258 |   2.542e-02 |           58.8438 ‖
‖       149 | 112259 |              27608 |   2.539e-02 |           58.6652 ‖
‖       150 | 112978 |              27875 |   2.538e-02 |           58.4952 ‖
‖       151 | 113810 |              28056 |   2.536e-02 |           58.4951 ‖
‖       152 | 114571 |              28300 |   2.533e-02 |           58.4952 ‖
‖       153 | 115410 |              28474 |   2.530e-02 |           58.4952 ‖
‖       154 | 116274 |              28630 |   2.527e-02 |           58.4952 ‖
‖       155 | 116821 |              29096 |   2.524e-02 |           57.9028 ‖
‖       156 | 117295 |              29620 |   2.522e-02 |           57.6533 ‖
‖       157 | 117879 |              29975 |   2.521e-02 |           57.4393 ‖
‖       158 | 118670 |              30196 |   2.519e-02 |           57.4000 ‖
‖       159 | 119591 |              30286 |   2.518e-02 |           57.3999 ‖
‖       160 | 120202 |              30680 |   2.515e-02 |           57.4000 ‖
‖       161 | 120850 |              30966 |   2.515e-02 |           57.4000 ‖
‖       162 | 121659 |              31154 |   2.513e-02 |           57.4000 ‖
‖       163 | 122613 |              31218 |   2.513e-02 |           57.4000 ‖
‖       164 | 123588 |              31256 |   2.512e-02 |           57.3999 ‖
‖       165 | 124494 |              31365 |   2.510e-02 |           57.4000 ‖
‖       166 | 125437 |              31440 |   2.509e-02 |           57.4000 ‖
‖       167 | 126154 |              31731 |   2.508e-02 |           57.4000 ‖
‖       168 | 126947 |              31933 |   2.507e-02 |           57.3189 ‖
‖       169 | 127803 |              32083 |   2.505e-02 |           57.3189 ‖
‖       170 | 128674 |              32234 |   2.502e-02 |           57.3189 ‖
‖       171 | 129267 |              32655 |   2.500e-02 |           56.7371 ‖
‖       172 | 129877 |              33026 |   2.498e-02 |           56.3320 ‖
‖       173 | 130667 |              33230 |   2.495e-02 |           56.1420 ‖
‖       174 | 131263 |              33634 |   2.492e-02 |           56.0021 ‖
‖       175 | 131957 |              33863 |   2.491e-02 |           56.0021 ‖
‖       176 | 132665 |              34144 |   2.491e-02 |           55.8687 ‖
‖       177 | 133436 |              34370 |   2.491e-02 |           55.8685 ‖
‖       178 | 134354 |              34435 |   2.490e-02 |           55.8685 ‖
‖       179 | 135058 |              34750 |   2.489e-02 |           55.3686 ‖
‖       180 | 135689 |              35131 |   2.488e-02 |           54.8781 ‖
‖       181 | 136274 |              35439 |   2.485e-02 |           54.8454 ‖
‖       182 | 136825 |              35877 |   2.484e-02 |           54.3045 ‖
‖       183 | 137444 |              36212 |   2.484e-02 |           54.1616 ‖
‖       184 | 138176 |              36453 |   2.482e-02 |           54.1404 ‖
‖       185 | 138866 |              36736 |   2.481e-02 |           54.0319 ‖
‖       186 | 139683 |              36895 |   2.478e-02 |           54.0319 ‖
‖       187 | 140458 |              37118 |   2.476e-02 |           53.9712 ‖
‖       188 | 141167 |              37417 |   2.475e-02 |           53.8658 ‖
‖       189 | 141869 |              37688 |   2.473e-02 |           53.8658 ‖
‖       190 | 142532 |              38003 |   2.471e-02 |           53.8658 ‖
‖       191 | 143311 |              38223 |   2.470e-02 |           53.8658 ‖
‖       192 | 144142 |              38391 |   2.470e-02 |           53.8658 ‖
‖       193 | 145093 |              38462 |   2.471e-02 |           53.7406 ‖
‖       194 | 145941 |              38635 |   2.470e-02 |           53.7389 ‖
‖       195 | 146915 |              38663 |   2.470e-02 |           53.7389 ‖
‖       196 | 147832 |              38769 |   2.470e-02 |           53.5244 ‖
‖       197 | 148749 |              38874 |   2.471e-02 |           53.3064 ‖
‖       198 | 149679 |              38961 |   2.472e-02 |           53.2832 ‖
‖       199 | 150519 |              39133 |   2.471e-02 |           53.2829 ‖
‖       200 | 151332 |              39319 |   2.470e-02 |           53.2829 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.072 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_690.vnnlib: unknown
--- Verification time: 20.0885 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (230/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1355.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1355.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1355.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.911e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1355.vnnlib: unsat
--- Verification time: 0.0308 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (231/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1306.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1306.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1306.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.599e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1306.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (232/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_108.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_108.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_108.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.065e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_108.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (233/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6696.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6696.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6696.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.870e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6696.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (234/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_149.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_149.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_149.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.408e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_149.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (235/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2474.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2474.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2474.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.644e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.564e-02 |          100.0638 ‖
‖         3 |      4 |                  0 |   2.495e-02 |          100.0638 ‖
‖         4 |      8 |                  0 |   2.426e-02 |          100.0638 ‖
‖         5 |     16 |                  0 |   2.348e-02 |          100.0638 ‖
‖         6 |     32 |                  0 |   2.297e-02 |           97.7367 ‖
‖         7 |     64 |                  0 |   2.257e-02 |          102.3908 ‖
‖         8 |    128 |                  0 |   2.194e-02 |           93.0826 ‖
‖         9 |    256 |                  0 |   2.105e-02 |          111.6991 ‖
‖        10 |    512 |                  0 |   2.048e-02 |           74.4661 ‖
‖        11 |   1007 |                 17 |   1.992e-02 |          143.9871 ‖
‖        12 |   1867 |                154 |   1.938e-02 |            0.0000 ‖
‖        13 |   2491 |                530 |   1.907e-02 |            0.0000 ‖
‖        14 |   3356 |                659 |   1.891e-02 |            0.0000 ‖
‖        15 |   4118 |                901 |   1.876e-02 |            0.0000 ‖
‖        16 |   4702 |               1298 |   1.861e-02 |            0.0000 ‖
‖        17 |   5630 |               1374 |   1.848e-02 |            0.0000 ‖
‖        18 |   6347 |               1675 |   1.832e-02 |            0.0000 ‖
‖        19 |   7198 |               1829 |   1.818e-02 |            0.0000 ‖
‖        20 |   7985 |               2043 |   1.804e-02 |            0.0000 ‖
‖        21 |   8886 |               2155 |   1.792e-02 |            0.0000 ‖
‖        22 |   9832 |               2217 |   1.780e-02 |            0.0000 ‖
‖        23 |  10290 |               2749 |   1.762e-02 |            0.0000 ‖
‖        24 |  11089 |               2937 |   1.749e-02 |            0.0000 ‖
‖        25 |  11703 |               3312 |   1.740e-02 |            0.0000 ‖
‖        26 |  12408 |               3605 |   1.733e-02 |            0.0000 ‖
‖        27 |  13050 |               3956 |   1.724e-02 |            0.0000 ‖
‖        28 |  13299 |               4679 |   1.713e-02 |            0.0000 ‖
‖        29 |  13702 |               5216 |   1.706e-02 |            0.0000 ‖
‖        30 |  14098 |               5811 |   1.698e-02 |            0.0000 ‖
‖        31 |  14534 |               6330 |   1.697e-02 |            0.0000 ‖
‖        32 |  15079 |               6745 |   1.694e-02 |            0.0000 ‖
‖        33 |  15418 |               7360 |   1.692e-02 |            0.0000 ‖
‖        34 |  15978 |               7767 |   1.690e-02 |            0.0000 ‖
‖        35 |  16320 |               8378 |   1.687e-02 |            0.0000 ‖
‖        36 |  16627 |               9013 |   1.687e-02 |            0.0000 ‖
‖        37 |  16965 |               9614 |   1.684e-02 |            0.0000 ‖
‖        38 |  17252 |              10248 |   1.682e-02 |            0.0000 ‖
‖        39 |  17607 |              10843 |   1.683e-02 |            0.0000 ‖
‖        40 |  17975 |              11415 |   1.679e-02 |            0.0000 ‖
‖        41 |  17913 |              12373 |   1.676e-02 |            0.0000 ‖
‖        42 |  18225 |              13002 |   1.670e-02 |            0.0000 ‖
‖        43 |  18457 |              13701 |   1.668e-02 |            0.0000 ‖
‖        44 |  18801 |              14297 |   1.667e-02 |            0.0000 ‖
‖        45 |  18936 |              15107 |   1.662e-02 |            0.0000 ‖
‖        46 |  19044 |              15913 |   1.662e-02 |            0.0000 ‖
‖        47 |  19213 |              16672 |   1.660e-02 |            0.0000 ‖
‖        48 |  19401 |              17403 |   1.661e-02 |            0.0000 ‖
‖        49 |  19594 |              18091 |   1.663e-02 |            0.0000 ‖
‖        50 |  19700 |              18905 |   1.662e-02 |            0.0000 ‖
‖        51 |  19956 |              19577 |   1.663e-02 |            0.0000 ‖
‖        52 |  19976 |              20473 |   1.662e-02 |            0.0000 ‖
‖        53 |  19910 |              21407 |   1.662e-02 |            0.0000 ‖
‖        54 |  19982 |              22256 |   1.660e-02 |            0.0000 ‖
‖        55 |  20080 |              23053 |   1.660e-02 |            0.0000 ‖
‖        56 |  20097 |              23946 |   1.658e-02 |            0.0000 ‖
‖        57 |  20121 |              24785 |   1.660e-02 |            0.0000 ‖
‖        58 |  20194 |              25638 |   1.658e-02 |            0.0000 ‖
‖        59 |  20236 |              26450 |   1.658e-02 |            0.0000 ‖
‖        60 |  20408 |              27182 |   1.657e-02 |            0.0000 ‖
‖        61 |  20412 |              28055 |   1.656e-02 |            0.0000 ‖
‖        62 |  20630 |              28761 |   1.655e-02 |            0.0000 ‖
‖        63 |  20868 |              29463 |   1.655e-02 |            0.0000 ‖
‖        64 |  20979 |              30288 |   1.654e-02 |            0.0000 ‖
‖        65 |  20874 |              31278 |   1.653e-02 |            0.0000 ‖
‖        66 |  20927 |              32128 |   1.651e-02 |            0.0000 ‖
‖        67 |  20874 |              33081 |   1.652e-02 |            0.0000 ‖
‖        68 |  20920 |              33898 |   1.652e-02 |            0.0000 ‖
‖        69 |  21061 |              34677 |   1.650e-02 |            0.0000 ‖
‖        70 |  20987 |              35643 |   1.650e-02 |            0.0000 ‖
‖        71 |  20988 |              36512 |   1.649e-02 |            0.0000 ‖
‖        72 |  21070 |              37336 |   1.650e-02 |            0.0000 ‖
‖        73 |  21277 |              38029 |   1.651e-02 |            0.0000 ‖
‖        74 |  21418 |              38820 |   1.647e-02 |            0.0000 ‖
‖        75 |  21111 |              39950 |   1.649e-02 |            0.0000 ‖
‖        76 |  21111 |              40875 |   1.647e-02 |            0.0000 ‖
‖        77 |  21043 |              41843 |   1.647e-02 |            0.0000 ‖
‖        78 |  20937 |              42827 |   1.645e-02 |            0.0000 ‖
‖        79 |  20922 |              43726 |   1.646e-02 |            0.0000 ‖
‖        80 |  20931 |              44573 |   1.647e-02 |            0.0000 ‖
‖        81 |  20894 |              45493 |   1.647e-02 |            0.0000 ‖
‖        82 |  20821 |              46482 |   1.646e-02 |            0.0000 ‖
‖        83 |  20784 |              47350 |   1.647e-02 |            0.0000 ‖
‖        84 |  20743 |              48292 |   1.646e-02 |            0.0000 ‖
‖        85 |  20776 |              49146 |   1.648e-02 |            0.0000 ‖
‖        86 |  20878 |              49923 |   1.650e-02 |            0.0000 ‖
‖        87 |  20903 |              50781 |   1.651e-02 |            0.0000 ‖
‖        88 |  20895 |              51670 |   1.650e-02 |            0.0000 ‖
‖        89 |  21000 |              52462 |   1.649e-02 |            0.0000 ‖
‖        90 |  20990 |              53332 |   1.648e-02 |            0.0000 ‖
‖        91 |  20876 |              54321 |   1.647e-02 |            0.0000 ‖
‖        92 |  20671 |              55403 |   1.645e-02 |            0.0000 ‖
‖        93 |  20423 |              56515 |   1.645e-02 |            0.0000 ‖
‖        94 |  20156 |              57648 |   1.645e-02 |            0.0000 ‖
‖        95 |  19970 |              58690 |   1.644e-02 |            0.0000 ‖
‖        96 |  19797 |              59748 |   1.642e-02 |            0.0000 ‖
‖        97 |  19654 |              60761 |   1.641e-02 |            0.0000 ‖
‖        98 |  19504 |              61814 |   1.640e-02 |            0.0000 ‖
‖        99 |  19359 |              62849 |   1.637e-02 |            0.0000 ‖
‖       100 |  19132 |              63922 |   1.637e-02 |            0.0000 ‖
‖       101 |  19018 |              64937 |   1.635e-02 |            0.0000 ‖
‖       102 |  18887 |              65934 |   1.634e-02 |            0.0000 ‖
‖       103 |  18893 |              66787 |   1.635e-02 |            0.0000 ‖
‖       104 |  18862 |              67711 |   1.635e-02 |            0.0000 ‖
‖       105 |  18586 |              68836 |   1.634e-02 |            0.0000 ‖
‖       106 |  18399 |              69925 |   1.632e-02 |            0.0000 ‖
‖       107 |  18159 |              71035 |   1.633e-02 |            0.0000 ‖
‖       108 |  18000 |              72076 |   1.630e-02 |            0.0000 ‖
‖       109 |  17769 |              73171 |   1.629e-02 |            0.0000 ‖
‖       110 |  17611 |              74204 |   1.629e-02 |            0.0000 ‖
‖       111 |  17357 |              75309 |   1.628e-02 |            0.0000 ‖
‖       112 |  17183 |              76353 |   1.626e-02 |            0.0000 ‖
‖       113 |  17096 |              77294 |   1.626e-02 |            0.0000 ‖
‖       114 |  17124 |              78125 |   1.626e-02 |            0.0000 ‖
‖       115 |  17005 |              79118 |   1.625e-02 |            0.0000 ‖
‖       116 |  16745 |              80229 |   1.626e-02 |            0.0000 ‖
‖       117 |  16397 |              81428 |   1.627e-02 |            0.0000 ‖
‖       118 |  16097 |              82585 |   1.629e-02 |            0.0000 ‖
‖       119 |  15821 |              83716 |   1.629e-02 |            0.0000 ‖
‖       120 |  15679 |              84691 |   1.629e-02 |            0.0000 ‖
‖       121 |  15514 |              85727 |   1.628e-02 |            0.0000 ‖
‖       122 |  15300 |              86824 |   1.626e-02 |            0.0000 ‖
‖       123 |  15046 |              87927 |   1.623e-02 |            0.0000 ‖
‖       124 |  14812 |              89017 |   1.622e-02 |            0.0000 ‖
‖       125 |  14648 |              90069 |   1.619e-02 |            0.0000 ‖
‖       126 |  14431 |              91146 |   1.617e-02 |            0.0000 ‖
‖       127 |  14285 |              92150 |   1.615e-02 |            0.0000 ‖
‖       128 |  14054 |              93236 |   1.614e-02 |            0.0000 ‖
‖       129 |  13775 |              94396 |   1.610e-02 |            0.0000 ‖
‖       130 |  13490 |              95530 |   1.608e-02 |            0.0000 ‖
‖       131 |  13043 |              96792 |   1.608e-02 |            0.0000 ‖
‖       132 |  12645 |              98010 |   1.609e-02 |            0.0000 ‖
‖       133 |  12292 |              99231 |   1.608e-02 |            0.0000 ‖
‖       134 |  11955 |             100423 |   1.609e-02 |            0.0000 ‖
‖       135 |  11647 |             101576 |   1.611e-02 |            0.0000 ‖
‖       136 |  11256 |             102821 |   1.611e-02 |            0.0000 ‖
‖       137 |  10936 |             104005 |   1.610e-02 |            0.0000 ‖
‖       138 |  10641 |             105156 |   1.610e-02 |            0.0000 ‖
‖       139 |  10437 |             106220 |   1.610e-02 |            0.0000 ‖
‖       140 |  10273 |             107219 |   1.610e-02 |            0.0000 ‖
‖       141 |   9992 |             108340 |   1.609e-02 |            0.0000 ‖
‖       142 |   9656 |             109570 |   1.601e-02 |            0.0000 ‖
‖       143 |   9221 |             110816 |   1.598e-02 |            0.0000 ‖
‖       144 |   8784 |             112096 |   1.595e-02 |            0.0000 ‖
‖       145 |   8420 |             113322 |   1.591e-02 |            0.0000 ‖
‖       146 |   8127 |             114477 |   1.584e-02 |            0.0000 ‖
‖       147 |   7824 |             115632 |   1.579e-02 |            0.0000 ‖
‖       148 |   7490 |             116799 |   1.577e-02 |            0.0000 ‖
‖       149 |   7088 |             118056 |   1.575e-02 |            0.0000 ‖
‖       150 |   6679 |             119310 |   1.569e-02 |            0.0000 ‖
‖       151 |   6226 |             120606 |   1.567e-02 |            0.0000 ‖
‖       152 |   5738 |             121935 |   1.560e-02 |            0.0000 ‖
‖       153 |   5281 |             123262 |   1.547e-02 |            0.0000 ‖
‖       154 |   4855 |             124526 |   1.537e-02 |            0.0000 ‖
‖       155 |   4370 |             125859 |   1.528e-02 |            0.0000 ‖
‖       156 |   3807 |             127236 |   1.519e-02 |            0.0000 ‖
‖       157 |   3211 |             128643 |   1.531e-02 |            0.0000 ‖
‖       158 |   2734 |             129983 |   1.524e-02 |            0.0000 ‖
‖       159 |   2356 |             131218 |   1.504e-02 |            0.0000 ‖
‖       160 |   1854 |             132536 |   1.478e-02 |            0.0000 ‖
‖       161 |   1267 |             133956 |   1.450e-02 |            0.0000 ‖
‖       162 |    669 |             135377 |   1.368e-02 |            0.0000 ‖
‖       163 |    164 |             136336 |   1.419e-02 |            0.0000 ‖
‖       164 |     23 |             136584 |   1.359e-02 |            0.0000 ‖
‖       165 |      1 |             136620 |   1.397e-02 |            0.0000 ‖
‖       166 |      0 |             136621 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 15.078 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2474.vnnlib: unsat
--- Verification time: 15.0883 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (236/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1112.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1112.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1112.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.806e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.733e-02 |           29.4587 ‖
‖         3 |      1 |                  2 |   3.635e-02 |           13.9085 ‖
‖         4 |      1 |                  3 |   3.585e-02 |            6.5158 ‖
‖         5 |      0 |                  5 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1112.vnnlib: unsat
--- Verification time: 0.0960 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (237/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6033.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6033.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6033.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.571e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.490e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.332e-02 |          100.0000 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.038 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6033.vnnlib: sat
--- Verification time: 0.0503 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (238/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5888.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5888.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5888.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.756e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5888.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (239/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2177.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2177.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2177.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.402e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2177.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (240/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_692.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_692.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_692.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.210e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.090e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.993e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.874e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.765e-02 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.691e-02 |           96.8751 ‖
‖         7 |     60 |                  3 |   3.566e-02 |           91.0459 ‖
‖         8 |    108 |                 14 |   3.515e-02 |           82.2779 ‖
‖         9 |    186 |                 43 |   3.426e-02 |           69.5954 ‖
‖        10 |    310 |                102 |   3.314e-02 |           55.2784 ‖
‖        11 |    463 |                245 |   3.233e-02 |           40.5948 ‖
‖        12 |    628 |                521 |   3.135e-02 |           27.9008 ‖
‖        13 |    885 |                859 |   3.076e-02 |           19.5378 ‖
‖        14 |   1133 |               1449 |   2.997e-02 |           12.3016 ‖
‖        15 |   1329 |               2209 |   2.894e-02 |            7.6036 ‖
‖        16 |   1464 |               2987 |   2.852e-02 |            4.9805 ‖
‖        17 |   1746 |               3637 |   2.817e-02 |            3.5229 ‖
‖        18 |   2078 |               4230 |   2.798e-02 |            2.7138 ‖
‖        19 |   2419 |               4873 |   2.746e-02 |            1.9590 ‖
‖        20 |   2748 |               5485 |   2.720e-02 |            1.5522 ‖
‖        21 |   3230 |               6006 |   2.669e-02 |            1.3183 ‖
‖        22 |   3399 |               6780 |   2.628e-02 |            0.9739 ‖
‖        23 |   3650 |               7480 |   2.596e-02 |            0.8497 ‖
‖        24 |   3784 |               8315 |   2.544e-02 |            0.6952 ‖
‖        25 |   3810 |               9213 |   2.521e-02 |            0.5803 ‖
‖        26 |   3681 |              10292 |   2.484e-02 |            0.5097 ‖
‖        27 |   3398 |              11446 |   2.467e-02 |            0.3904 ‖
‖        28 |   3015 |              12679 |   2.464e-02 |            0.3475 ‖
‖        29 |   2684 |              13931 |   2.426e-02 |            0.3022 ‖
‖        30 |   2232 |              15250 |   2.399e-02 |            0.2211 ‖
‖        31 |   1673 |              16673 |   2.355e-02 |            0.1484 ‖
‖        32 |   1135 |              18012 |   2.293e-02 |            0.0872 ‖
‖        33 |    469 |              19386 |   2.311e-02 |            0.0241 ‖
‖        34 |    124 |              20074 |   2.342e-02 |            0.0034 ‖
‖        35 |     30 |              20264 |   2.171e-02 |            0.0003 ‖
‖        36 |      5 |              20308 |   2.143e-02 |            0.0000 ‖
‖        37 |      1 |              20316 |   2.382e-02 |            0.0000 ‖
‖        38 |      0 |              20318 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.601 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_692.vnnlib: unsat
--- Verification time: 2.6114 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (241/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2146.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2146.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2146.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.221e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.145e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.997e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.959e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.834e-02 |           93.7500 ‖
‖         6 |     27 |                  4 |   3.707e-02 |           84.1317 ‖
‖         7 |     48 |                 10 |   3.579e-02 |           69.5011 ‖
‖         8 |     79 |                 27 |   3.378e-02 |           55.2002 ‖
‖         9 |    130 |                 48 |   3.414e-02 |           48.4286 ‖
‖        10 |    219 |                 87 |   3.316e-02 |           39.6876 ‖
‖        11 |    348 |                166 |   3.277e-02 |           31.6412 ‖
‖        12 |    549 |                306 |   3.221e-02 |           24.9339 ‖
‖        13 |    835 |                552 |   3.133e-02 |           18.6478 ‖
‖        14 |   1165 |               1023 |   3.038e-02 |           12.6145 ‖
‖        15 |   1585 |               1572 |   2.974e-02 |            9.3838 ‖
‖        16 |   1926 |               2193 |   2.937e-02 |            7.2255 ‖
‖        17 |   2545 |               2545 |   2.896e-02 |            6.3649 ‖
‖        18 |   2975 |               3078 |   2.858e-02 |            5.5062 ‖
‖        19 |   3558 |               3452 |   2.836e-02 |            4.9610 ‖
‖        20 |   4218 |               3796 |   2.784e-02 |            4.3692 ‖
‖        21 |   4978 |               4010 |   2.761e-02 |            4.1833 ‖
‖        22 |   5446 |               4528 |   2.725e-02 |            3.7615 ‖
‖        23 |   6212 |               4756 |   2.696e-02 |            3.6368 ‖
‖        24 |   6972 |               5007 |   2.669e-02 |            3.3775 ‖
‖        25 |   7811 |               5166 |   2.647e-02 |            3.3100 ‖
‖        26 |   8373 |               5618 |   2.617e-02 |            2.9507 ‖
‖        27 |   9138 |               5828 |   2.598e-02 |            2.8902 ‖
‖        28 |   9890 |               6088 |   2.576e-02 |            2.7300 ‖
‖        29 |  10677 |               6308 |   2.558e-02 |            2.6516 ‖
‖        30 |  11478 |               6523 |   2.535e-02 |            2.5609 ‖
‖        31 |  12139 |               6843 |   2.514e-02 |            2.4135 ‖
‖        32 |  12949 |               7039 |   2.494e-02 |            2.3672 ‖
‖        33 |  13752 |               7251 |   2.478e-02 |            2.3200 ‖
‖        34 |  14696 |               7313 |   2.460e-02 |            2.3171 ‖
‖        35 |  15334 |               7693 |   2.438e-02 |            2.1134 ‖
‖        36 |  16118 |               7893 |   2.421e-02 |            2.0473 ‖
‖        37 |  17000 |               8023 |   2.405e-02 |            2.0145 ‖
‖        38 |  17787 |               8259 |   2.387e-02 |            1.9859 ‖
‖        39 |  18639 |               8418 |   2.372e-02 |            1.9814 ‖
‖        40 |  19001 |               9059 |   2.356e-02 |            1.8135 ‖
‖        41 |  19273 |               9674 |   2.351e-02 |            1.7820 ‖
‖        42 |  19679 |              10182 |   2.352e-02 |            1.7274 ‖
‖        43 |  20355 |              10483 |   2.351e-02 |            1.7201 ‖
‖        44 |  21126 |              10710 |   2.345e-02 |            1.6857 ‖
‖        45 |  21585 |              11225 |   2.340e-02 |            1.5919 ‖
‖        46 |  22334 |              11453 |   2.337e-02 |            1.5911 ‖
‖        47 |  22872 |              11918 |   2.332e-02 |            1.5332 ‖
‖        48 |  23351 |              12402 |   2.328e-02 |            1.4971 ‖
‖        49 |  23948 |              12786 |   2.322e-02 |            1.4735 ‖
‖        50 |  24303 |              13400 |   2.318e-02 |            1.4657 ‖
‖        51 |  24801 |              13857 |   2.315e-02 |            1.4651 ‖
‖        52 |  24987 |              14621 |   2.312e-02 |            1.3858 ‖
‖        53 |  25256 |              15265 |   2.311e-02 |            1.3823 ‖
‖        54 |  25726 |              15768 |   2.307e-02 |            1.3656 ‖
‖        55 |  26312 |              16158 |   2.304e-02 |            1.3626 ‖
‖        56 |  27138 |              16317 |   2.299e-02 |            1.3625 ‖
‖        57 |  27757 |              16710 |   2.291e-02 |            1.3318 ‖
‖        58 |  28313 |              17154 |   2.286e-02 |            1.3063 ‖
‖        59 |  29025 |              17436 |   2.277e-02 |            1.3012 ‖
‖        60 |  29505 |              17942 |   2.272e-02 |            1.2976 ‖
‖        61 |  30000 |              18429 |   2.269e-02 |            1.2969 ‖
‖        62 |  30313 |              19064 |   2.265e-02 |            1.2449 ‖
‖        63 |  30528 |              19761 |   2.261e-02 |            1.1855 ‖
‖        64 |  31008 |              20218 |   2.257e-02 |            1.1792 ‖
‖        65 |  31285 |              20899 |   2.253e-02 |            1.1073 ‖
‖        66 |  31807 |              21362 |   2.248e-02 |            1.1070 ‖
‖        67 |  32046 |              22095 |   2.243e-02 |            1.0778 ‖
‖        68 |  32452 |              22666 |   2.243e-02 |            1.0774 ‖
‖        69 |  32843 |              23219 |   2.240e-02 |            1.0774 ‖
‖        70 |  32931 |              24063 |   2.237e-02 |            1.0563 ‖
‖        71 |  33128 |              24770 |   2.237e-02 |            1.0472 ‖
‖        72 |  33524 |              25293 |   2.232e-02 |            1.0430 ‖
‖        73 |  33968 |              25798 |   2.230e-02 |            1.0419 ‖
‖        74 |  34524 |              26192 |   2.227e-02 |            1.0418 ‖
‖        75 |  34693 |              26935 |   2.220e-02 |            0.9844 ‖
‖        76 |  35049 |              27522 |   2.217e-02 |            0.9844 ‖
‖        77 |  35269 |              28210 |   2.214e-02 |            0.9661 ‖
‖        78 |  35552 |              28865 |   2.210e-02 |            0.9396 ‖
‖        79 |  35821 |              29517 |   2.207e-02 |            0.9351 ‖
‖        80 |  36175 |              30136 |   2.202e-02 |            0.9284 ‖
‖        81 |  36571 |              30698 |   2.200e-02 |            0.9235 ‖
‖        82 |  37001 |              31226 |   2.197e-02 |            0.9109 ‖
‖        83 |  37548 |              31665 |   2.193e-02 |            0.9109 ‖
‖        84 |  38045 |              32146 |   2.190e-02 |            0.9108 ‖
‖        85 |  38267 |              32887 |   2.187e-02 |            0.8503 ‖
‖        86 |  38487 |              33585 |   2.185e-02 |            0.8395 ‖
‖        87 |  38838 |              34193 |   2.184e-02 |            0.8369 ‖
‖        88 |  39288 |              34722 |   2.183e-02 |            0.8369 ‖
‖        89 |  39432 |              35551 |   2.181e-02 |            0.8125 ‖
‖        90 |  39540 |              36337 |   2.182e-02 |            0.7975 ‖
‖        91 |  39725 |              37101 |   2.182e-02 |            0.7809 ‖
‖        92 |  39862 |              37873 |   2.184e-02 |            0.7610 ‖
‖        93 |  40109 |              38562 |   2.183e-02 |            0.7559 ‖
‖        94 |  40633 |              38992 |   2.183e-02 |            0.7559 ‖
‖        95 |  40993 |              39609 |   2.182e-02 |            0.7546 ‖
‖        96 |  41312 |              40258 |   2.182e-02 |            0.7503 ‖
‖        97 |  41544 |              40947 |   2.182e-02 |            0.7483 ‖
‖        98 |  41967 |              41482 |   2.182e-02 |            0.7481 ‖
‖        99 |  42171 |              42222 |   2.180e-02 |            0.7076 ‖
‖       100 |  42542 |              42784 |   2.179e-02 |            0.7057 ‖
‖       101 |  42871 |              43409 |   2.178e-02 |            0.7039 ‖
‖       102 |  43284 |              43952 |   2.175e-02 |            0.6970 ‖
‖       103 |  43829 |              44361 |   2.173e-02 |            0.6970 ‖
‖       104 |  44185 |              44964 |   2.170e-02 |            0.6955 ‖
‖       105 |  44535 |              45580 |   2.169e-02 |            0.6939 ‖
‖       106 |  44892 |              46165 |   2.166e-02 |            0.6938 ‖
‖       107 |  45247 |              46751 |   2.166e-02 |            0.6933 ‖
‖       108 |  45545 |              47403 |   2.164e-02 |            0.6933 ‖
‖       109 |  45605 |              48272 |   2.163e-02 |            0.6729 ‖
‖       110 |  45847 |              48929 |   2.160e-02 |            0.6729 ‖
‖       111 |  45969 |              49734 |   2.160e-02 |            0.6571 ‖
‖       112 |  46195 |              50454 |   2.159e-02 |            0.6540 ‖
‖       113 |  46404 |              51179 |   2.158e-02 |            0.6510 ‖
‖       114 |  46641 |              51896 |   2.156e-02 |            0.6509 ‖
‖       115 |  46896 |              52580 |   2.155e-02 |            0.6476 ‖
‖       116 |  47105 |              53330 |   2.153e-02 |            0.6466 ‖
‖       117 |  47259 |              54095 |   2.152e-02 |            0.6461 ‖
‖       118 |  47493 |              54825 |   2.152e-02 |            0.6455 ‖
‖       119 |  47595 |              55630 |   2.151e-02 |            0.6264 ‖
‖       120 |  47907 |              56241 |   2.152e-02 |            0.6263 ‖
‖       121 |  47987 |              57081 |   2.149e-02 |            0.5896 ‖
‖       122 |  48249 |              57745 |   2.147e-02 |            0.5861 ‖
‖       123 |  48469 |              58435 |   2.146e-02 |            0.5861 ‖
‖       124 |  48490 |              59327 |   2.145e-02 |            0.5571 ‖
‖       125 |  48409 |              60328 |   2.145e-02 |            0.5402 ‖
‖       126 |  48246 |              61370 |   2.145e-02 |            0.5398 ‖
‖       127 |  48428 |              62072 |   2.145e-02 |            0.5397 ‖
‖       128 |  48601 |              62798 |   2.144e-02 |            0.5215 ‖
‖       129 |  48844 |              63476 |   2.142e-02 |            0.5212 ‖
‖       130 |  49180 |              64080 |   2.141e-02 |            0.5209 ‖
‖       131 |  49485 |              64723 |   2.139e-02 |            0.5208 ‖
‖       132 |  49985 |              65179 |   2.138e-02 |            0.5207 ‖
‖       133 |  50134 |              65937 |   2.135e-02 |            0.5080 ‖
‖       134 |  50241 |              66759 |   2.133e-02 |            0.5001 ‖
‖       135 |  50296 |              67616 |   2.132e-02 |            0.4945 ‖
‖       136 |  50350 |              68503 |   2.131e-02 |            0.4942 ‖
‖       137 |  50544 |              69231 |   2.130e-02 |            0.4916 ‖
‖       138 |  50629 |              70076 |   2.130e-02 |            0.4913 ‖
‖       139 |  50658 |              70964 |   2.129e-02 |            0.4911 ‖
‖       140 |  50897 |              71623 |   2.130e-02 |            0.4911 ‖
‖       141 |  50933 |              72489 |   2.129e-02 |            0.4705 ‖
‖       142 |  51095 |              73255 |   2.127e-02 |            0.4704 ‖
‖       143 |  51301 |              73966 |   2.129e-02 |            0.4704 ‖
‖       144 |  51336 |              74843 |   2.129e-02 |            0.4642 ‖
‖       145 |  51243 |              75823 |   2.129e-02 |            0.4570 ‖
‖       146 |  51203 |              76762 |   2.130e-02 |            0.4526 ‖
‖       147 |  51062 |              77775 |   2.131e-02 |            0.4508 ‖
‖       148 |  51053 |              78694 |   2.132e-02 |            0.4506 ‖
‖       149 |  50878 |              79756 |   2.133e-02 |            0.4470 ‖
‖       150 |  50836 |              80711 |   2.134e-02 |            0.4448 ‖
‖       151 |  50845 |              81609 |   2.136e-02 |            0.4416 ‖
‖       152 |  50772 |              82577 |   2.136e-02 |            0.4370 ‖
‖       153 |  50823 |              83426 |   2.137e-02 |            0.4370 ‖
‖       154 |  50864 |              84319 |   2.137e-02 |            0.4369 ‖
‖       155 |  51079 |              85048 |   2.137e-02 |            0.4368 ‖
‖       156 |  51212 |              85844 |   2.138e-02 |            0.4368 ‖
‖       157 |  51461 |              86530 |   2.139e-02 |            0.4368 ‖
‖       158 |  51434 |              87477 |   2.139e-02 |            0.4050 ‖
‖       159 |  51564 |              88245 |   2.140e-02 |            0.3996 ‖
‖       160 |  51787 |              88965 |   2.140e-02 |            0.3985 ‖
‖       161 |  51963 |              89715 |   2.141e-02 |            0.3956 ‖
‖       162 |  51991 |              90583 |   2.141e-02 |            0.3955 ‖
‖       163 |  52175 |              91338 |   2.141e-02 |            0.3955 ‖
‖       164 |  52290 |              92148 |   2.140e-02 |            0.3863 ‖
‖       165 |  52444 |              92911 |   2.139e-02 |            0.3857 ‖
‖       166 |  52608 |              93646 |   2.139e-02 |            0.3755 ‖
‖       167 |  52817 |              94360 |   2.138e-02 |            0.3672 ‖
‖       168 |  52998 |              95133 |   2.137e-02 |            0.3582 ‖
‖       169 |  53028 |              95990 |   2.137e-02 |            0.3495 ‖
‖       170 |  53100 |              96834 |   2.136e-02 |            0.3494 ‖
‖       171 |  53234 |              97611 |   2.135e-02 |            0.3494 ‖
‖       172 |  53520 |              98258 |   2.135e-02 |            0.3494 ‖
‖       173 |  53727 |              98980 |   2.134e-02 |            0.3489 ‖
‖       174 |  54019 |              99631 |   2.133e-02 |            0.3489 ‖
‖       175 |  54159 |             100434 |   2.132e-02 |            0.3464 ‖
‖       176 |  54313 |             101181 |   2.131e-02 |            0.3451 ‖
‖       177 |  54584 |             101858 |   2.130e-02 |            0.3432 ‖
‖       178 |  54740 |             102606 |   2.130e-02 |            0.3425 ‖
‖       179 |  54890 |             103390 |   2.129e-02 |            0.3399 ‖
‖       180 |  54889 |             104276 |   2.129e-02 |            0.3208 ‖
‖       181 |  54983 |             105107 |   2.128e-02 |            0.3192 ‖
‖       182 |  55292 |             105728 |   2.126e-02 |            0.3192 ‖
‖       183 |  55525 |             106422 |   2.125e-02 |            0.3185 ‖
‖       184 |  55563 |             107281 |   2.124e-02 |            0.3155 ‖
‖       185 |  55566 |             108179 |   2.123e-02 |            0.3155 ‖
‖       186 |  55519 |             109135 |   2.123e-02 |            0.3155 ‖
‖       187 |  55520 |             110049 |   2.121e-02 |            0.3155 ‖
‖       188 |  55534 |             110936 |   2.121e-02 |            0.3154 ‖
‖       189 |  55526 |             111837 |   2.120e-02 |            0.3147 ‖
‖       190 |  55476 |             112790 |   2.119e-02 |            0.3140 ‖
‖       191 |  55411 |             113733 |   2.121e-02 |            0.3133 ‖
‖       192 |  55415 |             114664 |   2.119e-02 |            0.3131 ‖
‖       193 |  55355 |             115564 |   2.120e-02 |            0.3129 ‖
‖       194 |  55564 |             116285 |   2.121e-02 |            0.3121 ‖
‖       195 |  55582 |             117148 |   2.121e-02 |            0.3121 ‖
‖       196 |  55585 |             118054 |   2.120e-02 |            0.3115 ‖
‖       197 |  55378 |             119164 |   2.119e-02 |            0.3027 ‖
‖       198 |  55161 |             120219 |   2.119e-02 |            0.3027 ‖
‖       199 |  55051 |             121231 |   2.119e-02 |            0.2966 ‖
‖       200 |  54931 |             122172 |   2.120e-02 |            0.2905 ‖
‖       201 |  54902 |             123104 |   2.120e-02 |            0.2889 ‖
‖       202 |  54850 |             124042 |   2.119e-02 |            0.2865 ‖
‖       203 |  54881 |             124881 |   2.119e-02 |            0.2865 ‖
‖       204 |  54908 |             125754 |   2.118e-02 |            0.2865 ‖
‖       205 |  54837 |             126699 |   2.118e-02 |            0.2839 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.043 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2146.vnnlib: unknown
--- Verification time: 20.0571 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (242/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_287.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_287.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_287.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.558e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_287.vnnlib: unsat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (243/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1578.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1578.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1578.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.313e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1578.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (244/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2182.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2182.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2182.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.632e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2182.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (245/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2583.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2583.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2583.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.650e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.580e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.490e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.455e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.394e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.302e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.213e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.124e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.048e-02 |           99.9999 ‖
‖        10 |    511 |                  1 |   2.971e-02 |           99.7745 ‖
‖        11 |   1012 |                 11 |   2.892e-02 |           98.4998 ‖
‖        12 |   1960 |                 73 |   2.815e-02 |           94.8781 ‖
‖        13 |   2752 |                295 |   2.751e-02 |           88.5249 ‖
‖        14 |   3741 |                329 |   2.716e-02 |           87.3583 ‖
‖        15 |   4619 |                454 |   2.692e-02 |           86.1304 ‖
‖        16 |   5276 |                808 |   2.655e-02 |           80.8118 ‖
‖        17 |   6256 |                844 |   2.636e-02 |           80.3557 ‖
‖        18 |   7128 |                988 |   2.613e-02 |           78.4614 ‖
‖        19 |   8085 |               1054 |   2.592e-02 |           77.4208 ‖
‖        20 |   9077 |               1085 |   2.574e-02 |           76.9162 ‖
‖        21 |  10031 |               1144 |   2.556e-02 |           76.4647 ‖
‖        22 |  11039 |               1160 |   2.542e-02 |           76.2016 ‖
‖        23 |  12062 |               1161 |   2.530e-02 |           76.1411 ‖
‖        24 |  12450 |               1737 |   2.518e-02 |           72.8510 ‖
‖        25 |  13312 |               1886 |   2.507e-02 |           71.9229 ‖
‖        26 |  14203 |               2016 |   2.496e-02 |           70.9924 ‖
‖        27 |  15155 |               2084 |   2.485e-02 |           70.6353 ‖
‖        28 |  16062 |               2194 |   2.475e-02 |           70.6334 ‖
‖        29 |  16614 |               2644 |   2.462e-02 |           68.5460 ‖
‖        30 |  17468 |               2792 |   2.452e-02 |           68.2752 ‖
‖        31 |  18437 |               2838 |   2.436e-02 |           68.1122 ‖
‖        32 |  19232 |               3062 |   2.418e-02 |           66.4920 ‖
‖        33 |  20178 |               3136 |   2.403e-02 |           66.1565 ‖
‖        34 |  20928 |               3392 |   2.389e-02 |           65.4256 ‖
‖        35 |  21506 |               3804 |   2.382e-02 |           65.0557 ‖
‖        36 |  21855 |               4421 |   2.387e-02 |           64.9834 ‖
‖        37 |  22253 |               4977 |   2.393e-02 |           64.4855 ‖
‖        38 |  22937 |               5278 |   2.396e-02 |           64.0875 ‖
‖        39 |  23842 |               5379 |   2.394e-02 |           64.0656 ‖
‖        40 |  24774 |               5463 |   2.391e-02 |           63.7763 ‖
‖        41 |  25758 |               5497 |   2.387e-02 |           63.6771 ‖
‖        42 |  26743 |               5532 |   2.383e-02 |           63.6718 ‖
‖        43 |  27659 |               5634 |   2.378e-02 |           63.3715 ‖
‖        44 |  28600 |               5709 |   2.370e-02 |           63.2526 ‖
‖        45 |  29561 |               5762 |   2.363e-02 |           63.2240 ‖
‖        46 |  30256 |               6059 |   2.355e-02 |           62.4405 ‖
‖        47 |  31024 |               6289 |   2.345e-02 |           61.9240 ‖
‖        48 |  31836 |               6481 |   2.336e-02 |           61.5564 ‖
‖        49 |  32721 |               6616 |   2.326e-02 |           61.2706 ‖
‖        50 |  33711 |               6648 |   2.317e-02 |           61.2707 ‖
‖        51 |  34393 |               6973 |   2.308e-02 |           60.4529 ‖
‖        52 |  34989 |               7364 |   2.302e-02 |           60.1625 ‖
‖        53 |  35464 |               7854 |   2.301e-02 |           59.9643 ‖
‖        54 |  35728 |               8551 |   2.303e-02 |           59.6519 ‖
‖        55 |  36094 |               9136 |   2.309e-02 |           59.5382 ‖
‖        56 |  36798 |               9409 |   2.312e-02 |           59.4903 ‖
‖        57 |  37594 |               9620 |   2.313e-02 |           59.4890 ‖
‖        58 |  38496 |               9726 |   2.313e-02 |           59.4875 ‖
‖        59 |  39045 |              10157 |   2.309e-02 |           58.5067 ‖
‖        60 |  39672 |              10518 |   2.305e-02 |           58.1806 ‖
‖        61 |  40154 |              11011 |   2.302e-02 |           57.7639 ‖
‖        62 |  40742 |              11393 |   2.302e-02 |           57.6513 ‖
‖        63 |  41312 |              11800 |   2.301e-02 |           57.6514 ‖
‖        64 |  41899 |              12188 |   2.300e-02 |           57.5865 ‖
‖        65 |  42451 |              12608 |   2.299e-02 |           57.5554 ‖
‖        66 |  42884 |              13136 |   2.296e-02 |           57.5554 ‖
‖        67 |  43059 |              13903 |   2.295e-02 |           56.3129 ‖
‖        68 |  43326 |              14593 |   2.294e-02 |           55.9548 ‖
‖        69 |  43541 |              15335 |   2.293e-02 |           55.6015 ‖
‖        70 |  43903 |              15919 |   2.294e-02 |           55.1753 ‖
‖        71 |  44105 |              16676 |   2.295e-02 |           55.1000 ‖
‖        72 |  44144 |              17559 |   2.297e-02 |           54.7966 ‖
‖        73 |  44424 |              18218 |   2.299e-02 |           54.7492 ‖
‖        74 |  44579 |              19045 |   2.300e-02 |           54.5386 ‖
‖        75 |  44822 |              19748 |   2.303e-02 |           53.9925 ‖
‖        76 |  45348 |              20195 |   2.303e-02 |           53.9186 ‖
‖        77 |  46113 |              20417 |   2.305e-02 |           53.7733 ‖
‖        78 |  46964 |              20570 |   2.305e-02 |           53.6746 ‖
‖        79 |  47828 |              20721 |   2.304e-02 |           53.4070 ‖
‖        80 |  48735 |              20828 |   2.303e-02 |           53.2094 ‖
‖        81 |  49515 |              21065 |   2.300e-02 |           52.6660 ‖
‖        82 |  50430 |              21160 |   2.298e-02 |           52.5540 ‖
‖        83 |  51321 |              21280 |   2.296e-02 |           52.4474 ‖
‖        84 |  52189 |              21418 |   2.293e-02 |           52.4424 ‖
‖        85 |  52990 |              21620 |   2.291e-02 |           52.4343 ‖
‖        86 |  53579 |              22024 |   2.288e-02 |           51.9406 ‖
‖        87 |  54257 |              22335 |   2.286e-02 |           51.9336 ‖
‖        88 |  54754 |              22820 |   2.284e-02 |           51.6672 ‖
‖        89 |  55245 |              23304 |   2.283e-02 |           51.5557 ‖
‖        90 |  55664 |              23851 |   2.283e-02 |           51.5110 ‖
‖        91 |  56012 |              24459 |   2.284e-02 |           51.4315 ‖
‖        92 |  56558 |              24877 |   2.284e-02 |           51.3957 ‖
‖        93 |  57235 |              25182 |   2.283e-02 |           51.3844 ‖
‖        94 |  57965 |              25447 |   2.280e-02 |           51.1511 ‖
‖        95 |  58786 |              25617 |   2.278e-02 |           50.9569 ‖
‖        96 |  59617 |              25788 |   2.275e-02 |           50.9554 ‖
‖        97 |  60307 |              26097 |   2.271e-02 |           50.5884 ‖
‖        98 |  61002 |              26391 |   2.269e-02 |           50.4710 ‖
‖        99 |  61544 |              26813 |   2.266e-02 |           50.4679 ‖
‖       100 |  62053 |              27285 |   2.266e-02 |           50.4166 ‖
‖       101 |  62492 |              27821 |   2.266e-02 |           50.4166 ‖
‖       102 |  62820 |              28431 |   2.265e-02 |           50.3390 ‖
‖       103 |  63331 |              28886 |   2.265e-02 |           50.2168 ‖
‖       104 |  64035 |              29172 |   2.260e-02 |           50.2149 ‖
‖       105 |  64550 |              29628 |   2.258e-02 |           49.9618 ‖
‖       106 |  65203 |              29967 |   2.254e-02 |           49.9426 ‖
‖       107 |  65614 |              30510 |   2.252e-02 |           49.8875 ‖
‖       108 |  66004 |              31074 |   2.252e-02 |           49.7884 ‖
‖       109 |  66460 |              31580 |   2.249e-02 |           49.7882 ‖
‖       110 |  66672 |              32299 |   2.249e-02 |           49.6109 ‖
‖       111 |  66989 |              32956 |   2.248e-02 |           49.5272 ‖
‖       112 |  67245 |              33667 |   2.245e-02 |           49.5245 ‖
‖       113 |  67664 |              34163 |   2.247e-02 |           49.5236 ‖
‖       114 |  68075 |              34725 |   2.247e-02 |           49.5235 ‖
‖       115 |  68231 |              35506 |   2.247e-02 |           49.4423 ‖
‖       116 |  68267 |              36396 |   2.248e-02 |           49.0566 ‖
‖       117 |  68220 |              37381 |   2.250e-02 |           48.9462 ‖
‖       118 |  68329 |              38191 |   2.252e-02 |           48.7595 ‖
‖       119 |  68679 |              38800 |   2.254e-02 |           48.7143 ‖
‖       120 |  69074 |              39371 |   2.255e-02 |           48.5830 ‖
‖       121 |  69757 |              39667 |   2.256e-02 |           48.5744 ‖
‖       122 |  70432 |              39980 |   2.256e-02 |           48.3687 ‖
‖       123 |  71273 |              40148 |   2.255e-02 |           48.1996 ‖
‖       124 |  72062 |              40374 |   2.254e-02 |           47.9688 ‖
‖       125 |  72857 |              40589 |   2.252e-02 |           47.8764 ‖
‖       126 |  73430 |              41006 |   2.251e-02 |           47.8350 ‖
‖       127 |  73811 |              41597 |   2.252e-02 |           47.7751 ‖
‖       128 |  74191 |              42168 |   2.253e-02 |           47.7605 ‖
‖       129 |  74744 |              42572 |   2.254e-02 |           47.7420 ‖
‖       130 |  75382 |              42914 |   2.255e-02 |           47.7206 ‖
‖       131 |  76064 |              43219 |   2.256e-02 |           47.7028 ‖
‖       132 |  76815 |              43469 |   2.256e-02 |           47.6951 ‖
‖       133 |  77331 |              43920 |   2.256e-02 |           47.3829 ‖
‖       134 |  77977 |              44266 |   2.256e-02 |           47.3807 ‖
‖       135 |  78553 |              44672 |   2.256e-02 |           47.2547 ‖
‖       136 |  79169 |              45031 |   2.256e-02 |           47.2184 ‖
‖       137 |  79499 |              45677 |   2.255e-02 |           47.0412 ‖
‖       138 |  79977 |              46163 |   2.255e-02 |           46.9566 ‖
‖       139 |  80407 |              46708 |   2.254e-02 |           46.8456 ‖
‖       140 |  80927 |              47167 |   2.254e-02 |           46.7103 ‖
‖       141 |  81343 |              47693 |   2.255e-02 |           46.6751 ‖
‖       142 |  81882 |              48121 |   2.256e-02 |           46.6543 ‖
‖       143 |  82304 |              48665 |   2.257e-02 |           46.5627 ‖
‖       144 |  82774 |              49176 |   2.257e-02 |           46.5245 ‖
‖       145 |  83239 |              49665 |   2.258e-02 |           46.5183 ‖
‖       146 |  83841 |              50037 |   2.259e-02 |           46.5029 ‖
‖       147 |  84513 |              50345 |   2.259e-02 |           46.4978 ‖
‖       148 |  85063 |              50788 |   2.259e-02 |           46.4976 ‖
‖       149 |  85375 |              51423 |   2.259e-02 |           46.3510 ‖
‖       150 |  85437 |              52291 |   2.259e-02 |           45.7910 ‖
‖       151 |  85776 |              52886 |   2.259e-02 |           45.5026 ‖
‖       152 |  86217 |              53412 |   2.259e-02 |           45.3166 ‖
‖       153 |  86492 |              54117 |   2.259e-02 |           45.1647 ‖
‖       154 |  86726 |              54822 |   2.259e-02 |           44.7729 ‖
‖       155 |  87179 |              55325 |   2.260e-02 |           44.5982 ‖
‖       156 |  87780 |              55707 |   2.260e-02 |           44.5282 ‖
‖       157 |  88383 |              56066 |   2.260e-02 |           44.4526 ‖
‖       158 |  88991 |              56440 |   2.260e-02 |           44.3479 ‖
‖       159 |  89660 |              56754 |   2.259e-02 |           44.2889 ‖
‖       160 |  90474 |              56937 |   2.258e-02 |           44.2596 ‖
‖       161 |  91140 |              57257 |   2.257e-02 |           43.9580 ‖
‖       162 |  91919 |              57475 |   2.256e-02 |           43.8158 ‖
‖       163 |  92738 |              57660 |   2.255e-02 |           43.7910 ‖
‖       164 |  93466 |              57938 |   2.253e-02 |           43.6997 ‖
‖       165 |  94141 |              58262 |   2.252e-02 |           43.5089 ‖
‖       166 |  94953 |              58454 |   2.251e-02 |           43.4760 ‖
‖       167 |  95618 |              58784 |   2.250e-02 |           43.3642 ‖
‖       168 |  96504 |              58915 |   2.247e-02 |           43.3267 ‖
‖       169 |  97264 |              59160 |   2.245e-02 |           43.2841 ‖
‖       170 |  97796 |              59607 |   2.245e-02 |           43.2057 ‖
‖       171 |  98197 |              60169 |   2.244e-02 |           43.1621 ‖
‖       172 |  98394 |              60914 |   2.245e-02 |           43.0430 ‖
‖       173 |  98855 |              61401 |   2.246e-02 |           42.9976 ‖
‖       174 |  99554 |              61674 |   2.245e-02 |           42.9845 ‖
‖       175 | 100044 |              62158 |   2.244e-02 |           42.6750 ‖
‖       176 | 100602 |              62581 |   2.243e-02 |           42.4353 ‖
‖       177 | 101138 |              63032 |   2.241e-02 |           42.3351 ‖
‖       178 | 101658 |              63480 |   2.240e-02 |           42.2437 ‖
‖       179 | 102213 |              63905 |   2.239e-02 |           42.2199 ‖
‖       180 | 102592 |              64486 |   2.239e-02 |           42.1693 ‖
‖       181 | 102960 |              65083 |   2.239e-02 |           42.0581 ‖
‖       182 | 103326 |              65671 |   2.238e-02 |           42.0229 ‖
‖       183 | 103691 |              66254 |   2.237e-02 |           41.9619 ‖
‖       184 | 104176 |              66744 |   2.237e-02 |           41.9539 ‖
‖       185 | 104467 |              67410 |   2.236e-02 |           41.9412 ‖
‖       186 | 104918 |              67910 |   2.236e-02 |           41.9175 ‖
‖       187 | 105413 |              68379 |   2.236e-02 |           41.9122 ‖
‖       188 | 105619 |              69141 |   2.235e-02 |           41.8352 ‖
‖       189 | 105816 |              69880 |   2.235e-02 |           41.6405 ‖
‖       190 | 106106 |              70533 |   2.235e-02 |           41.6360 ‖
‖       191 | 106471 |              71123 |   2.235e-02 |           41.6313 ‖
‖       192 | 106743 |              71805 |   2.235e-02 |           41.6077 ‖
‖       193 | 106942 |              72546 |   2.235e-02 |           41.4370 ‖
‖       194 | 107134 |              73278 |   2.236e-02 |           41.3273 ‖
‖       195 | 107529 |              73835 |   2.236e-02 |           41.0682 ‖
‖       196 | 108218 |              74129 |   2.235e-02 |           40.9534 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.058 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2583.vnnlib: unknown
--- Verification time: 20.0725 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (246/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_637.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_637.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_637.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.994e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.743e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.451e-02 |           75.1979 ‖
‖         4 |      5 |                  2 |   3.450e-02 |           54.6409 ‖
‖         5 |      6 |                  6 |   3.310e-02 |           31.9206 ‖
‖         6 |      9 |                  9 |   3.207e-02 |           24.1525 ‖
‖         7 |     11 |                 16 |   3.036e-02 |           14.8386 ‖
‖         8 |     10 |                 27 |   2.999e-02 |            6.6753 ‖
‖         9 |      9 |                 37 |   2.826e-02 |            2.7277 ‖
‖        10 |      9 |                 44 |   2.644e-02 |            1.1965 ‖
‖        11 |      7 |                 53 |   2.721e-02 |            0.4922 ‖
‖        12 |      4 |                 62 |   2.570e-02 |            0.1067 ‖
‖        13 |      1 |                 68 |   2.283e-02 |            0.0004 ‖
‖        14 |      0 |                 69 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.286 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_637.vnnlib: unsat
--- Verification time: 0.2967 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (247/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1803.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1803.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1803.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.854e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1803.vnnlib: unsat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (248/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3379.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3379.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3379.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.764e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.707e-02 |          100.0002 ‖
‖         3 |      4 |                  0 |   2.631e-02 |           97.6014 ‖
‖         4 |      7 |                  1 |   2.567e-02 |           77.7231 ‖
‖         5 |     10 |                  5 |   2.514e-02 |           55.3069 ‖
‖         6 |     15 |                 10 |   2.388e-02 |           35.9151 ‖
‖         7 |     18 |                 21 |   2.432e-02 |           25.4212 ‖
‖         8 |     25 |                 32 |   2.262e-02 |           14.8738 ‖
‖         9 |     28 |                 50 |   2.225e-02 |            8.8593 ‖
‖        10 |     32 |                 71 |   2.174e-02 |            5.2594 ‖
‖        11 |     37 |                 95 |   2.039e-02 |            2.7011 ‖
‖        12 |     35 |                128 |   1.945e-02 |            1.1949 ‖
‖        13 |     31 |                160 |   1.980e-02 |            0.4671 ‖
‖        14 |     23 |                192 |   1.877e-02 |            0.1576 ‖
‖        15 |     15 |                216 |   1.979e-02 |            0.0718 ‖
‖        16 |     12 |                233 |   1.957e-02 |            0.0287 ‖
‖        17 |     10 |                247 |   1.718e-02 |            0.0070 ‖
‖        18 |      3 |                262 |   1.533e-02 |            0.0010 ‖
‖        19 |      1 |                266 |   1.831e-02 |            0.0004 ‖
‖        20 |      1 |                267 |   1.794e-02 |            0.0001 ‖
‖        21 |      1 |                268 |   9.444e-03 |            0.0000 ‖
‖        22 |      0 |                269 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.532 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3379.vnnlib: unsat
--- Verification time: 0.5427 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (249/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2261.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2261.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2261.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.939e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2261.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (250/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3439.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3439.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3439.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.462e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3439.vnnlib: sat
--- Verification time: 0.0223 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (251/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5177.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5177.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5177.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.728e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.657e-02 |           90.4187 ‖
‖         3 |      2 |                  2 |   3.595e-02 |           47.9597 ‖
‖         4 |      2 |                  4 |   3.490e-02 |           17.8123 ‖
‖         5 |      1 |                  7 |   3.444e-02 |            6.2500 ‖
‖         6 |      1 |                  8 |   3.199e-02 |            0.5627 ‖
‖         7 |      0 |                  9 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.115 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5177.vnnlib: unsat
--- Verification time: 0.1261 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (252/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6970.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6970.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6970.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.220e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6970.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (253/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2537.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2537.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2537.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.737e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.635e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.520e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.465e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.400e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.323e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.240e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.149e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.061e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   2.991e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   2.926e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   2.862e-02 |           99.9849 ‖
‖        13 |   3068 |                  4 |   2.822e-02 |           99.8570 ‖
‖        14 |   4092 |                  4 |   2.795e-02 |           99.8570 ‖
‖        15 |   5116 |                  4 |   2.773e-02 |           99.8571 ‖
‖        16 |   6111 |                 33 |   2.748e-02 |           99.3638 ‖
‖        17 |   7135 |                 33 |   2.728e-02 |           99.3638 ‖
‖        18 |   8159 |                 33 |   2.709e-02 |           99.3638 ‖
‖        19 |   9183 |                 33 |   2.692e-02 |           99.3642 ‖
‖        20 |  10207 |                 33 |   2.675e-02 |           99.3647 ‖
‖        21 |  11231 |                 33 |   2.655e-02 |           99.3644 ‖
‖        22 |  12255 |                 33 |   2.640e-02 |           99.3643 ‖
‖        23 |  13279 |                 33 |   2.624e-02 |           99.3639 ‖
‖        24 |  14299 |                 37 |   2.606e-02 |           99.3390 ‖
‖        25 |  15155 |                203 |   2.588e-02 |           98.1105 ‖
‖        26 |  16156 |                220 |   2.574e-02 |           98.0228 ‖
‖        27 |  17180 |                220 |   2.557e-02 |           98.0219 ‖
‖        28 |  18204 |                220 |   2.545e-02 |           98.0169 ‖
‖        29 |  19228 |                220 |   2.532e-02 |           98.0169 ‖
‖        30 |  20252 |                220 |   2.515e-02 |           98.0173 ‖
‖        31 |  21276 |                220 |   2.503e-02 |           98.0190 ‖
‖        32 |  22300 |                220 |   2.490e-02 |           98.0194 ‖
‖        33 |  23324 |                220 |   2.473e-02 |           98.0196 ‖
‖        34 |  24348 |                220 |   2.461e-02 |           98.0197 ‖
‖        35 |  25372 |                220 |   2.448e-02 |           98.0194 ‖
‖        36 |  26396 |                220 |   2.430e-02 |           98.0195 ‖
‖        37 |  27420 |                220 |   2.421e-02 |           98.0186 ‖
‖        38 |  28444 |                220 |   2.411e-02 |           98.0183 ‖
‖        39 |  29468 |                220 |   2.394e-02 |           98.0180 ‖
‖        40 |  30492 |                220 |   2.382e-02 |           98.0179 ‖
‖        41 |  31514 |                222 |   2.370e-02 |           98.0178 ‖
‖        42 |  32538 |                222 |   2.354e-02 |           98.0177 ‖
‖        43 |  33539 |                244 |   2.344e-02 |           98.0181 ‖
‖        44 |  34561 |                245 |   2.334e-02 |           98.0188 ‖
‖        45 |  35585 |                245 |   2.320e-02 |           98.0188 ‖
‖        46 |  36609 |                245 |   2.309e-02 |           98.0196 ‖
‖        47 |  37633 |                245 |   2.301e-02 |           98.0206 ‖
‖        48 |  38652 |                250 |   2.288e-02 |           97.9973 ‖
‖        49 |  39676 |                250 |   2.276e-02 |           97.9980 ‖
‖        50 |  40700 |                250 |   2.266e-02 |           97.9982 ‖
‖        51 |  41679 |                292 |   2.254e-02 |           97.8555 ‖
‖        52 |  42314 |                679 |   2.241e-02 |           96.4798 ‖
‖        53 |  43201 |                788 |   2.229e-02 |           96.1577 ‖
‖        54 |  44150 |                863 |   2.216e-02 |           95.8483 ‖
‖        55 |  45121 |                916 |   2.207e-02 |           95.5840 ‖
‖        56 |  46141 |                919 |   2.196e-02 |           95.5635 ‖
‖        57 |  47158 |                926 |   2.184e-02 |           95.5244 ‖
‖        58 |  48182 |                926 |   2.175e-02 |           95.5249 ‖
‖        59 |  49206 |                926 |   2.165e-02 |           95.5252 ‖
‖        60 |  50195 |                961 |   2.155e-02 |           95.3679 ‖
‖        61 |  51207 |                973 |   2.148e-02 |           95.3029 ‖
‖        62 |  52231 |                973 |   2.138e-02 |           95.3004 ‖
‖        63 |  53254 |                974 |   2.128e-02 |           95.2840 ‖
‖        64 |  54278 |                974 |   2.121e-02 |           95.2838 ‖
‖        65 |  55302 |                974 |   2.112e-02 |           95.2839 ‖
‖        66 |  56326 |                974 |   2.100e-02 |           95.2840 ‖
‖        67 |  57350 |                974 |   2.092e-02 |           95.2842 ‖
‖        68 |  58374 |                974 |   2.084e-02 |           95.2844 ‖
‖        69 |  59398 |                974 |   2.074e-02 |           95.2846 ‖
‖        70 |  60422 |                974 |   2.068e-02 |           95.2851 ‖
‖        71 |  61446 |                974 |   2.059e-02 |           95.2850 ‖
‖        72 |  62469 |                975 |   2.050e-02 |           95.2847 ‖
‖        73 |  63474 |                992 |   2.045e-02 |           95.2842 ‖
‖        74 |  64392 |               1097 |   2.037e-02 |           95.2836 ‖
‖        75 |  65259 |               1239 |   2.029e-02 |           95.2797 ‖
‖        76 |  65922 |               1588 |   2.028e-02 |           95.2798 ‖
‖        77 |  66374 |               2102 |   2.031e-02 |           95.2799 ‖
‖        78 |  66800 |               2629 |   2.034e-02 |           95.2588 ‖
‖        79 |  67459 |               2924 |   2.039e-02 |           95.2530 ‖
‖        80 |  68272 |               3114 |   2.038e-02 |           95.2518 ‖
‖        81 |  69108 |               3274 |   2.037e-02 |           95.2520 ‖
‖        82 |  69950 |               3434 |   2.039e-02 |           95.2523 ‖
‖        83 |  70835 |               3548 |   2.037e-02 |           95.2527 ‖
‖        84 |  71746 |               3638 |   2.033e-02 |           95.2527 ‖
‖        85 |  72691 |               3705 |   2.030e-02 |           95.2524 ‖
‖        86 |  73662 |               3748 |   2.028e-02 |           95.2522 ‖
‖        87 |  74648 |               3778 |   2.026e-02 |           95.2519 ‖
‖        88 |  75658 |               3789 |   2.026e-02 |           95.2523 ‖
‖        89 |  76644 |               3827 |   2.023e-02 |           95.2524 ‖
‖        90 |  77652 |               3839 |   2.020e-02 |           95.2526 ‖
‖        91 |  78672 |               3841 |   2.020e-02 |           95.2529 ‖
‖        92 |  79696 |               3841 |   2.016e-02 |           95.2520 ‖
‖        93 |  80720 |               3841 |   2.011e-02 |           95.2519 ‖
‖        94 |  81744 |               3841 |   2.008e-02 |           95.2517 ‖
‖        95 |  82768 |               3841 |   2.004e-02 |           95.2515 ‖
‖        96 |  83792 |               3841 |   2.000e-02 |           95.2511 ‖
‖        97 |  84816 |               3841 |   1.998e-02 |           95.2502 ‖
‖        98 |  85840 |               3841 |   1.994e-02 |           95.2502 ‖
‖        99 |  86863 |               3842 |   1.989e-02 |           95.2502 ‖
‖       100 |  87876 |               3853 |   1.987e-02 |           95.2506 ‖
‖       101 |  88894 |               3858 |   1.983e-02 |           95.2511 ‖
‖       102 |  89918 |               3858 |   1.976e-02 |           95.2459 ‖
‖       103 |  90939 |               3861 |   1.972e-02 |           95.2459 ‖
‖       104 |  91963 |               3861 |   1.967e-02 |           95.2460 ‖
‖       105 |  92987 |               3861 |   1.961e-02 |           95.2461 ‖
‖       106 |  94011 |               3861 |   1.959e-02 |           95.2459 ‖
‖       107 |  94989 |               3907 |   1.955e-02 |           95.2458 ‖
‖       108 |  96009 |               3909 |   1.950e-02 |           95.2460 ‖
‖       109 |  97033 |               3909 |   1.948e-02 |           95.2459 ‖
‖       110 |  98057 |               3909 |   1.943e-02 |           95.2460 ‖
‖       111 |  99081 |               3909 |   1.936e-02 |           95.2460 ‖
‖       112 | 100105 |               3909 |   1.932e-02 |           95.2459 ‖
‖       113 | 101129 |               3909 |   1.926e-02 |           95.2458 ‖
‖       114 | 102153 |               3909 |   1.920e-02 |           95.2459 ‖
‖       115 | 103172 |               3914 |   1.918e-02 |           95.2459 ‖
‖       116 | 104175 |               3935 |   1.913e-02 |           95.2459 ‖
‖       117 | 105127 |               4007 |   1.908e-02 |           95.2459 ‖
‖       118 | 105892 |               4255 |   1.908e-02 |           95.2458 ‖
‖       119 | 106446 |               4692 |   1.908e-02 |           95.2458 ‖
‖       120 | 107166 |               4968 |   1.906e-02 |           95.2449 ‖
‖       121 | 108034 |               5109 |   1.906e-02 |           95.2450 ‖
‖       122 | 108962 |               5198 |   1.903e-02 |           95.2449 ‖
‖       123 | 109920 |               5260 |   1.899e-02 |           95.2448 ‖
‖       124 | 110899 |               5303 |   1.899e-02 |           95.2449 ‖
‖       125 | 111911 |               5313 |   1.895e-02 |           95.2449 ‖
‖       126 | 112921 |               5323 |   1.892e-02 |           95.2449 ‖
‖       127 | 113942 |               5326 |   1.891e-02 |           95.2448 ‖
‖       128 | 114964 |               5328 |   1.888e-02 |           95.2449 ‖
‖       129 | 115943 |               5367 |   1.883e-02 |           95.1972 ‖
‖       130 | 116967 |               5367 |   1.881e-02 |           95.1971 ‖
‖       131 | 117991 |               5367 |   1.876e-02 |           95.1971 ‖
‖       132 | 118683 |               5694 |   1.871e-02 |           94.6456 ‖
‖       133 | 119362 |               5982 |   1.866e-02 |           94.2630 ‖
‖       134 | 120222 |               6143 |   1.861e-02 |           93.9936 ‖
‖       135 | 121043 |               6322 |   1.857e-02 |           93.7138 ‖
‖       136 | 122067 |               6322 |   1.852e-02 |           93.7138 ‖
‖       137 | 122839 |               6569 |   1.847e-02 |           93.2962 ‖
‖       138 | 123806 |               6612 |   1.844e-02 |           93.2885 ‖
‖       139 | 124757 |               6682 |   1.839e-02 |           93.2885 ‖
‖       140 | 125362 |               7089 |   1.836e-02 |           92.8202 ‖
‖       141 | 125914 |               7545 |   1.835e-02 |           92.4671 ‖
‖       142 | 126422 |               8012 |   1.832e-02 |           92.4524 ‖
‖       143 | 126995 |               8415 |   1.833e-02 |           92.2887 ‖
‖       144 | 127730 |               8689 |   1.832e-02 |           92.2887 ‖
‖       145 | 128504 |               8921 |   1.828e-02 |           92.2887 ‖
‖       146 | 129261 |               9161 |   1.827e-02 |           92.1712 ‖
‖       147 | 130171 |               9259 |   1.826e-02 |           92.1712 ‖
‖       148 | 131135 |               9315 |   1.820e-02 |           92.1712 ‖
‖       149 | 132150 |               9323 |   1.819e-02 |           92.1711 ‖
‖       150 | 133172 |               9325 |   1.818e-02 |           92.1712 ‖
‖       151 | 134196 |               9325 |   1.812e-02 |           92.1712 ‖
‖       152 | 135220 |               9325 |   1.811e-02 |           92.1712 ‖
‖       153 | 136244 |               9325 |   1.809e-02 |           92.1712 ‖
‖       154 | 137264 |               9329 |   1.803e-02 |           92.1712 ‖
‖       155 | 138019 |               9591 |   1.800e-02 |           91.7608 ‖
‖       156 | 138978 |               9650 |   1.797e-02 |           91.7608 ‖
‖       157 | 139867 |               9772 |   1.792e-02 |           91.7609 ‖
‖       158 | 140511 |              10145 |   1.791e-02 |           91.3984 ‖
‖       159 | 141183 |              10483 |   1.792e-02 |           91.2460 ‖
‖       160 | 141830 |              10842 |   1.788e-02 |           91.2440 ‖
‖       161 | 142435 |              11247 |   1.789e-02 |           91.1729 ‖
‖       162 | 143055 |              11628 |   1.789e-02 |           91.1730 ‖
‖       163 | 143649 |              12021 |   1.786e-02 |           91.1730 ‖
‖       164 | 144216 |              12444 |   1.787e-02 |           91.0100 ‖
‖       165 | 144952 |              12691 |   1.786e-02 |           91.0099 ‖
‖       166 | 145789 |              12852 |   1.781e-02 |           91.0099 ‖
‖       167 | 146751 |              12907 |   1.780e-02 |           90.9317 ‖
‖       168 | 147756 |              12925 |   1.780e-02 |           90.9288 ‖
‖       169 | 148716 |              12986 |   1.774e-02 |           90.9288 ‖
‖       170 | 149625 |              13099 |   1.774e-02 |           90.9257 ‖
‖       171 | 150430 |              13312 |   1.772e-02 |           90.9257 ‖
‖       172 | 151198 |              13560 |   1.768e-02 |           90.9257 ‖
‖       173 | 151874 |              13899 |   1.768e-02 |           90.9242 ‖
‖       174 | 152504 |              14247 |   1.767e-02 |           90.9243 ‖
‖       175 | 153112 |              14629 |   1.764e-02 |           90.9243 ‖
‖       176 | 153765 |              14973 |   1.765e-02 |           90.9242 ‖
‖       177 | 154486 |              15239 |   1.766e-02 |           90.9241 ‖
‖       178 | 155318 |              15409 |   1.761e-02 |           90.9242 ‖
‖       179 | 156173 |              15564 |   1.760e-02 |           90.9241 ‖
‖       180 | 157012 |              15739 |   1.759e-02 |           90.9242 ‖
‖       181 | 157756 |              16002 |   1.755e-02 |           90.9242 ‖
‖       182 | 158544 |              16220 |   1.756e-02 |           90.9242 ‖
‖       183 | 159280 |              16492 |   1.753e-02 |           90.9241 ‖
‖       184 | 159923 |              16839 |   1.751e-02 |           90.9241 ‖
‖       185 | 160564 |              17182 |   1.752e-02 |           90.9242 ‖
‖       186 | 161241 |              17473 |   1.754e-02 |           90.9242 ‖
‖       187 | 162006 |              17705 |   1.750e-02 |           90.9242 ‖
‖       188 | 162816 |              17900 |   1.750e-02 |           90.9242 ‖
‖       189 | 163629 |              18096 |   1.749e-02 |           90.9241 ‖
‖       190 | 164402 |              18320 |   1.744e-02 |           90.9241 ‖
‖       191 | 165154 |              18565 |   1.745e-02 |           90.9242 ‖
‖       192 | 165682 |              19005 |   1.744e-02 |           90.9243 ‖
‖       193 | 166056 |              19580 |   1.743e-02 |           90.9242 ‖
‖       194 | 166483 |              20065 |   1.746e-02 |           90.9242 ‖
‖       195 | 166972 |              20539 |   1.749e-02 |           90.9242 ‖
‖       196 | 167309 |              21153 |   1.749e-02 |           90.9242 ‖
‖       197 | 167755 |              21617 |   1.751e-02 |           90.9243 ‖
‖       198 | 168361 |              21992 |   1.751e-02 |           90.9243 ‖
‖       199 | 168469 |              22834 |   1.751e-02 |           90.8642 ‖
‖       200 | 168801 |              23398 |   1.753e-02 |           90.8640 ‖
‖       201 | 169172 |              23983 |   1.753e-02 |           90.8640 ‖
‖       202 | 169594 |              24476 |   1.754e-02 |           90.8640 ‖
‖       203 | 170298 |              24751 |   1.755e-02 |           90.8639 ‖
‖       204 | 170830 |              25206 |   1.756e-02 |           90.8640 ‖
‖       205 | 171354 |              25651 |   1.758e-02 |           90.8640 ‖
‖       206 | 171908 |              26082 |   1.760e-02 |           90.7470 ‖
‖       207 | 172543 |              26426 |   1.761e-02 |           90.6791 ‖
‖       208 | 173183 |              26771 |   1.763e-02 |           90.5804 ‖
‖       209 | 173869 |              27057 |   1.766e-02 |           90.5294 ‖
‖       210 | 174660 |              27244 |   1.767e-02 |           90.5171 ‖
‖       211 | 175552 |              27355 |   1.770e-02 |           90.5059 ‖
‖       212 | 176495 |              27425 |   1.769e-02 |           90.5059 ‖
‖       213 | 177455 |              27481 |   1.770e-02 |           90.4880 ‖
‖       214 | 178433 |              27521 |   1.770e-02 |           90.4871 ‖
‖       215 | 179427 |              27547 |   1.769e-02 |           90.4855 ‖
‖       216 | 180439 |              27559 |   1.770e-02 |           90.4712 ‖
‖       217 | 181459 |              27563 |   1.772e-02 |           90.4702 ‖
‖       218 | 182479 |              27567 |   1.771e-02 |           90.4697 ‖
‖       219 | 183501 |              27569 |   1.771e-02 |           90.4696 ‖
‖       220 | 184525 |              27569 |   1.770e-02 |           90.4697 ‖
‖       221 | 185549 |              27569 |   1.769e-02 |           90.4683 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2537.vnnlib: unknown
--- Verification time: 20.0393 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (254/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5513.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5513.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5513.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.543e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5513.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (255/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2504.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2504.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2504.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.924e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2504.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (256/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2842.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2842.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2842.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.211e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.057e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.848e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.677e-02 |          100.0000 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2842.vnnlib: sat
--- Verification time: 0.0668 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (257/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_705.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_705.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_705.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.617e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_705.vnnlib: unsat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (258/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3639.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3639.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3639.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.825e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   1.779e-02 |           92.0830 ‖
‖         3 |      1 |                  2 |   1.725e-02 |            0.0000 ‖
‖         4 |      1 |                  3 |   1.645e-02 |            0.0000 ‖
‖         5 |      1 |                  4 |   1.596e-02 |            0.0000 ‖
‖         6 |      1 |                  5 |   1.544e-02 |            0.0000 ‖
‖         7 |      1 |                  6 |   1.516e-02 |            0.0000 ‖
‖         8 |      1 |                  7 |   1.488e-02 |            0.0000 ‖
‖         9 |      1 |                  8 |   1.360e-02 |            0.0000 ‖
‖        10 |      0 |                 10 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.193 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3639.vnnlib: unsat
--- Verification time: 0.2035 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (259/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7672.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7672.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7672.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.141e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7672.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (260/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4798.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4798.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4798.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.166e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4798.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (261/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3369.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3369.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3369.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.730e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.636e-02 |          100.0001 ‖
‖         3 |      3 |                  1 |   3.537e-02 |           75.0000 ‖
‖         4 |      5 |                  2 |   3.474e-02 |           60.9667 ‖
‖         5 |      8 |                  4 |   3.351e-02 |           39.8652 ‖
‖         6 |     10 |                  9 |   3.340e-02 |           27.8848 ‖
‖         7 |     12 |                 17 |   3.290e-02 |           18.6165 ‖
‖         8 |     16 |                 25 |   2.885e-02 |            8.2182 ‖
‖         9 |     15 |                 38 |   3.125e-02 |            4.7676 ‖
‖        10 |     10 |                 57 |   2.906e-02 |            1.7124 ‖
‖        11 |      8 |                 68 |   2.508e-02 |            0.4960 ‖
‖        12 |      2 |                 80 |   2.322e-02 |            0.0488 ‖
‖        13 |      1 |                 82 |   1.649e-02 |            0.0000 ‖
‖        14 |      0 |                 83 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.295 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3369.vnnlib: unsat
--- Verification time: 0.3055 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (262/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1917.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1917.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1917.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.968e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1917.vnnlib: unsat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (263/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1516.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1516.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1516.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.697e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1516.vnnlib: sat
--- Verification time: 0.0180 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (264/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4907.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4907.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4907.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.791e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.667e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.526e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.464e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.380e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.284e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.177e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   4.084e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.999e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.898e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.809e-02 |           99.9997 ‖
‖        12 |   2048 |                  0 |   3.725e-02 |           99.9995 ‖
‖        13 |   3071 |                  1 |   3.673e-02 |           99.9737 ‖
‖        14 |   4095 |                  1 |   3.634e-02 |           99.9686 ‖
‖        15 |   5119 |                  1 |   3.604e-02 |           99.9686 ‖
‖        16 |   6134 |                 10 |   3.572e-02 |           99.8269 ‖
‖        17 |   7155 |                 13 |   3.542e-02 |           99.7480 ‖
‖        18 |   8178 |                 14 |   3.517e-02 |           99.7360 ‖
‖        19 |   9195 |                 21 |   3.493e-02 |           99.6054 ‖
‖        20 |  10218 |                 22 |   3.471e-02 |           99.5931 ‖
‖        21 |  11242 |                 22 |   3.450e-02 |           99.5933 ‖
‖        22 |  12266 |                 22 |   3.430e-02 |           99.5933 ‖
‖        23 |  13290 |                 22 |   3.411e-02 |           99.5943 ‖
‖        24 |  14313 |                 23 |   3.389e-02 |           99.5881 ‖
‖        25 |  15281 |                 78 |   3.368e-02 |           99.1630 ‖
‖        26 |  16302 |                 81 |   3.349e-02 |           99.1380 ‖
‖        27 |  17322 |                 83 |   3.327e-02 |           99.1370 ‖
‖        28 |  18339 |                 90 |   3.310e-02 |           99.0898 ‖
‖        29 |  19348 |                105 |   3.293e-02 |           99.0023 ‖
‖        30 |  20371 |                106 |   3.271e-02 |           98.9899 ‖
‖        31 |  21394 |                107 |   3.255e-02 |           98.9837 ‖
‖        32 |  22418 |                107 |   3.238e-02 |           98.9839 ‖
‖        33 |  23435 |                114 |   3.217e-02 |           98.9234 ‖
‖        34 |  24428 |                143 |   3.200e-02 |           98.7077 ‖
‖        35 |  25443 |                151 |   3.184e-02 |           98.6446 ‖
‖        36 |  26458 |                160 |   3.164e-02 |           98.5713 ‖
‖        37 |  27474 |                168 |   3.149e-02 |           98.4958 ‖
‖        38 |  28497 |                169 |   3.134e-02 |           98.4850 ‖
‖        39 |  29519 |                171 |   3.114e-02 |           98.4692 ‖
‖        40 |  30541 |                172 |   3.101e-02 |           98.4697 ‖
‖        41 |  31565 |                172 |   3.087e-02 |           98.4705 ‖
‖        42 |  32584 |                177 |   3.069e-02 |           98.4313 ‖
‖        43 |  33606 |                179 |   3.056e-02 |           98.3937 ‖
‖        44 |  34630 |                179 |   3.044e-02 |           98.3911 ‖
‖        45 |  35654 |                179 |   3.025e-02 |           98.3909 ‖
‖        46 |  36678 |                179 |   3.014e-02 |           98.3912 ‖
‖        47 |  37702 |                179 |   3.002e-02 |           98.3918 ‖
‖        48 |  38724 |                181 |   2.984e-02 |           98.3865 ‖
‖        49 |  39748 |                181 |   2.972e-02 |           98.3859 ‖
‖        50 |  40772 |                181 |   2.960e-02 |           98.3858 ‖
‖        51 |  41767 |                207 |   2.941e-02 |           98.3083 ‖
‖        52 |  42547 |                447 |   2.926e-02 |           97.4181 ‖
‖        53 |  43504 |                509 |   2.913e-02 |           97.1968 ‖
‖        54 |  44512 |                525 |   2.896e-02 |           97.1385 ‖
‖        55 |  45495 |                566 |   2.885e-02 |           96.9771 ‖
‖        56 |  46517 |                568 |   2.873e-02 |           96.9690 ‖
‖        57 |  47538 |                571 |   2.856e-02 |           96.9580 ‖
‖        58 |  48560 |                573 |   2.845e-02 |           96.9578 ‖
‖        59 |  49584 |                573 |   2.833e-02 |           96.9575 ‖
‖        60 |  50596 |                583 |   2.817e-02 |           96.9319 ‖
‖        61 |  51574 |                626 |   2.808e-02 |           96.8559 ‖
‖        62 |  52563 |                658 |   2.798e-02 |           96.8554 ‖
‖        63 |  53445 |                783 |   2.786e-02 |           96.8025 ‖
‖        64 |  54266 |                967 |   2.782e-02 |           96.7915 ‖
‖        65 |  55020 |               1220 |   2.778e-02 |           96.7915 ‖
‖        66 |  55627 |               1603 |   2.773e-02 |           96.7915 ‖
‖        67 |  56200 |               2016 |   2.774e-02 |           96.7914 ‖
‖        68 |  56700 |               2485 |   2.776e-02 |           96.7913 ‖
‖        69 |  57091 |               3039 |   2.779e-02 |           96.7806 ‖
‖        70 |  57641 |               3452 |   2.786e-02 |           96.7797 ‖
‖        71 |  58329 |               3754 |   2.789e-02 |           96.7797 ‖
‖        72 |  59126 |               3960 |   2.786e-02 |           96.7795 ‖
‖        73 |  59962 |               4125 |   2.790e-02 |           96.7802 ‖
‖        74 |  60953 |               4149 |   2.788e-02 |           96.7803 ‖
‖        75 |  61936 |               4186 |   2.781e-02 |           96.6947 ‖
‖        76 |  62954 |               4191 |   2.778e-02 |           96.6951 ‖
‖        77 |  63975 |               4193 |   2.774e-02 |           96.6954 ‖
‖        78 |  64889 |               4301 |   2.765e-02 |           96.3390 ‖
‖        79 |  65892 |               4320 |   2.764e-02 |           96.2779 ‖
‖        80 |  66908 |               4327 |   2.760e-02 |           96.2572 ‖
‖        81 |  67911 |               4346 |   2.752e-02 |           96.1890 ‖
‖        82 |  68921 |               4360 |   2.750e-02 |           96.1483 ‖
‖        83 |  69945 |               4360 |   2.745e-02 |           96.1479 ‖
‖        84 |  70939 |               4389 |   2.737e-02 |           96.0538 ‖
‖        85 |  71963 |               4389 |   2.732e-02 |           96.0535 ‖
‖        86 |  72987 |               4389 |   2.726e-02 |           96.0534 ‖
‖        87 |  73982 |               4415 |   2.718e-02 |           95.9820 ‖
‖        88 |  74972 |               4447 |   2.715e-02 |           95.8942 ‖
‖        89 |  75976 |               4466 |   2.709e-02 |           95.8546 ‖
‖        90 |  76954 |               4510 |   2.701e-02 |           95.7985 ‖
‖        91 |  77930 |               4553 |   2.698e-02 |           95.7883 ‖
‖        92 |  78887 |               4612 |   2.693e-02 |           95.7835 ‖
‖        93 |  79838 |               4679 |   2.685e-02 |           95.7259 ‖
‖        94 |  80740 |               4791 |   2.681e-02 |           95.7262 ‖
‖        95 |  81551 |               4985 |   2.676e-02 |           95.7264 ‖
‖        96 |  82236 |               5301 |   2.672e-02 |           95.6687 ‖
‖        97 |  82920 |               5609 |   2.673e-02 |           95.6519 ‖
‖        98 |  83612 |               5910 |   2.671e-02 |           95.6498 ‖
‖        99 |  84236 |               6275 |   2.668e-02 |           95.6474 ‖
‖       100 |  84805 |               6696 |   2.671e-02 |           95.6461 ‖
‖       101 |  85392 |               7094 |   2.670e-02 |           95.6461 ‖
‖       102 |  85957 |               7496 |   2.666e-02 |           95.5655 ‖
‖       103 |  86560 |               7878 |   2.666e-02 |           95.5656 ‖
‖       104 |  87103 |               8330 |   2.665e-02 |           95.5657 ‖
‖       105 |  87598 |               8813 |   2.662e-02 |           95.4142 ‖
‖       106 |  88085 |               9291 |   2.666e-02 |           95.3703 ‖
‖       107 |  88552 |               9799 |   2.667e-02 |           95.3668 ‖
‖       108 |  89041 |              10274 |   2.666e-02 |           95.3245 ‖
‖       109 |  89613 |              10677 |   2.670e-02 |           95.2957 ‖
‖       110 |  90302 |              10983 |   2.669e-02 |           95.2956 ‖
‖       111 |  91038 |              11237 |   2.665e-02 |           95.2708 ‖
‖       112 |  91858 |              11410 |   2.663e-02 |           95.2709 ‖
‖       113 |  92705 |              11560 |   2.659e-02 |           95.2708 ‖
‖       114 |  93507 |              11758 |   2.654e-02 |           95.2415 ‖
‖       115 |  94299 |              11969 |   2.655e-02 |           95.2328 ‖
‖       116 |  95047 |              12222 |   2.653e-02 |           95.2318 ‖
‖       117 |  95732 |              12525 |   2.649e-02 |           95.2287 ‖
‖       118 |  96352 |              12896 |   2.651e-02 |           95.2288 ‖
‖       119 |  96913 |              13308 |   2.651e-02 |           95.2288 ‖
‖       120 |  97443 |              13749 |   2.648e-02 |           95.2286 ‖
‖       121 |  97961 |              14193 |   2.649e-02 |           95.2286 ‖
‖       122 |  98458 |              14660 |   2.647e-02 |           95.2287 ‖
‖       123 |  98972 |              15112 |   2.645e-02 |           95.2287 ‖
‖       124 |  99616 |              15449 |   2.647e-02 |           95.2287 ‖
‖       125 | 100338 |              15728 |   2.645e-02 |           95.2286 ‖
‖       126 | 101119 |              15956 |   2.640e-02 |           95.2286 ‖
‖       127 | 101901 |              16169 |   2.641e-02 |           95.2287 ‖
‖       128 | 102634 |              16433 |   2.638e-02 |           95.2286 ‖
‖       129 | 103320 |              16741 |   2.632e-02 |           95.1958 ‖
‖       130 | 104007 |              17042 |   2.631e-02 |           95.1958 ‖
‖       131 | 104690 |              17351 |   2.627e-02 |           95.1958 ‖
‖       132 | 105055 |              17959 |   2.623e-02 |           94.8399 ‖
‖       133 | 105210 |              18786 |   2.623e-02 |           94.2249 ‖
‖       134 | 105610 |              19324 |   2.618e-02 |           94.2063 ‖
‖       135 | 105843 |              20050 |   2.619e-02 |           93.7495 ‖
‖       136 | 106326 |              20541 |   2.619e-02 |           93.6032 ‖
‖       137 | 106961 |              20896 |   2.613e-02 |           93.5873 ‖
‖       138 | 107615 |              21231 |   2.611e-02 |           93.4802 ‖
‖       139 | 108355 |              21495 |   2.609e-02 |           93.4804 ‖
‖       140 | 109031 |              21808 |   2.602e-02 |           93.4598 ‖
‖       141 | 109525 |              22297 |   2.602e-02 |           93.1196 ‖
‖       142 | 110078 |              22724 |   2.601e-02 |           92.9771 ‖
‖       143 | 110643 |              23138 |   2.596e-02 |           92.9496 ‖
‖       144 | 111092 |              23654 |   2.599e-02 |           92.8351 ‖
‖       145 | 111505 |              24205 |   2.600e-02 |           92.8348 ‖
‖       146 | 111954 |              24710 |   2.597e-02 |           92.8283 ‖
‖       147 | 112508 |              25121 |   2.597e-02 |           92.8283 ‖
‖       148 | 113133 |              25478 |   2.595e-02 |           92.8284 ‖
‖       149 | 113727 |              25862 |   2.590e-02 |           92.8284 ‖
‖       150 | 114369 |              26190 |   2.591e-02 |           92.8283 ‖
‖       151 | 114916 |              26617 |   2.591e-02 |           92.8282 ‖
‖       152 | 115372 |              27120 |   2.588e-02 |           92.8283 ‖
‖       153 | 115851 |              27582 |   2.590e-02 |           92.8284 ‖
‖       154 | 116350 |              28051 |   2.591e-02 |           92.8284 ‖
‖       155 | 116743 |              28639 |   2.588e-02 |           92.7709 ‖
‖       156 | 117232 |              29105 |   2.588e-02 |           92.7459 ‖
‖       157 | 117732 |              29577 |   2.587e-02 |           92.7459 ‖
‖       158 | 118035 |              30241 |   2.584e-02 |           92.6964 ‖
‖       159 | 118397 |              30821 |   2.587e-02 |           92.5203 ‖
‖       160 | 118810 |              31371 |   2.589e-02 |           92.4511 ‖
‖       161 | 119072 |              32072 |   2.588e-02 |           92.4361 ‖
‖       162 | 119455 |              32642 |   2.591e-02 |           92.3875 ‖
‖       163 | 119895 |              33167 |   2.593e-02 |           92.3819 ‖
‖       164 | 120053 |              33961 |   2.593e-02 |           92.3528 ‖
‖       165 | 120465 |              34504 |   2.594e-02 |           92.3529 ‖
‖       166 | 120743 |              35189 |   2.595e-02 |           92.3528 ‖
‖       167 | 120959 |              35932 |   2.598e-02 |           92.3141 ‖
‖       168 | 121312 |              36533 |   2.602e-02 |           92.3028 ‖
‖       169 | 121601 |              37211 |   2.605e-02 |           92.2950 ‖
‖       170 | 121969 |              37797 |   2.609e-02 |           92.2920 ‖
‖       171 | 122517 |              38227 |   2.612e-02 |           92.2911 ‖
‖       172 | 122906 |              38811 |   2.614e-02 |           92.2829 ‖
‖       173 | 123526 |              39173 |   2.615e-02 |           92.2828 ‖
‖       174 | 124174 |              39514 |   2.615e-02 |           92.2828 ‖
‖       175 | 124966 |              39717 |   2.617e-02 |           92.2829 ‖
‖       176 | 125763 |              39908 |   2.619e-02 |           92.2830 ‖
‖       177 | 126678 |              40008 |   2.620e-02 |           92.2828 ‖
‖       178 | 127596 |              40100 |   2.620e-02 |           92.2735 ‖
‖       179 | 128529 |              40180 |   2.618e-02 |           92.2735 ‖
‖       180 | 129490 |              40234 |   2.618e-02 |           92.2720 ‖
‖       181 | 130474 |              40264 |   2.618e-02 |           92.2720 ‖
‖       182 | 131468 |              40292 |   2.618e-02 |           92.2719 ‖
‖       183 | 132480 |              40301 |   2.618e-02 |           92.2719 ‖
‖       184 | 133495 |              40306 |   2.615e-02 |           92.2705 ‖
‖       185 | 134517 |              40308 |   2.613e-02 |           92.2705 ‖
‖       186 | 135538 |              40311 |   2.609e-02 |           92.2705 ‖
‖       187 | 136553 |              40318 |   2.607e-02 |           92.2675 ‖
‖       188 | 137573 |              40322 |   2.606e-02 |           92.2674 ‖
‖       189 | 138586 |              40330 |   2.604e-02 |           92.2675 ‖
‖       190 | 139603 |              40337 |   2.603e-02 |           92.2674 ‖
‖       191 | 140612 |              40349 |   2.600e-02 |           92.2673 ‖
‖       192 | 141608 |              40372 |   2.596e-02 |           92.2675 ‖
‖       193 | 142586 |              40409 |   2.592e-02 |           92.2492 ‖
‖       194 | 143580 |              40436 |   2.588e-02 |           92.2492 ‖
‖       195 | 144536 |              40496 |   2.583e-02 |           92.2492 ‖
‖       196 | 145450 |              40599 |   2.582e-02 |           92.2492 ‖
‖       197 | 146271 |              40782 |   2.581e-02 |           92.2493 ‖
‖       198 | 147025 |              41031 |   2.577e-02 |           92.2493 ‖
‖       199 | 147689 |              41354 |   2.577e-02 |           92.2492 ‖
‖       200 | 148265 |              41764 |   2.577e-02 |           92.2492 ‖
‖       201 | 148739 |              42258 |   2.575e-02 |           92.2060 ‖
‖       202 | 149092 |              42862 |   2.574e-02 |           92.0363 ‖
‖       203 | 149591 |              43326 |   2.573e-02 |           92.0363 ‖
‖       204 | 150021 |              43850 |   2.572e-02 |           91.8775 ‖
‖       205 | 150543 |              44292 |   2.575e-02 |           91.8164 ‖
‖       206 | 151188 |              44640 |   2.575e-02 |           91.8044 ‖
‖       207 | 151885 |              44906 |   2.575e-02 |           91.7999 ‖
‖       208 | 152796 |              45000 |   2.576e-02 |           91.7983 ‖
‖       209 | 153759 |              45057 |   2.573e-02 |           91.7982 ‖
‖       210 | 154701 |              45129 |   2.570e-02 |           91.7491 ‖
‖       211 | 155687 |              45160 |   2.568e-02 |           91.7491 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.059 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4907.vnnlib: unknown
--- Verification time: 20.0746 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (265/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_776.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_776.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_776.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.050e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_776.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (266/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_891.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_891.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_891.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.481e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_891.vnnlib: unsat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (267/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6428.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6428.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6428.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.127e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.031e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.921e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.804e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.650e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.492e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.334e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.279e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.195e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.109e-02 |          100.0000 ‖
‖        11 |   1023 |                  1 |   4.028e-02 |           99.7753 ‖
‖        12 |   2020 |                 27 |   3.947e-02 |           98.0933 ‖
‖        13 |   2910 |                155 |   3.882e-02 |           93.9668 ‖
‖        14 |   3926 |                159 |   3.849e-02 |           93.9662 ‖
‖        15 |   4936 |                170 |   3.820e-02 |           93.8298 ‖
‖        16 |   5608 |                513 |   3.773e-02 |           89.0248 ‖
‖        17 |   6538 |                592 |   3.742e-02 |           87.8851 ‖
‖        18 |   7549 |                603 |   3.716e-02 |           87.7139 ‖
‖        19 |   8572 |                604 |   3.692e-02 |           87.5793 ‖
‖        20 |   9596 |                604 |   3.669e-02 |           87.5792 ‖
‖        21 |  10589 |                633 |   3.644e-02 |           87.3793 ‖
‖        22 |  11613 |                633 |   3.623e-02 |           87.3802 ‖
‖        23 |  12637 |                633 |   3.602e-02 |           87.3797 ‖
‖        24 |  13564 |                697 |   3.581e-02 |           87.1418 ‖
‖        25 |  14063 |               1198 |   3.547e-02 |           83.9156 ‖
‖        26 |  15062 |               1215 |   3.522e-02 |           83.8539 ‖
‖        27 |  15805 |               1492 |   3.490e-02 |           81.5979 ‖
‖        28 |  16773 |               1535 |   3.468e-02 |           81.4301 ‖
‖        29 |  17788 |               1543 |   3.441e-02 |           81.4195 ‖
‖        30 |  18661 |               1692 |   3.430e-02 |           80.6177 ‖
‖        31 |  19593 |               1781 |   3.424e-02 |           80.6177 ‖
‖        32 |  20484 |               1909 |   3.416e-02 |           80.2307 ‖
‖        33 |  21304 |               2110 |   3.410e-02 |           78.9937 ‖
‖        34 |  22269 |               2157 |   3.405e-02 |           78.8190 ‖
‖        35 |  23281 |               2169 |   3.395e-02 |           78.7219 ‖
‖        36 |  24278 |               2193 |   3.389e-02 |           78.5579 ‖
‖        37 |  25246 |               2246 |   3.380e-02 |           78.5581 ‖
‖        38 |  26096 |               2409 |   3.368e-02 |           78.3811 ‖
‖        39 |  26942 |               2578 |   3.360e-02 |           78.3579 ‖
‖        40 |  27695 |               2841 |   3.355e-02 |           78.3578 ‖
‖        41 |  28506 |               3040 |   3.351e-02 |           78.3393 ‖
‖        42 |  29381 |               3181 |   3.349e-02 |           78.3193 ‖
‖        43 |  30285 |               3297 |   3.345e-02 |           78.3191 ‖
‖        44 |  31236 |               3363 |   3.337e-02 |           78.3187 ‖
‖        45 |  32217 |               3398 |   3.333e-02 |           78.3183 ‖
‖        46 |  33191 |               3448 |   3.326e-02 |           78.3177 ‖
‖        47 |  34044 |               3607 |   3.315e-02 |           78.0814 ‖
‖        48 |  34895 |               3770 |   3.308e-02 |           78.0809 ‖
‖        49 |  35777 |               3907 |   3.304e-02 |           78.0815 ‖
‖        50 |  36358 |               4306 |   3.294e-02 |           77.3195 ‖
‖        51 |  36990 |               4644 |   3.283e-02 |           76.6066 ‖
‖        52 |  37909 |               4745 |   3.271e-02 |           76.5302 ‖
‖        53 |  38858 |               4815 |   3.263e-02 |           76.5305 ‖
‖        54 |  39759 |               4935 |   3.258e-02 |           76.5304 ‖
‖        55 |  40422 |               5253 |   3.251e-02 |           76.2048 ‖
‖        56 |  40871 |               5818 |   3.242e-02 |           74.8894 ‖
‖        57 |  41390 |               6251 |   3.234e-02 |           74.4030 ‖
‖        58 |  42181 |               6463 |   3.223e-02 |           74.2684 ‖
‖        59 |  42936 |               6705 |   3.221e-02 |           74.0390 ‖
‖        60 |  43755 |               6894 |   3.222e-02 |           73.9017 ‖
‖        61 |  44519 |               7137 |   3.215e-02 |           73.9011 ‖
‖        62 |  45298 |               7357 |   3.209e-02 |           73.9004 ‖
‖        63 |  45925 |               7720 |   3.208e-02 |           73.8211 ‖
‖        64 |  46158 |               8485 |   3.204e-02 |           73.0388 ‖
‖        65 |  46768 |               8845 |   3.205e-02 |           72.8714 ‖
‖        66 |  47481 |               9137 |   3.206e-02 |           72.8705 ‖
‖        67 |  48268 |               9355 |   3.207e-02 |           72.8693 ‖
‖        68 |  49116 |               9525 |   3.208e-02 |           72.8685 ‖
‖        69 |  49663 |               9975 |   3.205e-02 |           72.3256 ‖
‖        70 |  50457 |              10184 |   3.204e-02 |           72.3245 ‖
‖        71 |  51253 |              10403 |   3.201e-02 |           72.3234 ‖
‖        72 |  51581 |              11068 |   3.198e-02 |           71.0468 ‖
‖        73 |  51960 |              11679 |   3.196e-02 |           70.1650 ‖
‖        74 |  52496 |              12126 |   3.194e-02 |           69.9205 ‖
‖        75 |  53081 |              12551 |   3.193e-02 |           69.1997 ‖
‖        76 |  53833 |              12803 |   3.191e-02 |           69.1533 ‖
‖        77 |  54497 |              13148 |   3.188e-02 |           68.9241 ‖
‖        78 |  55233 |              13414 |   3.186e-02 |           68.8736 ‖
‖        79 |  55898 |              13764 |   3.182e-02 |           68.8728 ‖
‖        80 |  56482 |              14182 |   3.180e-02 |           68.5072 ‖
‖        81 |  57126 |              14550 |   3.180e-02 |           67.9005 ‖
‖        82 |  57752 |              14919 |   3.178e-02 |           67.7993 ‖
‖        83 |  58345 |              15333 |   3.175e-02 |           67.7869 ‖
‖        84 |  59155 |              15528 |   3.174e-02 |           67.7605 ‖
‖        85 |  59910 |              15784 |   3.173e-02 |           67.7597 ‖
‖        86 |  60448 |              16253 |   3.169e-02 |           67.6985 ‖
‖        87 |  61036 |              16660 |   3.167e-02 |           67.6981 ‖
‖        88 |  61628 |              17075 |   3.165e-02 |           67.6909 ‖
‖        89 |  62180 |              17535 |   3.163e-02 |           67.6903 ‖
‖        90 |  63039 |              17684 |   3.162e-02 |           67.4108 ‖
‖        91 |  63898 |              17840 |   3.161e-02 |           67.4110 ‖
‖        92 |  64726 |              18003 |   3.159e-02 |           67.4114 ‖
‖        93 |  65671 |              18077 |   3.159e-02 |           67.4120 ‖
‖        94 |  66409 |              18356 |   3.156e-02 |           67.2588 ‖
‖        95 |  67082 |              18677 |   3.155e-02 |           67.2158 ‖
‖        96 |  67777 |              18989 |   3.155e-02 |           67.1968 ‖
‖        97 |  68483 |              19293 |   3.155e-02 |           66.9237 ‖
‖        98 |  69370 |              19422 |   3.155e-02 |           66.7831 ‖
‖        99 |  70160 |              19627 |   3.154e-02 |           66.7550 ‖
‖       100 |  71006 |              19800 |   3.153e-02 |           66.7426 ‖
‖       101 |  71710 |              20109 |   3.151e-02 |           66.7422 ‖
‖       102 |  72296 |              20528 |   3.149e-02 |           66.7205 ‖
‖       103 |  73018 |              20803 |   3.147e-02 |           66.7148 ‖
‖       104 |  73708 |              21123 |   3.144e-02 |           66.7144 ‖
‖       105 |  74490 |              21344 |   3.142e-02 |           66.7045 ‖
‖       106 |  75319 |              21534 |   3.143e-02 |           66.7000 ‖
‖       107 |  76097 |              21772 |   3.140e-02 |           66.6998 ‖
‖       108 |  76806 |              22070 |   3.138e-02 |           66.6998 ‖
‖       109 |  77602 |              22282 |   3.138e-02 |           66.6999 ‖
‖       110 |  78304 |              22589 |   3.137e-02 |           66.5370 ‖
‖       111 |  78798 |              23102 |   3.134e-02 |           66.4051 ‖
‖       112 |  79509 |              23379 |   3.132e-02 |           66.4046 ‖
‖       113 |  80278 |              23627 |   3.130e-02 |           66.4045 ‖
‖       114 |  80923 |              23984 |   3.127e-02 |           66.4045 ‖
‖       115 |  81817 |              24107 |   3.125e-02 |           66.4046 ‖
‖       116 |  82462 |              24472 |   3.122e-02 |           66.4044 ‖
‖       117 |  83263 |              24679 |   3.123e-02 |           66.4052 ‖
‖       118 |  84076 |              24865 |   3.125e-02 |           66.3741 ‖
‖       119 |  84748 |              25188 |   3.123e-02 |           66.2494 ‖
‖       120 |  85592 |              25365 |   3.122e-02 |           66.2490 ‖
‖       121 |  86195 |              25753 |   3.118e-02 |           66.1134 ‖
‖       122 |  86841 |              26086 |   3.115e-02 |           66.0333 ‖
‖       123 |  87386 |              26540 |   3.111e-02 |           65.9704 ‖
‖       124 |  88050 |              26840 |   3.108e-02 |           65.9704 ‖
‖       125 |  88781 |              27099 |   3.105e-02 |           65.9702 ‖
‖       126 |  89477 |              27416 |   3.101e-02 |           65.9699 ‖
‖       127 |  90136 |              27725 |   3.100e-02 |           65.9698 ‖
‖       128 |  90945 |              27925 |   3.100e-02 |           65.9664 ‖
‖       129 |  91686 |              28190 |   3.099e-02 |           65.9662 ‖
‖       130 |  92627 |              28254 |   3.100e-02 |           65.9655 ‖
‖       131 |  93470 |              28420 |   3.101e-02 |           65.8897 ‖
‖       132 |  94224 |              28684 |   3.099e-02 |           65.8766 ‖
‖       133 |  95015 |              28882 |   3.099e-02 |           65.8065 ‖
‖       134 |  95582 |              29304 |   3.097e-02 |           65.7447 ‖
‖       135 |  96080 |              29806 |   3.095e-02 |           65.3710 ‖
‖       136 |  96687 |              30211 |   3.092e-02 |           65.3703 ‖
‖       137 |  97153 |              30728 |   3.090e-02 |           65.0902 ‖
‖       138 |  97713 |              31170 |   3.087e-02 |           65.0896 ‖
‖       139 |  98319 |              31568 |   3.084e-02 |           65.0859 ‖
‖       140 |  98726 |              32145 |   3.081e-02 |           64.9943 ‖
‖       141 |  99148 |              32693 |   3.080e-02 |           64.7762 ‖
‖       142 |  99693 |              33129 |   3.081e-02 |           64.4821 ‖
‖       143 | 100294 |              33514 |   3.081e-02 |           64.1827 ‖
‖       144 | 100979 |              33825 |   3.082e-02 |           64.0298 ‖
‖       145 | 101680 |              34106 |   3.083e-02 |           63.9762 ‖
‖       146 | 102313 |              34476 |   3.082e-02 |           63.9573 ‖
‖       147 | 102970 |              34802 |   3.082e-02 |           63.9370 ‖
‖       148 | 103654 |              35119 |   3.080e-02 |           63.9273 ‖
‖       149 | 104360 |              35410 |   3.078e-02 |           63.9183 ‖
‖       150 | 104877 |              35885 |   3.078e-02 |           63.8805 ‖
‖       151 | 105550 |              36198 |   3.079e-02 |           63.8772 ‖
‖       152 | 106092 |              36642 |   3.079e-02 |           63.8230 ‖
‖       153 | 106490 |              37235 |   3.078e-02 |           63.6866 ‖
‖       154 | 107058 |              37662 |   3.078e-02 |           63.5503 ‖
‖       155 | 107866 |              37868 |   3.078e-02 |           63.4812 ‖
‖       156 | 108601 |              38140 |   3.079e-02 |           63.4737 ‖
‖       157 | 109185 |              38553 |   3.078e-02 |           63.4407 ‖
‖       158 | 109797 |              38934 |   3.078e-02 |           63.4386 ‖
‖       159 | 110331 |              39386 |   3.079e-02 |           63.4360 ‖
‖       160 | 110940 |              39788 |   3.080e-02 |           63.4340 ‖
‖       161 | 111666 |              40057 |   3.082e-02 |           63.4312 ‖
‖       162 | 112503 |              40234 |   3.084e-02 |           63.4273 ‖
‖       163 | 113079 |              40667 |   3.083e-02 |           63.3576 ‖
‖       164 | 113396 |              41318 |   3.083e-02 |           63.1394 ‖
‖       165 | 113890 |              41804 |   3.082e-02 |           63.0939 ‖
‖       166 | 114412 |              42256 |   3.082e-02 |           63.0923 ‖
‖       167 | 115011 |              42664 |   3.081e-02 |           63.0898 ‖
‖       168 | 115516 |              43156 |   3.080e-02 |           63.0878 ‖
‖       169 | 116136 |              43526 |   3.079e-02 |           63.0861 ‖
‖       170 | 116732 |              43934 |   3.079e-02 |           63.0846 ‖
‖       171 | 116997 |              44621 |   3.078e-02 |           62.6605 ‖
‖       172 | 117244 |              45323 |   3.077e-02 |           62.1648 ‖
‖       173 | 117615 |              45942 |   3.076e-02 |           61.6494 ‖
‖       174 | 118028 |              46525 |   3.075e-02 |           61.3568 ‖
‖       175 | 118486 |              47061 |   3.073e-02 |           61.1807 ‖
‖       176 | 118856 |              47669 |   3.072e-02 |           61.0434 ‖
‖       177 | 119120 |              48393 |   3.071e-02 |           60.4241 ‖
‖       178 | 119399 |              49041 |   3.071e-02 |           60.2722 ‖
‖       179 | 119932 |              49511 |   3.070e-02 |           60.0517 ‖
‖       180 | 120399 |              50036 |   3.069e-02 |           60.0498 ‖
‖       181 | 120781 |              50639 |   3.069e-02 |           59.8930 ‖
‖       182 | 121210 |              51202 |   3.068e-02 |           59.7633 ‖
‖       183 | 121619 |              51784 |   3.067e-02 |           59.7047 ‖
‖       184 | 122250 |              52144 |   3.066e-02 |           59.6637 ‖
‖       185 | 122854 |              52546 |   3.065e-02 |           59.6630 ‖
‖       186 | 123278 |              53100 |   3.064e-02 |           59.6624 ‖
‖       187 | 123790 |              53589 |   3.063e-02 |           59.6615 ‖
‖       188 | 124208 |              54158 |   3.062e-02 |           59.3790 ‖
‖       189 | 124713 |              54635 |   3.062e-02 |           59.1899 ‖
‖       190 | 125089 |              55244 |   3.061e-02 |           58.9562 ‖
‖       191 | 125524 |              55816 |   3.059e-02 |           58.3202 ‖
‖       192 | 126014 |              56314 |   3.059e-02 |           58.1333 ‖
‖       193 | 126566 |              56753 |   3.058e-02 |           57.8914 ‖
‖       194 | 127021 |              57270 |   3.057e-02 |           57.8721 ‖
‖       195 | 127349 |              57921 |   3.056e-02 |           57.8572 ‖
‖       196 | 127711 |              58526 |   3.056e-02 |           57.8001 ‖
‖       197 | 128109 |              59122 |   3.055e-02 |           57.6731 ‖
‖       198 | 128680 |              59538 |   3.055e-02 |           57.5668 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.061 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6428.vnnlib: unknown
--- Verification time: 20.0770 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (268/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3921.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3921.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3921.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.168e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3921.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (269/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5244.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5244.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5244.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.811e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5244.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (270/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6200.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6200.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6200.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.326e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6200.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (271/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2219.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2219.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2219.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.505e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2219.vnnlib: sat
--- Verification time: 0.0190 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (272/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3967.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3967.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3967.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.683e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.577e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.460e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.346e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.269e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.203e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.119e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.038e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.967e-02 |          100.0001 ‖
‖        10 |    511 |                  1 |   2.892e-02 |           99.8049 ‖
‖        11 |   1016 |                  7 |   2.813e-02 |           98.6888 ‖
‖        12 |   1980 |                 55 |   2.749e-02 |           96.0033 ‖
‖        13 |   2899 |                157 |   2.705e-02 |           92.7784 ‖
‖        14 |   3858 |                220 |   2.680e-02 |           90.9815 ‖
‖        15 |   4782 |                309 |   2.668e-02 |           90.1189 ‖
‖        16 |   5613 |                488 |   2.645e-02 |           87.4153 ‖
‖        17 |   6625 |                494 |   2.629e-02 |           87.4071 ‖
‖        18 |   7591 |                548 |   2.611e-02 |           86.6552 ‖
‖        19 |   8615 |                548 |   2.594e-02 |           86.6560 ‖
‖        20 |   9528 |                653 |   2.576e-02 |           85.1639 ‖
‖        21 |  10499 |                704 |   2.558e-02 |           84.6702 ‖
‖        22 |  11518 |                708 |   2.550e-02 |           84.4976 ‖
‖        23 |  12542 |                708 |   2.546e-02 |           84.4965 ‖
‖        24 |  13245 |               1012 |   2.536e-02 |           82.6354 ‖
‖        25 |  14073 |               1181 |   2.530e-02 |           81.4260 ‖
‖        26 |  15090 |               1188 |   2.522e-02 |           81.3801 ‖
‖        27 |  16084 |               1218 |   2.516e-02 |           81.0178 ‖
‖        28 |  17106 |               1219 |   2.511e-02 |           81.0178 ‖
‖        29 |  18093 |               1250 |   2.501e-02 |           80.8298 ‖
‖        30 |  19089 |               1272 |   2.496e-02 |           80.7434 ‖
‖        31 |  20113 |               1272 |   2.487e-02 |           80.7437 ‖
‖        32 |  21137 |               1272 |   2.482e-02 |           80.7441 ‖
‖        33 |  22161 |               1272 |   2.477e-02 |           80.7437 ‖
‖        34 |  23185 |               1272 |   2.473e-02 |           80.7438 ‖
‖        35 |  24160 |               1311 |   2.465e-02 |           80.5747 ‖
‖        36 |  25182 |               1312 |   2.461e-02 |           80.5741 ‖
‖        37 |  26094 |               1417 |   2.453e-02 |           80.0135 ‖
‖        38 |  26916 |               1602 |   2.447e-02 |           79.2671 ‖
‖        39 |  27899 |               1639 |   2.443e-02 |           79.2533 ‖
‖        40 |  28881 |               1678 |   2.435e-02 |           79.2522 ‖
‖        41 |  29823 |               1756 |   2.431e-02 |           78.9323 ‖
‖        42 |  30842 |               1760 |   2.427e-02 |           78.9312 ‖
‖        43 |  31797 |               1829 |   2.424e-02 |           78.3689 ‖
‖        44 |  32787 |               1859 |   2.421e-02 |           78.3609 ‖
‖        45 |  33775 |               1891 |   2.414e-02 |           78.3605 ‖
‖        46 |  34770 |               1917 |   2.407e-02 |           78.3608 ‖
‖        47 |  35464 |               2225 |   2.398e-02 |           77.4048 ‖
‖        48 |  36395 |               2299 |   2.389e-02 |           77.2298 ‖
‖        49 |  37320 |               2382 |   2.379e-02 |           77.0313 ‖
‖        50 |  37997 |               2722 |   2.368e-02 |           75.8105 ‖
‖        51 |  38932 |               2792 |   2.358e-02 |           75.5923 ‖
‖        52 |  39931 |               2816 |   2.347e-02 |           75.5125 ‖
‖        53 |  40955 |               2816 |   2.337e-02 |           75.5126 ‖
‖        54 |  41979 |               2816 |   2.327e-02 |           75.5126 ‖
‖        55 |  42830 |               2981 |   2.317e-02 |           74.9370 ‖
‖        56 |  43745 |               3086 |   2.307e-02 |           74.4834 ‖
‖        57 |  44759 |               3093 |   2.298e-02 |           74.4594 ‖
‖        58 |  45781 |               3095 |   2.288e-02 |           74.4288 ‖
‖        59 |  46805 |               3095 |   2.280e-02 |           74.4292 ‖
‖        60 |  47829 |               3095 |   2.270e-02 |           74.4293 ‖
‖        61 |  48814 |               3130 |   2.259e-02 |           74.3504 ‖
‖        62 |  49815 |               3153 |   2.249e-02 |           74.3506 ‖
‖        63 |  50740 |               3247 |   2.241e-02 |           74.3508 ‖
‖        64 |  51524 |               3475 |   2.237e-02 |           74.1670 ‖
‖        65 |  52317 |               3680 |   2.237e-02 |           74.1668 ‖
‖        66 |  53051 |               3944 |   2.237e-02 |           74.1671 ‖
‖        67 |  53668 |               4319 |   2.237e-02 |           74.1671 ‖
‖        68 |  54340 |               4644 |   2.240e-02 |           74.1672 ‖
‖        69 |  55143 |               4839 |   2.242e-02 |           74.1673 ‖
‖        70 |  56060 |               4935 |   2.245e-02 |           74.1448 ‖
‖        71 |  57037 |               4980 |   2.245e-02 |           74.1266 ‖
‖        72 |  58039 |               4998 |   2.247e-02 |           74.1229 ‖
‖        73 |  59059 |               5001 |   2.251e-02 |           74.1169 ‖
‖        74 |  60083 |               5001 |   2.254e-02 |           74.1171 ‖
‖        75 |  61105 |               5003 |   2.255e-02 |           74.1167 ‖
‖        76 |  62107 |               5024 |   2.255e-02 |           74.1134 ‖
‖        77 |  63050 |               5103 |   2.256e-02 |           74.1043 ‖
‖        78 |  63987 |               5187 |   2.254e-02 |           74.0991 ‖
‖        79 |  64902 |               5288 |   2.252e-02 |           74.0474 ‖
‖        80 |  65876 |               5330 |   2.251e-02 |           74.0471 ‖
‖        81 |  66891 |               5338 |   2.248e-02 |           74.0469 ‖
‖        82 |  67915 |               5338 |   2.246e-02 |           74.0471 ‖
‖        83 |  68939 |               5338 |   2.244e-02 |           74.0470 ‖
‖        84 |  69959 |               5342 |   2.240e-02 |           74.0472 ‖
‖        85 |  70964 |               5355 |   2.236e-02 |           74.0448 ‖
‖        86 |  71986 |               5356 |   2.232e-02 |           74.0444 ‖
‖        87 |  72904 |               5461 |   2.227e-02 |           73.7403 ‖
‖        88 |  73668 |               5705 |   2.223e-02 |           73.2472 ‖
‖        89 |  74672 |               5720 |   2.218e-02 |           73.2338 ‖
‖        90 |  75630 |               5786 |   2.213e-02 |           73.0043 ‖
‖        91 |  76581 |               5854 |   2.210e-02 |           72.9979 ‖
‖        92 |  77511 |               5935 |   2.205e-02 |           72.9977 ‖
‖        93 |  78269 |               6175 |   2.202e-02 |           72.9966 ‖
‖        94 |  78906 |               6514 |   2.201e-02 |           72.9967 ‖
‖        95 |  79466 |               6932 |   2.200e-02 |           72.9963 ‖
‖        96 |  79722 |               7650 |   2.201e-02 |           72.5613 ‖
‖        97 |  80326 |               8014 |   2.202e-02 |           72.5596 ‖
‖        98 |  81134 |               8201 |   2.201e-02 |           72.5597 ‖
‖        99 |  82063 |               8285 |   2.200e-02 |           72.5554 ‖
‖       100 |  83056 |               8309 |   2.199e-02 |           72.5546 ‖
‖       101 |  84051 |               8337 |   2.196e-02 |           72.5536 ‖
‖       102 |  84870 |               8521 |   2.194e-02 |           72.4032 ‖
‖       103 |  85728 |               8680 |   2.193e-02 |           72.1157 ‖
‖       104 |  86536 |               8895 |   2.191e-02 |           71.3194 ‖
‖       105 |  87520 |               8930 |   2.189e-02 |           71.2826 ‖
‖       106 |  88515 |               8959 |   2.187e-02 |           71.2046 ‖
‖       107 |  89531 |               8967 |   2.185e-02 |           71.1967 ‖
‖       108 |  90531 |               8989 |   2.182e-02 |           71.1915 ‖
‖       109 |  91552 |               8991 |   2.180e-02 |           71.1668 ‖
‖       110 |  92574 |               8993 |   2.176e-02 |           71.1665 ‖
‖       111 |  93584 |               9007 |   2.173e-02 |           71.1659 ‖
‖       112 |  94607 |               9008 |   2.171e-02 |           71.1659 ‖
‖       113 |  95537 |               9088 |   2.166e-02 |           71.0823 ‖
‖       114 |  96358 |               9260 |   2.163e-02 |           70.8399 ‖
‖       115 |  97380 |               9262 |   2.158e-02 |           70.8398 ‖
‖       116 |  98295 |               9365 |   2.153e-02 |           70.6738 ‖
‖       117 |  99318 |               9366 |   2.150e-02 |           70.6739 ‖
‖       118 | 100325 |               9381 |   2.145e-02 |           70.6739 ‖
‖       119 | 101240 |               9478 |   2.141e-02 |           70.6050 ‖
‖       120 | 102234 |               9508 |   2.137e-02 |           70.6049 ‖
‖       121 | 103060 |               9683 |   2.132e-02 |           70.5258 ‖
‖       122 | 103437 |              10307 |   2.128e-02 |           69.6645 ‖
‖       123 | 104156 |              10559 |   2.123e-02 |           69.5872 ‖
‖       124 | 104767 |              10940 |   2.121e-02 |           69.3025 ‖
‖       125 | 105532 |              11179 |   2.120e-02 |           69.3025 ‖
‖       126 | 106167 |              11550 |   2.116e-02 |           69.3026 ‖
‖       127 | 106784 |              11917 |   2.115e-02 |           69.2521 ‖
‖       128 | 107526 |              12164 |   2.114e-02 |           69.2521 ‖
‖       129 | 108409 |              12291 |   2.110e-02 |           69.2521 ‖
‖       130 | 109393 |              12326 |   2.108e-02 |           69.2522 ‖
‖       131 | 110413 |              12328 |   2.106e-02 |           69.2521 ‖
‖       132 | 111437 |              12328 |   2.100e-02 |           69.2521 ‖
‖       133 | 112461 |              12328 |   2.097e-02 |           69.2521 ‖
‖       134 | 113485 |              12328 |   2.093e-02 |           69.2521 ‖
‖       135 | 114494 |              12341 |   2.088e-02 |           69.2473 ‖
‖       136 | 115102 |              12724 |   2.085e-02 |           68.7026 ‖
‖       137 | 115954 |              12890 |   2.082e-02 |           68.7025 ‖
‖       138 | 116576 |              13268 |   2.078e-02 |           68.4378 ‖
‖       139 | 117248 |              13606 |   2.076e-02 |           67.9615 ‖
‖       140 | 118079 |              13780 |   2.072e-02 |           67.8513 ‖
‖       141 | 118958 |              13920 |   2.069e-02 |           67.7058 ‖
‖       142 | 119969 |              13932 |   2.066e-02 |           67.6896 ‖
‖       143 | 120972 |              13953 |   2.062e-02 |           67.6895 ‖
‖       144 | 121857 |              14089 |   2.058e-02 |           67.5357 ‖
‖       145 | 122779 |              14187 |   2.056e-02 |           67.5151 ‖
‖       146 | 123595 |              14379 |   2.053e-02 |           67.5152 ‖
‖       147 | 124450 |              14531 |   2.050e-02 |           67.5135 ‖
‖       148 | 125321 |              14669 |   2.049e-02 |           67.5134 ‖
‖       149 | 126157 |              14830 |   2.046e-02 |           67.5135 ‖
‖       150 | 126959 |              15030 |   2.043e-02 |           67.5135 ‖
‖       151 | 127839 |              15164 |   2.042e-02 |           67.5135 ‖
‖       152 | 128591 |              15421 |   2.039e-02 |           67.5135 ‖
‖       153 | 129184 |              15808 |   2.037e-02 |           67.4948 ‖
‖       154 | 129864 |              16105 |   2.036e-02 |           67.4947 ‖
‖       155 | 130472 |              16478 |   2.034e-02 |           67.4947 ‖
‖       156 | 130980 |              16945 |   2.033e-02 |           67.4947 ‖
‖       157 | 131525 |              17359 |   2.033e-02 |           67.4947 ‖
‖       158 | 131998 |              17869 |   2.032e-02 |           67.4947 ‖
‖       159 | 132550 |              18268 |   2.031e-02 |           67.4946 ‖
‖       160 | 133103 |              18698 |   2.030e-02 |           67.4945 ‖
‖       161 | 133386 |              19367 |   2.029e-02 |           67.4944 ‖
‖       162 | 133656 |              20039 |   2.030e-02 |           67.0839 ‖
‖       163 | 134149 |              20513 |   2.031e-02 |           67.0486 ‖
‖       164 | 134370 |              21247 |   2.032e-02 |           67.0102 ‖
‖       165 | 134752 |              21804 |   2.034e-02 |           67.0087 ‖
‖       166 | 135343 |              22175 |   2.036e-02 |           67.0086 ‖
‖       167 | 135960 |              22550 |   2.037e-02 |           67.0083 ‖
‖       168 | 136700 |              22810 |   2.039e-02 |           67.0083 ‖
‖       169 | 137605 |              22903 |   2.039e-02 |           67.0080 ‖
‖       170 | 138604 |              22927 |   2.039e-02 |           67.0080 ‖
‖       171 | 139619 |              22935 |   2.039e-02 |           67.0080 ‖
‖       172 | 140640 |              22938 |   2.039e-02 |           67.0080 ‖
‖       173 | 141664 |              22938 |   2.039e-02 |           67.0080 ‖
‖       174 | 142686 |              22940 |   2.039e-02 |           67.0080 ‖
‖       175 | 143707 |              22943 |   2.038e-02 |           67.0080 ‖
‖       176 | 144680 |              22990 |   2.038e-02 |           66.9073 ‖
‖       177 | 145686 |              23008 |   2.037e-02 |           66.8763 ‖
‖       178 | 146703 |              23013 |   2.036e-02 |           66.8763 ‖
‖       179 | 147630 |              23106 |   2.035e-02 |           66.8351 ‖
‖       180 | 148574 |              23177 |   2.034e-02 |           66.8334 ‖
‖       181 | 149502 |              23261 |   2.033e-02 |           66.8334 ‖
‖       182 | 150296 |              23469 |   2.033e-02 |           66.8159 ‖
‖       183 | 150951 |              23802 |   2.033e-02 |           66.8158 ‖
‖       184 | 151487 |              24247 |   2.033e-02 |           66.8137 ‖
‖       185 | 152019 |              24701 |   2.034e-02 |           66.7076 ‖
‖       186 | 152663 |              25043 |   2.035e-02 |           66.6926 ‖
‖       187 | 153216 |              25470 |   2.037e-02 |           66.6908 ‖
‖       188 | 153800 |              25851 |   2.038e-02 |           66.6626 ‖
‖       189 | 154548 |              26099 |   2.040e-02 |           66.6516 ‖
‖       190 | 155391 |              26265 |   2.041e-02 |           66.6396 ‖
‖       191 | 156317 |              26356 |   2.042e-02 |           66.6304 ‖
‖       192 | 157262 |              26430 |   2.042e-02 |           66.6275 ‖
‖       193 | 158253 |              26462 |   2.042e-02 |           66.6273 ‖
‖       194 | 159239 |              26500 |   2.042e-02 |           66.6228 ‖
‖       195 | 160259 |              26503 |   2.042e-02 |           66.6222 ‖
‖       196 | 161228 |              26557 |   2.041e-02 |           66.6219 ‖
‖       197 | 162088 |              26711 |   2.041e-02 |           66.6123 ‖
‖       198 | 163108 |              26713 |   2.040e-02 |           66.6122 ‖
‖       199 | 164121 |              26721 |   2.040e-02 |           66.6122 ‖
‖       200 | 165018 |              26840 |   2.039e-02 |           66.6079 ‖
‖       201 | 165978 |              26903 |   2.038e-02 |           66.6078 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3967.vnnlib: unknown
--- Verification time: 20.0414 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (273/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5625.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5625.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5625.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.023e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5625.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (274/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1911.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1911.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1911.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.984e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1911.vnnlib: unsat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (275/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2470.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2470.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2470.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.803e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.668e-02 |          100.0077 ‖
‖         3 |      4 |                  0 |   2.600e-02 |           99.9793 ‖
‖         4 |      8 |                  0 |   2.489e-02 |           99.9793 ‖
‖         5 |     16 |                  0 |   2.401e-02 |          100.0928 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.073 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2470.vnnlib: sat
--- Verification time: 0.0833 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (276/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6978.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6978.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6978.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.294e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6978.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (277/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3541.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3541.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3541.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.121e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3541.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (278/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_689.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_689.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_689.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.423e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.321e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.281e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.230e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.210e-02 |           99.9999 ‖
‖         6 |     31 |                  1 |   3.123e-02 |           95.4669 ‖
‖         7 |     60 |                  3 |   3.055e-02 |           89.8725 ‖
‖         8 |    111 |                 11 |   3.035e-02 |           86.1726 ‖
‖         9 |    212 |                 21 |   2.980e-02 |           81.6546 ‖
‖        10 |    400 |                 44 |   2.926e-02 |           74.9079 ‖
‖        11 |    726 |                107 |   2.900e-02 |           67.7740 ‖
‖        12 |   1300 |                242 |   2.869e-02 |           61.6372 ‖
‖        13 |   2094 |                457 |   2.819e-02 |           55.4189 ‖
‖        14 |   2827 |                731 |   2.795e-02 |           51.9653 ‖
‖        15 |   3632 |                941 |   2.767e-02 |           48.9092 ‖
‖        16 |   4622 |                958 |   2.758e-02 |           48.9066 ‖
‖        17 |   5402 |               1182 |   2.739e-02 |           47.8083 ‖
‖        18 |   6380 |               1205 |   2.722e-02 |           47.8072 ‖
‖        19 |   7106 |               1492 |   2.700e-02 |           46.0002 ‖
‖        20 |   7830 |               1787 |   2.673e-02 |           44.0609 ‖
‖        21 |   8810 |               1809 |   2.657e-02 |           44.0580 ‖
‖        22 |   9829 |               1814 |   2.643e-02 |           43.9923 ‖
‖        23 |  10853 |               1814 |   2.628e-02 |           43.9924 ‖
‖        24 |  11877 |               1814 |   2.608e-02 |           43.9921 ‖
‖        25 |  12675 |               2037 |   2.588e-02 |           42.8505 ‖
‖        26 |  13663 |               2055 |   2.573e-02 |           42.8490 ‖
‖        27 |  14687 |               2055 |   2.557e-02 |           42.8377 ‖
‖        28 |  15711 |               2055 |   2.546e-02 |           42.8378 ‖
‖        29 |  16735 |               2055 |   2.530e-02 |           42.8377 ‖
‖        30 |  17453 |               2326 |   2.513e-02 |           42.2055 ‖
‖        31 |  18471 |               2329 |   2.501e-02 |           42.2054 ‖
‖        32 |  19399 |               2411 |   2.483e-02 |           41.9798 ‖
‖        33 |  19856 |               2971 |   2.462e-02 |           40.1923 ‖
‖        34 |  20767 |               3054 |   2.444e-02 |           39.9875 ‖
‖        35 |  21772 |               3073 |   2.430e-02 |           39.9164 ‖
‖        36 |  22786 |               3082 |   2.418e-02 |           39.9164 ‖
‖        37 |  23743 |               3149 |   2.403e-02 |           39.9164 ‖
‖        38 |  24506 |               3397 |   2.393e-02 |           39.5627 ‖
‖        39 |  25203 |               3697 |   2.392e-02 |           39.5626 ‖
‖        40 |  25751 |               4136 |   2.387e-02 |           39.5629 ‖
‖        41 |  26351 |               4482 |   2.389e-02 |           39.5630 ‖
‖        42 |  27093 |               4719 |   2.388e-02 |           39.5629 ‖
‖        43 |  28015 |               4812 |   2.373e-02 |           39.5627 ‖
‖        44 |  29013 |               4833 |   2.359e-02 |           39.5626 ‖
‖        45 |  29971 |               4890 |   2.346e-02 |           39.5626 ‖
‖        46 |  30784 |               5079 |   2.334e-02 |           39.5629 ‖
‖        47 |  30881 |               5945 |   2.327e-02 |           38.0567 ‖
‖        48 |  31075 |               6653 |   2.334e-02 |           37.6088 ‖
‖        49 |  31638 |               7040 |   2.335e-02 |           37.4495 ‖
‖        50 |  32479 |               7186 |   2.339e-02 |           37.4104 ‖
‖        51 |  33440 |               7240 |   2.336e-02 |           37.4104 ‖
‖        52 |  34367 |               7334 |   2.330e-02 |           37.0696 ‖
‖        53 |  35368 |               7355 |   2.328e-02 |           37.0110 ‖
‖        54 |  36382 |               7363 |   2.323e-02 |           37.0109 ‖
‖        55 |  37396 |               7373 |   2.317e-02 |           36.9831 ‖
‖        56 |  38395 |               7398 |   2.315e-02 |           36.9828 ‖
‖        57 |  39308 |               7506 |   2.311e-02 |           36.9827 ‖
‖        58 |  40076 |               7732 |   2.306e-02 |           36.9827 ‖
‖        59 |  40727 |               8074 |   2.305e-02 |           36.9827 ‖
‖        60 |  41377 |               8422 |   2.302e-02 |           36.9828 ‖
‖        61 |  41938 |               8817 |   2.297e-02 |           36.8415 ‖
‖        62 |  42765 |               8983 |   2.292e-02 |           36.8415 ‖
‖        63 |  43644 |               9101 |   2.285e-02 |           36.8415 ‖
‖        64 |  44502 |               9253 |   2.281e-02 |           36.8418 ‖
‖        65 |  45321 |               9443 |   2.279e-02 |           36.8418 ‖
‖        66 |  46118 |               9654 |   2.271e-02 |           36.8418 ‖
‖        67 |  46790 |               9968 |   2.264e-02 |           36.7958 ‖
‖        68 |  47403 |              10348 |   2.263e-02 |           36.7958 ‖
‖        69 |  47770 |              10950 |   2.261e-02 |           36.6808 ‖
‖        70 |  47524 |              12109 |   2.259e-02 |           35.9021 ‖
‖        71 |  47961 |              12618 |   2.255e-02 |           35.6474 ‖
‖        72 |  48793 |              12776 |   2.247e-02 |           35.5723 ‖
‖        73 |  49671 |              12906 |   2.243e-02 |           35.5723 ‖
‖        74 |  50350 |              13233 |   2.238e-02 |           35.4239 ‖
‖        75 |  51128 |              13457 |   2.234e-02 |           35.4239 ‖
‖        76 |  51862 |              13723 |   2.230e-02 |           35.4239 ‖
‖        77 |  52282 |              14279 |   2.228e-02 |           35.4239 ‖
‖        78 |  52704 |              14801 |   2.231e-02 |           35.4239 ‖
‖        79 |  53175 |              15267 |   2.233e-02 |           35.4239 ‖
‖        80 |  53490 |              15920 |   2.230e-02 |           35.4239 ‖
‖        81 |  53910 |              16451 |   2.230e-02 |           35.4241 ‖
‖        82 |  54523 |              16802 |   2.230e-02 |           35.4244 ‖
‖        83 |  54757 |              17518 |   2.228e-02 |           34.8260 ‖
‖        84 |  55233 |              18006 |   2.226e-02 |           34.5831 ‖
‖        85 |  55767 |              18435 |   2.222e-02 |           34.5429 ‖
‖        86 |  56385 |              18793 |   2.223e-02 |           34.4395 ‖
‖        87 |  57003 |              19157 |   2.223e-02 |           34.4349 ‖
‖        88 |  57527 |              19593 |   2.221e-02 |           34.4348 ‖
‖        89 |  58093 |              20005 |   2.220e-02 |           34.4344 ‖
‖        90 |  58661 |              20405 |   2.221e-02 |           34.4201 ‖
‖        91 |  59242 |              20786 |   2.223e-02 |           34.4201 ‖
‖        92 |  59836 |              21156 |   2.224e-02 |           34.4199 ‖
‖        93 |  60484 |              21471 |   2.227e-02 |           34.4197 ‖
‖        94 |  61190 |              21743 |   2.227e-02 |           34.4197 ‖
‖        95 |  61903 |              22012 |   2.227e-02 |           34.4198 ‖
‖        96 |  62648 |              22255 |   2.224e-02 |           34.4201 ‖
‖        97 |  63408 |              22491 |   2.221e-02 |           34.4201 ‖
‖        98 |  63847 |              23028 |   2.223e-02 |           34.4201 ‖
‖        99 |  64270 |              23555 |   2.224e-02 |           34.4203 ‖
‖       100 |  64647 |              24123 |   2.222e-02 |           34.4202 ‖
‖       101 |  64982 |              24705 |   2.226e-02 |           34.4202 ‖
‖       102 |  65476 |              25157 |   2.229e-02 |           34.4202 ‖
‖       103 |  65810 |              25758 |   2.230e-02 |           34.4202 ‖
‖       104 |  66158 |              26347 |   2.232e-02 |           34.4202 ‖
‖       105 |  66519 |              26890 |   2.234e-02 |           34.4202 ‖
‖       106 |  66376 |              27914 |   2.233e-02 |           33.6935 ‖
‖       107 |  66451 |              28781 |   2.232e-02 |           32.9530 ‖
‖       108 |  66836 |              29353 |   2.232e-02 |           32.3956 ‖
‖       109 |  67647 |              29535 |   2.230e-02 |           32.3469 ‖
‖       110 |  68427 |              29753 |   2.227e-02 |           32.1782 ‖
‖       111 |  69187 |              29998 |   2.228e-02 |           31.9904 ‖
‖       112 |  70078 |              30123 |   2.227e-02 |           31.9902 ‖
‖       113 |  70940 |              30265 |   2.225e-02 |           31.9903 ‖
‖       114 |  71757 |              30466 |   2.223e-02 |           31.9902 ‖
‖       115 |  72510 |              30709 |   2.220e-02 |           31.9902 ‖
‖       116 |  72838 |              31350 |   2.217e-02 |           31.4994 ‖
‖       117 |  73380 |              31789 |   2.215e-02 |           31.4995 ‖
‖       118 |  74125 |              32031 |   2.212e-02 |           31.4997 ‖
‖       119 |  74541 |              32592 |   2.210e-02 |           30.9248 ‖
‖       120 |  75351 |              32779 |   2.208e-02 |           30.8911 ‖
‖       121 |  76127 |              32991 |   2.204e-02 |           30.8910 ‖
‖       122 |  76855 |              33263 |   2.202e-02 |           30.8909 ‖
‖       123 |  77431 |              33661 |   2.201e-02 |           30.8909 ‖
‖       124 |  77811 |              34216 |   2.201e-02 |           30.8910 ‖
‖       125 |  78185 |              34777 |   2.201e-02 |           30.5812 ‖
‖       126 |  78879 |              35058 |   2.200e-02 |           30.5812 ‖
‖       127 |  79734 |              35204 |   2.197e-02 |           30.5812 ‖
‖       128 |  80622 |              35320 |   2.197e-02 |           30.5086 ‖
‖       129 |  81602 |              35357 |   2.197e-02 |           30.5080 ‖
‖       130 |  82607 |              35372 |   2.193e-02 |           30.5080 ‖
‖       131 |  83618 |              35385 |   2.192e-02 |           30.5073 ‖
‖       132 |  84563 |              35455 |   2.189e-02 |           30.5073 ‖
‖       133 |  85431 |              35596 |   2.186e-02 |           30.5072 ‖
‖       134 |  86227 |              35805 |   2.183e-02 |           30.5071 ‖
‖       135 |  86984 |              36058 |   2.180e-02 |           30.5074 ‖
‖       136 |  87545 |              36475 |   2.180e-02 |           30.5072 ‖
‖       137 |  88079 |              36915 |   2.181e-02 |           30.5070 ‖
‖       138 |  88737 |              37230 |   2.179e-02 |           30.5069 ‖
‖       139 |  89528 |              37442 |   2.178e-02 |           30.5089 ‖
‖       140 |  90261 |              37697 |   2.176e-02 |           30.5089 ‖
‖       141 |  90851 |              38087 |   2.174e-02 |           30.5088 ‖
‖       142 |  91312 |              38605 |   2.173e-02 |           30.5087 ‖
‖       143 |  91788 |              39088 |   2.173e-02 |           30.5087 ‖
‖       144 |  92448 |              39402 |   2.173e-02 |           30.5087 ‖
‖       145 |  93107 |              39730 |   2.171e-02 |           30.5087 ‖
‖       146 |  93772 |              40047 |   2.170e-02 |           30.5087 ‖
‖       147 |  94365 |              40445 |   2.168e-02 |           30.5087 ‖
‖       148 |  95043 |              40756 |   2.167e-02 |           30.5087 ‖
‖       149 |  95782 |              41005 |   2.167e-02 |           30.5087 ‖
‖       150 |  96459 |              41325 |   2.165e-02 |           30.5087 ‖
‖       151 |  97279 |              41495 |   2.164e-02 |           30.5087 ‖
‖       152 |  98155 |              41630 |   2.163e-02 |           30.5087 ‖
‖       153 |  98886 |              41898 |   2.159e-02 |           30.5087 ‖
‖       154 |  99673 |              42105 |   2.156e-02 |           30.5087 ‖
‖       155 | 100161 |              42593 |   2.154e-02 |           30.5087 ‖
‖       156 | 100471 |              43234 |   2.153e-02 |           30.5087 ‖
‖       157 | 100684 |              43927 |   2.155e-02 |           30.5087 ‖
‖       158 | 101178 |              44382 |   2.156e-02 |           30.5088 ‖
‖       159 | 101868 |              44674 |   2.157e-02 |           30.5087 ‖
‖       160 | 102538 |              44980 |   2.157e-02 |           30.5088 ‖
‖       161 | 103265 |              45240 |   2.156e-02 |           30.5088 ‖
‖       162 | 103443 |              45978 |   2.154e-02 |           30.3115 ‖
‖       163 | 104052 |              46346 |   2.151e-02 |           30.3115 ‖
‖       164 | 104526 |              46854 |   2.148e-02 |           30.2129 ‖
‖       165 | 105133 |              47231 |   2.145e-02 |           30.2129 ‖
‖       166 | 105675 |              47673 |   2.143e-02 |           30.2130 ‖
‖       167 | 106191 |              48135 |   2.141e-02 |           30.2130 ‖
‖       168 | 106890 |              48413 |   2.140e-02 |           30.2132 ‖
‖       169 | 107301 |              48986 |   2.139e-02 |           30.2133 ‖
‖       170 | 107475 |              49746 |   2.139e-02 |           30.1261 ‖
‖       171 | 107877 |              50285 |   2.139e-02 |           30.1262 ‖
‖       172 | 108232 |              50875 |   2.139e-02 |           30.1261 ‖
‖       173 | 108669 |              51395 |   2.140e-02 |           30.1259 ‖
‖       174 | 108998 |              51994 |   2.140e-02 |           30.1259 ‖
‖       175 | 109563 |              52398 |   2.139e-02 |           30.1258 ‖
‖       176 | 110252 |              52693 |   2.138e-02 |           30.1260 ‖
‖       177 | 110720 |              53209 |   2.137e-02 |           30.1259 ‖
‖       178 | 111089 |              53788 |   2.136e-02 |           30.1259 ‖
‖       179 | 111419 |              54396 |   2.138e-02 |           30.1257 ‖
‖       180 | 111768 |              54978 |   2.139e-02 |           30.1256 ‖
‖       181 | 112264 |              55428 |   2.142e-02 |           30.1254 ‖
‖       182 | 112837 |              55821 |   2.143e-02 |           30.1253 ‖
‖       183 | 113410 |              56185 |   2.143e-02 |           30.1252 ‖
‖       184 | 114147 |              56411 |   2.141e-02 |           30.1252 ‖
‖       185 | 114922 |              56624 |   2.139e-02 |           30.1250 ‖
‖       186 | 115700 |              56841 |   2.137e-02 |           30.1249 ‖
‖       187 | 116417 |              57109 |   2.136e-02 |           30.1248 ‖
‖       188 | 116705 |              57788 |   2.134e-02 |           29.8208 ‖
‖       189 | 117189 |              58236 |   2.132e-02 |           29.7893 ‖
‖       190 | 117215 |              59191 |   2.130e-02 |           29.2275 ‖
‖       191 | 117528 |              59798 |   2.128e-02 |           29.1055 ‖
‖       192 | 118034 |              60263 |   2.126e-02 |           29.0544 ‖
‖       193 | 118344 |              60892 |   2.125e-02 |           29.0067 ‖
‖       194 | 118373 |              61798 |   2.124e-02 |           28.5343 ‖
‖       195 | 118692 |              62416 |   2.124e-02 |           28.3618 ‖
‖       196 | 119055 |              63008 |   2.125e-02 |           28.2251 ‖
‖       197 | 119442 |              63575 |   2.126e-02 |           28.2060 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.093 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_689.vnnlib: unknown
--- Verification time: 20.1120 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (279/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5092.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5092.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5092.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.534e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5092.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (280/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_710.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_710.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_710.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.118e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_710.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (281/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3533.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3533.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3533.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.302e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3533.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (282/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1260.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1260.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1260.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.083e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.939e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.825e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.673e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.593e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.508e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.421e-02 |           99.9999 ‖
‖         8 |    127 |                  1 |   3.332e-02 |           98.0755 ‖
‖         9 |    244 |                 10 |   3.261e-02 |           94.6815 ‖
‖        10 |    466 |                 31 |   3.186e-02 |           89.5131 ‖
‖        11 |    871 |                 87 |   3.141e-02 |           83.5483 ‖
‖        12 |   1600 |                220 |   3.078e-02 |           75.9818 ‖
‖        13 |   2287 |                533 |   3.019e-02 |           67.1833 ‖
‖        14 |   3251 |                566 |   3.004e-02 |           66.9567 ‖
‖        15 |   3801 |               1026 |   2.962e-02 |           60.9090 ‖
‖        16 |   4656 |               1157 |   2.937e-02 |           59.3791 ‖
‖        17 |   5575 |               1250 |   2.912e-02 |           58.0026 ‖
‖        18 |   6564 |               1278 |   2.891e-02 |           57.5226 ‖
‖        19 |   7578 |               1283 |   2.870e-02 |           57.5225 ‖
‖        20 |   8137 |               1741 |   2.841e-02 |           54.5482 ‖
‖        21 |   9021 |               1832 |   2.823e-02 |           54.3378 ‖
‖        22 |   9774 |               2099 |   2.797e-02 |           52.4789 ‖
‖        23 |  10773 |               2114 |   2.779e-02 |           52.4370 ‖
‖        24 |  11771 |               2127 |   2.757e-02 |           52.4368 ‖
‖        25 |  12460 |               2458 |   2.732e-02 |           50.1253 ‖
‖        26 |  13466 |               2467 |   2.716e-02 |           50.1249 ‖
‖        27 |  14468 |               2488 |   2.694e-02 |           49.9091 ‖
‖        28 |  15282 |               2698 |   2.673e-02 |           48.2383 ‖
‖        29 |  16236 |               2757 |   2.657e-02 |           47.7917 ‖
‖        30 |  17231 |               2783 |   2.637e-02 |           47.6243 ‖
‖        31 |  18218 |               2816 |   2.624e-02 |           47.5494 ‖
‖        32 |  19195 |               2855 |   2.611e-02 |           47.5492 ‖
‖        33 |  20004 |               3060 |   2.592e-02 |           47.0839 ‖
‖        34 |  20792 |               3247 |   2.579e-02 |           46.8482 ‖
‖        35 |  21711 |               3343 |   2.563e-02 |           46.7479 ‖
‖        36 |  22669 |               3402 |   2.552e-02 |           46.7459 ‖
‖        37 |  23590 |               3489 |   2.539e-02 |           46.7459 ‖
‖        38 |  24143 |               3932 |   2.526e-02 |           45.9137 ‖
‖        39 |  24623 |               4408 |   2.522e-02 |           45.6270 ‖
‖        40 |  25084 |               4912 |   2.520e-02 |           45.6268 ‖
‖        41 |  25371 |               5581 |   2.529e-02 |           45.3081 ‖
‖        42 |  25903 |               5989 |   2.538e-02 |           45.2702 ‖
‖        43 |  26755 |               6123 |   2.533e-02 |           45.2701 ‖
‖        44 |  27745 |               6150 |   2.530e-02 |           45.2701 ‖
‖        45 |  28751 |               6166 |   2.526e-02 |           45.2701 ‖
‖        46 |  29728 |               6208 |   2.515e-02 |           45.2581 ‖
‖        47 |  30134 |               6816 |   2.504e-02 |           43.2818 ‖
‖        48 |  30981 |               6947 |   2.496e-02 |           43.2656 ‖
‖        49 |  31901 |               7036 |   2.492e-02 |           43.2607 ‖
‖        50 |  32834 |               7119 |   2.491e-02 |           43.2594 ‖
‖        51 |  33670 |               7294 |   2.483e-02 |           43.2592 ‖
‖        52 |  34378 |               7575 |   2.478e-02 |           42.9671 ‖
‖        53 |  35240 |               7717 |   2.474e-02 |           42.9672 ‖
‖        54 |  36127 |               7844 |   2.468e-02 |           42.9675 ‖
‖        55 |  36574 |               8405 |   2.460e-02 |           41.6090 ‖
‖        56 |  37032 |               8904 |   2.455e-02 |           40.6290 ‖
‖        57 |  37806 |               9134 |   2.445e-02 |           40.3911 ‖
‖        58 |  38326 |               9617 |   2.441e-02 |           39.3032 ‖
‖        59 |  38970 |               9956 |   2.436e-02 |           39.1131 ‖
‖        60 |  39569 |              10343 |   2.430e-02 |           38.8206 ‖
‖        61 |  40157 |              10728 |   2.427e-02 |           38.8121 ‖
‖        62 |  40814 |              11056 |   2.424e-02 |           38.8123 ‖
‖        63 |  41331 |              11525 |   2.420e-02 |           38.4756 ‖
‖        64 |  41784 |              12049 |   2.423e-02 |           38.1992 ‖
‖        65 |  42119 |              12679 |   2.425e-02 |           38.1874 ‖
‖        66 |  42507 |              13241 |   2.425e-02 |           38.1855 ‖
‖        67 |  43110 |              13599 |   2.428e-02 |           38.1854 ‖
‖        68 |  43791 |              13910 |   2.424e-02 |           38.1854 ‖
‖        69 |  44375 |              14300 |   2.418e-02 |           38.1270 ‖
‖        70 |  45047 |              14612 |   2.416e-02 |           38.1271 ‖
‖        71 |  45569 |              15069 |   2.411e-02 |           38.1272 ‖
‖        72 |  46132 |              15471 |   2.412e-02 |           38.0790 ‖
‖        73 |  46643 |              15937 |   2.411e-02 |           38.0791 ‖
‖        74 |  47020 |              16520 |   2.409e-02 |           37.9576 ‖
‖        75 |  47546 |              16959 |   2.408e-02 |           37.9575 ‖
‖        76 |  47948 |              17534 |   2.406e-02 |           37.9574 ‖
‖        77 |  48245 |              18181 |   2.407e-02 |           37.7358 ‖
‖        78 |  48747 |              18632 |   2.409e-02 |           37.7265 ‖
‖        79 |  48950 |              19383 |   2.410e-02 |           37.7265 ‖
‖        80 |  49250 |              20029 |   2.412e-02 |           37.7264 ‖
‖        81 |  49611 |              20613 |   2.415e-02 |           37.7265 ‖
‖        82 |  49781 |              21399 |   2.415e-02 |           37.7264 ‖
‖        83 |  49818 |              22259 |   2.417e-02 |           37.5080 ‖
‖        84 |  50069 |              22963 |   2.419e-02 |           37.5080 ‖
‖        85 |  50391 |              23588 |   2.423e-02 |           37.3666 ‖
‖        86 |  51019 |              23915 |   2.426e-02 |           37.3669 ‖
‖        87 |  51781 |              24145 |   2.425e-02 |           37.3668 ‖
‖        88 |  52675 |              24257 |   2.422e-02 |           37.3666 ‖
‖        89 |  53216 |              24731 |   2.419e-02 |           36.6593 ‖
‖        90 |  53886 |              25075 |   2.418e-02 |           36.2733 ‖
‖        91 |  54651 |              25318 |   2.417e-02 |           36.0541 ‖
‖        92 |  55438 |              25541 |   2.416e-02 |           35.9931 ‖
‖        93 |  56138 |              25839 |   2.412e-02 |           35.9930 ‖
‖        94 |  56749 |              26216 |   2.410e-02 |           35.9929 ‖
‖        95 |  57414 |              26534 |   2.410e-02 |           35.9600 ‖
‖        96 |  58233 |              26720 |   2.410e-02 |           35.9598 ‖
‖        97 |  59059 |              26909 |   2.407e-02 |           35.9597 ‖
‖        98 |  59845 |              27124 |   2.405e-02 |           35.9596 ‖
‖        99 |  60542 |              27422 |   2.404e-02 |           35.9594 ‖
‖       100 |  61189 |              27759 |   2.404e-02 |           35.9594 ‖
‖       101 |  61790 |              28147 |   2.402e-02 |           35.9592 ‖
‖       102 |  62502 |              28413 |   2.400e-02 |           35.9592 ‖
‖       103 |  63275 |              28644 |   2.397e-02 |           35.9592 ‖
‖       104 |  63534 |              29323 |   2.393e-02 |           35.2437 ‖
‖       105 |  64147 |              29668 |   2.390e-02 |           35.2040 ‖
‖       106 |  64759 |              30031 |   2.387e-02 |           35.2039 ‖
‖       107 |  65309 |              30443 |   2.385e-02 |           35.2038 ‖
‖       108 |  65888 |              30834 |   2.385e-02 |           35.0526 ‖
‖       109 |  66578 |              31139 |   2.385e-02 |           34.9810 ‖
‖       110 |  67049 |              31632 |   2.382e-02 |           34.9809 ‖
‖       111 |  67632 |              32015 |   2.383e-02 |           34.9401 ‖
‖       112 |  68313 |              32315 |   2.385e-02 |           34.9319 ‖
‖       113 |  68928 |              32701 |   2.383e-02 |           34.9312 ‖
‖       114 |  69467 |              33146 |   2.381e-02 |           34.9305 ‖
‖       115 |  70052 |              33537 |   2.378e-02 |           34.9303 ‖
‖       116 |  70470 |              34081 |   2.375e-02 |           34.8001 ‖
‖       117 |  70795 |              34725 |   2.375e-02 |           34.7998 ‖
‖       118 |  71138 |              35312 |   2.376e-02 |           34.7996 ‖
‖       119 |  71601 |              35799 |   2.376e-02 |           34.7993 ‖
‖       120 |  72239 |              36132 |   2.375e-02 |           34.7989 ‖
‖       121 |  72908 |              36443 |   2.374e-02 |           34.7984 ‖
‖       122 |  73590 |              36763 |   2.372e-02 |           34.7980 ‖
‖       123 |  74175 |              37138 |   2.371e-02 |           34.7976 ‖
‖       124 |  74413 |              37875 |   2.370e-02 |           34.3452 ‖
‖       125 |  74574 |              38635 |   2.369e-02 |           34.1444 ‖
‖       126 |  74799 |              39382 |   2.367e-02 |           33.5776 ‖
‖       127 |  75167 |              39944 |   2.365e-02 |           33.3377 ‖
‖       128 |  75678 |              40403 |   2.363e-02 |           33.1743 ‖
‖       129 |  76384 |              40678 |   2.360e-02 |           33.1741 ‖
‖       130 |  76974 |              41077 |   2.356e-02 |           33.0291 ‖
‖       131 |  77074 |              41950 |   2.354e-02 |           32.0814 ‖
‖       132 |  77140 |              42815 |   2.353e-02 |           31.8088 ‖
‖       133 |  77221 |              43670 |   2.353e-02 |           31.4528 ‖
‖       134 |  77530 |              44263 |   2.353e-02 |           31.4520 ‖
‖       135 |  77760 |              44978 |   2.352e-02 |           31.0938 ‖
‖       136 |  78215 |              45486 |   2.350e-02 |           31.0939 ‖
‖       137 |  78559 |              46100 |   2.349e-02 |           31.0685 ‖
‖       138 |  78954 |              46649 |   2.349e-02 |           31.0686 ‖
‖       139 |  79301 |              47245 |   2.350e-02 |           31.0687 ‖
‖       140 |  79741 |              47769 |   2.350e-02 |           31.0688 ‖
‖       141 |  79829 |              48627 |   2.349e-02 |           30.8047 ‖
‖       142 |  80026 |              49356 |   2.350e-02 |           30.6687 ‖
‖       143 |  80360 |              49966 |   2.350e-02 |           30.4650 ‖
‖       144 |  80712 |              50591 |   2.350e-02 |           29.8483 ‖
‖       145 |  81305 |              50967 |   2.350e-02 |           29.5882 ‖
‖       146 |  81953 |              51303 |   2.350e-02 |           29.5215 ‖
‖       147 |  82469 |              51769 |   2.350e-02 |           29.4579 ‖
‖       148 |  82907 |              52300 |   2.349e-02 |           29.4537 ‖
‖       149 |  83509 |              52670 |   2.350e-02 |           29.4177 ‖
‖       150 |  84093 |              53051 |   2.351e-02 |           29.4131 ‖
‖       151 |  84496 |              53610 |   2.352e-02 |           29.4126 ‖
‖       152 |  84746 |              54317 |   2.352e-02 |           29.4115 ‖
‖       153 |  84956 |              55038 |   2.352e-02 |           29.4040 ‖
‖       154 |  85178 |              55762 |   2.352e-02 |           29.4040 ‖
‖       155 |  85380 |              56501 |   2.352e-02 |           29.4039 ‖
‖       156 |  85839 |              56992 |   2.353e-02 |           29.4038 ‖
‖       157 |  86177 |              57613 |   2.353e-02 |           29.4037 ‖
‖       158 |  86313 |              58402 |   2.353e-02 |           29.4037 ‖
‖       159 |  86467 |              59188 |   2.353e-02 |           29.4037 ‖
‖       160 |  86896 |              59699 |   2.355e-02 |           29.3795 ‖
‖       161 |  87276 |              60276 |   2.357e-02 |           29.3746 ‖
‖       162 |  87716 |              60782 |   2.359e-02 |           29.3734 ‖
‖       163 |  88063 |              61396 |   2.360e-02 |           29.3734 ‖
‖       164 |  88262 |              62120 |   2.360e-02 |           29.1555 ‖
‖       165 |  88424 |              62925 |   2.360e-02 |           29.1555 ‖
‖       166 |  88759 |              63531 |   2.361e-02 |           29.1552 ‖
‖       167 |  89254 |              63990 |   2.362e-02 |           29.1549 ‖
‖       168 |  89958 |              64266 |   2.362e-02 |           29.1547 ‖
‖       169 |  90383 |              64836 |   2.362e-02 |           28.9248 ‖
‖       170 |  90735 |              65427 |   2.363e-02 |           28.6130 ‖
‖       171 |  91302 |              65842 |   2.364e-02 |           28.4785 ‖
‖       172 |  92021 |              66111 |   2.365e-02 |           28.4346 ‖
‖       173 |  92820 |              66311 |   2.365e-02 |           28.4204 ‖
‖       174 |  93127 |              66965 |   2.365e-02 |           28.4100 ‖
‖       175 |  93582 |              67468 |   2.367e-02 |           28.4018 ‖
‖       176 |  94008 |              67999 |   2.368e-02 |           28.3991 ‖
‖       177 |  94544 |              68429 |   2.369e-02 |           28.3976 ‖
‖       178 |  95123 |              68794 |   2.368e-02 |           28.3965 ‖
‖       179 |  95750 |              69117 |   2.368e-02 |           28.3555 ‖
‖       180 |  96538 |              69318 |   2.367e-02 |           28.3551 ‖
‖       181 |  97342 |              69524 |   2.366e-02 |           28.3247 ‖
‖       182 |  98181 |              69685 |   2.366e-02 |           28.3155 ‖
‖       183 |  98970 |              69888 |   2.366e-02 |           28.3140 ‖
‖       184 |  99742 |              70124 |   2.366e-02 |           28.3138 ‖
‖       185 | 100316 |              70545 |   2.365e-02 |           28.3135 ‖
‖       186 | 100809 |              71029 |   2.365e-02 |           28.3132 ‖
‖       187 | 101373 |              71438 |   2.364e-02 |           28.3128 ‖
‖       188 | 101976 |              71820 |   2.362e-02 |           28.3108 ‖
‖       189 | 102565 |              72213 |   2.361e-02 |           28.3103 ‖
‖       190 | 103213 |              72554 |   2.360e-02 |           28.2607 ‖
‖       191 | 103516 |              73239 |   2.358e-02 |           27.8206 ‖
‖       192 | 104055 |              73646 |   2.357e-02 |           27.7990 ‖
‖       193 | 104295 |              74404 |   2.355e-02 |           27.3594 ‖
‖       194 | 104432 |              75192 |   2.354e-02 |           27.1931 ‖
‖       195 | 104409 |              76114 |   2.354e-02 |           26.8936 ‖
‖       196 | 104528 |              76941 |   2.354e-02 |           26.6337 ‖
‖       197 | 104536 |              77795 |   2.354e-02 |           26.5455 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.041 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1260.vnnlib: unknown
--- Verification time: 20.0556 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (283/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6790.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6790.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6790.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.645e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   8.424e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   8.234e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   8.123e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   7.799e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.074 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6790.vnnlib: sat
--- Verification time: 0.0859 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (284/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3748.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3748.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3748.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.170e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3748.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (285/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2823.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2823.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2823.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.388e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2823.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (286/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5899.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5899.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5899.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.995e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5899.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (287/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_964.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_964.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_964.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.352e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_964.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (288/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1528.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1528.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1528.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.294e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1528.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (289/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2756.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2756.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2756.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.561e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2756.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (290/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_984.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_984.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_984.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.765e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_984.vnnlib: unsat
--- Verification time: 0.0307 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (291/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1688.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1688.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1688.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.819e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1688.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (292/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1467.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1467.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1467.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.618e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1467.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (293/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5967.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5967.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5967.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.651e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.562e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.469e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.368e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.266e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.195e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.102e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.006e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.920e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.842e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.763e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   3.686e-02 |           99.9994 ‖
‖        13 |   3072 |                  0 |   3.637e-02 |           99.9992 ‖
‖        14 |   4096 |                  0 |   3.602e-02 |           99.9991 ‖
‖        15 |   5120 |                  0 |   3.572e-02 |           99.9992 ‖
‖        16 |   6144 |                  0 |   3.540e-02 |           99.9991 ‖
‖        17 |   7168 |                  0 |   3.511e-02 |           99.9991 ‖
‖        18 |   8192 |                  0 |   3.485e-02 |           99.9996 ‖
‖        19 |   9216 |                  0 |   3.460e-02 |           99.9997 ‖
‖        20 |  10240 |                  0 |   3.436e-02 |           99.9999 ‖
‖        21 |  11264 |                  0 |   3.409e-02 |           99.9995 ‖
‖        22 |  12288 |                  0 |   3.385e-02 |           99.9996 ‖
‖        23 |  13312 |                  0 |   3.362e-02 |          100.0012 ‖
‖        24 |  14336 |                  0 |   3.336e-02 |          100.0018 ‖
‖        25 |  15360 |                  0 |   3.321e-02 |          100.0017 ‖
‖        26 |  16384 |                  0 |   3.315e-02 |          100.0020 ‖
‖        27 |  17408 |                  0 |   3.304e-02 |          100.0017 ‖
‖        28 |  18432 |                  0 |   3.299e-02 |          100.0018 ‖
‖        29 |  19456 |                  0 |   3.291e-02 |          100.0021 ‖
‖        30 |  20480 |                  0 |   3.277e-02 |          100.0020 ‖
‖        31 |  21504 |                  0 |   3.265e-02 |          100.0015 ‖
‖        32 |  22528 |                  0 |   3.255e-02 |          100.0006 ‖
‖        33 |  23552 |                  0 |   3.243e-02 |          100.0008 ‖
‖        34 |  24576 |                  0 |   3.237e-02 |          100.0007 ‖
‖        35 |  25600 |                  0 |   3.230e-02 |          100.0011 ‖
‖        36 |  26624 |                  0 |   3.217e-02 |          100.0018 ‖
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‖        38 |  28672 |                  0 |   3.203e-02 |          100.0025 ‖
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‖        40 |  30720 |                  0 |   3.180e-02 |          100.0028 ‖
‖        41 |  31744 |                  0 |   3.174e-02 |          100.0035 ‖
‖        42 |  32768 |                  0 |   3.167e-02 |          100.0040 ‖
‖        43 |  33792 |                  0 |   3.161e-02 |          100.0041 ‖
‖        44 |  34816 |                  0 |   3.160e-02 |          100.0043 ‖
‖        45 |  35840 |                  0 |   3.156e-02 |          100.0033 ‖
‖        46 |  36864 |                  0 |   3.146e-02 |          100.0036 ‖
‖        47 |  37888 |                  0 |   3.143e-02 |          100.0033 ‖
‖        48 |  38912 |                  0 |   3.141e-02 |          100.0009 ‖
‖        49 |  39936 |                  0 |   3.129e-02 |          100.0011 ‖
‖        50 |  40960 |                  0 |   3.121e-02 |          100.0008 ‖
‖        51 |  41984 |                  0 |   3.121e-02 |          100.0001 ‖
‖        52 |  43008 |                  0 |   3.115e-02 |           99.9997 ‖
‖        53 |  44031 |                  1 |   3.116e-02 |           99.9999 ‖
‖        54 |  45048 |                  8 |   3.116e-02 |           99.9991 ‖
‖        55 |  46070 |                 10 |   3.114e-02 |           99.9982 ‖
‖        56 |  47094 |                 10 |   3.112e-02 |           99.9980 ‖
‖        57 |  48118 |                 10 |   3.108e-02 |           99.9980 ‖
‖        58 |  49142 |                 10 |   3.102e-02 |           99.9980 ‖
‖        59 |  50166 |                 10 |   3.099e-02 |           99.9980 ‖
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‖        65 |  56310 |                 10 |   3.088e-02 |           99.9984 ‖
‖        66 |  57334 |                 10 |   3.083e-02 |           99.9988 ‖
‖        67 |  58358 |                 10 |   3.078e-02 |           99.9986 ‖
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‖        69 |  60406 |                 10 |   3.071e-02 |           99.9982 ‖
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‖        71 |  62454 |                 10 |   3.065e-02 |           99.9994 ‖
‖        72 |  63478 |                 10 |   3.063e-02 |          100.0002 ‖
‖        73 |  64502 |                 10 |   3.057e-02 |          100.0004 ‖
‖        74 |  65526 |                 10 |   3.054e-02 |          100.0004 ‖
‖        75 |  66550 |                 10 |   3.054e-02 |          100.0007 ‖
‖        76 |  67574 |                 10 |   3.051e-02 |          100.0007 ‖
‖        77 |  68598 |                 10 |   3.052e-02 |          100.0005 ‖
‖        78 |  69622 |                 10 |   3.052e-02 |          100.0004 ‖
‖        79 |  70646 |                 10 |   3.050e-02 |          100.0004 ‖
‖        80 |  71670 |                 10 |   3.050e-02 |          100.0013 ‖
‖        81 |  72694 |                 10 |   3.048e-02 |          100.0014 ‖
‖        82 |  73718 |                 10 |   3.044e-02 |          100.0019 ‖
‖        83 |  74742 |                 10 |   3.042e-02 |          100.0021 ‖
‖        84 |  75766 |                 10 |   3.042e-02 |          100.0012 ‖
‖        85 |  76790 |                 10 |   3.039e-02 |          100.0009 ‖
‖        86 |  77814 |                 10 |   3.038e-02 |          100.0005 ‖
‖        87 |  78838 |                 10 |   3.036e-02 |          100.0002 ‖
‖        88 |  79862 |                 10 |   3.033e-02 |          100.0001 ‖
‖        89 |  80886 |                 10 |   3.032e-02 |           99.9995 ‖
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‖        94 |  86004 |                 12 |   3.023e-02 |           99.9976 ‖
‖        95 |  87028 |                 12 |   3.022e-02 |           99.9971 ‖
‖        96 |  88052 |                 12 |   3.021e-02 |           99.9972 ‖
‖        97 |  89076 |                 12 |   3.018e-02 |           99.9998 ‖
‖        98 |  90098 |                 14 |   3.015e-02 |           99.9997 ‖
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‖       100 |  92146 |                 14 |   3.009e-02 |           99.9998 ‖
‖       101 |  93167 |                 17 |   3.007e-02 |           99.9995 ‖
‖       102 |  94177 |                 30 |   3.007e-02 |           99.9995 ‖
‖       103 |  95201 |                 30 |   3.004e-02 |           99.9996 ‖
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‖       105 |  97249 |                 30 |   3.005e-02 |           99.9996 ‖
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‖       109 | 101345 |                 30 |   2.999e-02 |           99.9996 ‖
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‖       113 | 105441 |                 30 |   2.996e-02 |           99.9996 ‖
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‖       115 | 107489 |                 30 |   2.992e-02 |           99.9996 ‖
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‖       118 | 110561 |                 30 |   2.984e-02 |           99.9996 ‖
‖       119 | 111585 |                 30 |   2.984e-02 |           99.9995 ‖
‖       120 | 112609 |                 30 |   2.985e-02 |           99.9994 ‖
‖       121 | 113633 |                 30 |   2.985e-02 |           99.9995 ‖
‖       122 | 114655 |                 32 |   2.987e-02 |           99.9994 ‖
‖       123 | 115678 |                 33 |   2.988e-02 |           99.9996 ‖
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‖       133 | 125907 |                 44 |   2.970e-02 |           99.9994 ‖
‖       134 | 126931 |                 44 |   2.969e-02 |           99.9996 ‖
‖       135 | 127955 |                 44 |   2.969e-02 |           99.9995 ‖
‖       136 | 128979 |                 44 |   2.969e-02 |           99.9994 ‖
‖       137 | 130003 |                 44 |   2.969e-02 |           99.9995 ‖
‖       138 | 131026 |                 45 |   2.968e-02 |           99.9995 ‖
‖       139 | 132031 |                 63 |   2.967e-02 |           99.9996 ‖
‖       140 | 133055 |                 63 |   2.967e-02 |           99.9995 ‖
‖       141 | 134079 |                 63 |   2.966e-02 |           99.9995 ‖
‖       142 | 135103 |                 63 |   2.964e-02 |           99.9996 ‖
‖       143 | 136127 |                 63 |   2.964e-02 |           99.9995 ‖
‖       144 | 137151 |                 63 |   2.963e-02 |           99.9995 ‖
‖       145 | 138175 |                 63 |   2.962e-02 |           99.9995 ‖
‖       146 | 139199 |                 63 |   2.962e-02 |           99.9995 ‖
‖       147 | 140223 |                 63 |   2.961e-02 |           99.9995 ‖
‖       148 | 141247 |                 63 |   2.959e-02 |           99.9995 ‖
‖       149 | 142271 |                 63 |   2.959e-02 |           99.9995 ‖
‖       150 | 143295 |                 63 |   2.959e-02 |           99.9996 ‖
‖       151 | 144319 |                 63 |   2.957e-02 |           99.9994 ‖
‖       152 | 145338 |                 68 |   2.956e-02 |           99.9995 ‖
‖       153 | 146362 |                 68 |   2.955e-02 |           99.9996 ‖
‖       154 | 147386 |                 68 |   2.953e-02 |           99.9994 ‖
‖       155 | 148410 |                 68 |   2.952e-02 |           99.9996 ‖
‖       156 | 149434 |                 68 |   2.952e-02 |           99.9995 ‖
‖       157 | 150456 |                 70 |   2.951e-02 |           99.9994 ‖
‖       158 | 151480 |                 70 |   2.951e-02 |           99.9995 ‖
‖       159 | 152504 |                 70 |   2.950e-02 |           99.9995 ‖
‖       160 | 153528 |                 70 |   2.950e-02 |           99.9995 ‖
‖       161 | 154552 |                 70 |   2.951e-02 |           99.9995 ‖
‖       162 | 155576 |                 70 |   2.950e-02 |           99.9995 ‖
‖       163 | 156600 |                 70 |   2.949e-02 |           99.9996 ‖
‖       164 | 157624 |                 70 |   2.949e-02 |           99.9995 ‖
‖       165 | 158648 |                 70 |   2.948e-02 |           99.9995 ‖
‖       166 | 159672 |                 70 |   2.947e-02 |           99.9995 ‖
‖       167 | 160696 |                 70 |   2.946e-02 |           99.9994 ‖
‖       168 | 161716 |                 74 |   2.945e-02 |           99.9995 ‖
‖       169 | 162740 |                 74 |   2.943e-02 |           99.9996 ‖
‖       170 | 163764 |                 74 |   2.943e-02 |           99.9994 ‖
‖       171 | 164788 |                 74 |   2.943e-02 |           99.9995 ‖
‖       172 | 165812 |                 74 |   2.941e-02 |           99.9995 ‖
‖       173 | 166836 |                 74 |   2.941e-02 |           99.9995 ‖
‖       174 | 167860 |                 74 |   2.942e-02 |           99.9995 ‖
‖       175 | 168884 |                 74 |   2.940e-02 |           99.9996 ‖
‖       176 | 169904 |                 78 |   2.940e-02 |           99.9993 ‖
‖       177 | 170904 |                102 |   2.940e-02 |           99.9987 ‖
‖       178 | 171862 |                165 |   2.938e-02 |           99.9979 ‖
‖       179 | 172858 |                192 |   2.937e-02 |           99.9976 ‖
‖       180 | 173869 |                205 |   2.936e-02 |           99.9975 ‖
‖       181 | 174847 |                251 |   2.934e-02 |           99.9968 ‖
‖       182 | 175798 |                322 |   2.933e-02 |           99.9965 ‖
‖       183 | 176765 |                377 |   2.933e-02 |           99.9963 ‖
‖       184 | 177743 |                415 |   2.931e-02 |           99.9963 ‖
‖       185 | 178747 |                430 |   2.931e-02 |           99.9964 ‖
‖       186 | 179769 |                431 |   2.930e-02 |           99.9963 ‖
‖       187 | 180793 |                431 |   2.928e-02 |           99.9963 ‖
‖       188 | 181817 |                431 |   2.927e-02 |           99.9963 ‖
‖       189 | 182841 |                431 |   2.926e-02 |           99.9963 ‖
‖       190 | 183865 |                431 |   2.925e-02 |           99.9963 ‖
‖       191 | 184889 |                431 |   2.924e-02 |           99.9964 ‖
‖       192 | 185913 |                431 |   2.924e-02 |           99.9963 ‖
‖       193 | 186937 |                431 |   2.924e-02 |           99.9963 ‖
‖       194 | 187961 |                431 |   2.925e-02 |           99.9963 ‖
‖       195 | 188985 |                431 |   2.925e-02 |           99.9963 ‖
‖       196 | 190009 |                431 |   2.924e-02 |           99.9964 ‖
‖       197 | 191033 |                431 |   2.923e-02 |           99.9964 ‖
‖       198 | 192057 |                431 |   2.922e-02 |           99.9963 ‖
‖       199 | 193081 |                431 |   2.921e-02 |           99.9963 ‖
‖       200 | 194105 |                431 |   2.920e-02 |           99.9964 ‖
‖       201 | 195129 |                431 |   2.920e-02 |           99.9964 ‖
‖       202 | 196153 |                431 |   2.919e-02 |           99.9963 ‖
‖       203 | 197177 |                431 |   2.919e-02 |           99.9963 ‖
‖       204 | 198201 |                431 |   2.919e-02 |           99.9963 ‖
‖       205 | 199225 |                431 |   2.918e-02 |           99.9963 ‖
‖       206 | 200248 |                432 |   2.917e-02 |           99.9963 ‖
‖       207 | 201265 |                439 |   2.917e-02 |           99.9964 ‖
‖       208 | 202273 |                454 |   2.916e-02 |           99.9964 ‖
‖       209 | 203257 |                492 |   2.916e-02 |           99.9964 ‖
‖       210 | 204192 |                577 |   2.916e-02 |           99.9963 ‖
‖       211 | 205036 |                744 |   2.915e-02 |           99.9963 ‖
‖       212 | 205800 |                986 |   2.915e-02 |           99.9964 ‖
‖       213 | 206498 |               1292 |   2.916e-02 |           99.9964 ‖
‖       214 | 207261 |               1527 |   2.915e-02 |           99.9964 ‖
‖       215 | 208080 |               1711 |   2.915e-02 |           99.9963 ‖
‖       216 | 208977 |               1825 |   2.915e-02 |           99.9963 ‖
‖       217 | 209953 |               1865 |   2.915e-02 |           99.9964 ‖
‖       218 | 210971 |               1871 |   2.915e-02 |           99.9965 ‖
‖       219 | 211989 |               1877 |   2.915e-02 |           99.9963 ‖
‖       220 | 213013 |               1877 |   2.913e-02 |           99.9963 ‖
‖       221 | 214037 |               1877 |   2.913e-02 |           99.9964 ‖
‖       222 | 215061 |               1877 |   2.913e-02 |           99.9963 ‖
‖       223 | 216085 |               1877 |   2.911e-02 |           99.9963 ‖
‖       224 | 217102 |               1884 |   2.910e-02 |           99.9963 ‖
‖       225 | 218037 |               1972 |   2.908e-02 |           99.9964 ‖
‖       226 | 218871 |               2149 |   2.906e-02 |           99.9964 ‖
‖       227 | 219698 |               2324 |   2.905e-02 |           99.9963 ‖
‖       228 | 220406 |               2607 |   2.904e-02 |           99.9963 ‖
‖       229 | 220918 |               3085 |   2.903e-02 |           99.9965 ‖
‖       230 | 221380 |               3568 |   2.904e-02 |           99.9964 ‖
‖       231 | 222117 |               3789 |   2.906e-02 |           99.9964 ‖
‖       232 | 223085 |               3831 |   2.905e-02 |           99.9964 ‖
‖       233 | 224100 |               3838 |   2.905e-02 |           99.9963 ‖
‖       234 | 225117 |               3843 |   2.905e-02 |           99.9964 ‖
‖       235 | 226134 |               3849 |   2.904e-02 |           99.9963 ‖
‖       236 | 227155 |               3852 |   2.904e-02 |           99.9961 ‖
‖       237 | 228155 |               3874 |   2.904e-02 |           99.9959 ‖
‖       238 | 229143 |               3910 |   2.903e-02 |           99.9955 ‖
‖       239 | 230109 |               3968 |   2.902e-02 |           99.9951 ‖
‖       240 | 231098 |               4003 |   2.902e-02 |           99.9950 ‖
‖       241 | 232105 |               4020 |   2.901e-02 |           99.9949 ‖
‖       242 | 233100 |               4046 |   2.900e-02 |           99.9950 ‖
‖       243 | 234071 |               4097 |   2.900e-02 |           99.9950 ‖
‖       244 | 235047 |               4142 |   2.898e-02 |           99.9949 ‖
‖       245 | 236035 |               4174 |   2.898e-02 |           99.9949 ‖
‖       246 | 237047 |               4182 |   2.898e-02 |           99.9950 ‖
‖       247 | 238071 |               4182 |   2.897e-02 |           99.9949 ‖
‖       248 | 239084 |               4193 |   2.896e-02 |           99.9949 ‖
‖       249 | 240099 |               4200 |   2.895e-02 |           99.9949 ‖
‖       250 | 241097 |               4224 |   2.893e-02 |           99.9950 ‖
‖       251 | 242079 |               4263 |   2.891e-02 |           99.9949 ‖
‖       252 | 243025 |               4331 |   2.889e-02 |           99.9948 ‖
‖       253 | 243926 |               4446 |   2.887e-02 |           99.9948 ‖
‖       254 | 244800 |               4574 |   2.885e-02 |           99.9949 ‖
‖       255 | 245675 |               4704 |   2.884e-02 |           99.9949 ‖
‖       256 | 246524 |               4851 |   2.883e-02 |           99.9948 ‖
‖       257 | 247355 |               5020 |   2.882e-02 |           99.9948 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.140 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5967.vnnlib: unknown
--- Verification time: 20.1594 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (294/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5181.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5181.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5181.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.850e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5181.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (295/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5995.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5995.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5995.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.988e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.858e-02 |           99.9494 ‖
‖         3 |      4 |                  0 |   2.757e-02 |           99.9494 ‖
‖         4 |      8 |                  0 |   2.664e-02 |           89.1572 ‖
‖         5 |     14 |                  2 |   2.605e-02 |           80.2123 ‖
‖         6 |     18 |                 11 |   2.478e-02 |           48.8080 ‖
‖         7 |     21 |                 25 |   2.404e-02 |           29.1681 ‖
‖         8 |     26 |                 39 |   2.310e-02 |           16.4314 ‖
‖         9 |     25 |                 64 |   2.172e-02 |            8.0698 ‖
‖        10 |     31 |                 80 |   2.122e-02 |            4.9586 ‖
‖        11 |     30 |                109 |   2.166e-02 |            2.5279 ‖
‖        12 |     30 |                137 |   2.021e-02 |            1.8473 ‖
‖        13 |     27 |                166 |   1.977e-02 |            0.0000 ‖
‖        14 |     14 |                202 |   1.924e-02 |            0.0000 ‖
‖        15 |     12 |                216 |   1.926e-02 |            0.0000 ‖
‖        16 |      6 |                233 |   1.651e-02 |            0.0000 ‖
‖        17 |      2 |                240 |   1.844e-02 |            0.0000 ‖
‖        18 |      2 |                242 |   1.587e-02 |            0.0000 ‖
‖        19 |      0 |                245 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.471 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5995.vnnlib: unsat
--- Verification time: 0.4822 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (296/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4571.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4571.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4571.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.475e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4571.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (297/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1959.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1959.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1959.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.208e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.110e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.061e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.943e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.873e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.836e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.751e-02 |          100.0000 ‖
‖         8 |    127 |                  1 |   3.623e-02 |           98.9946 ‖
‖         9 |    248 |                  7 |   3.562e-02 |           96.7288 ‖
‖        10 |    484 |                 19 |   3.494e-02 |           93.2718 ‖
‖        10 |      0 |                 22 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.241 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1959.vnnlib: sat
--- Verification time: 0.2520 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (298/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2255.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2255.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2255.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.263e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   5.184e-02 |           49.1251 ‖
‖         3 |      2 |                  1 |   4.679e-02 |           16.4314 ‖
‖         4 |      1 |                  3 |   4.673e-02 |            4.8221 ‖
‖         5 |      1 |                  4 |   4.618e-02 |            1.9806 ‖
‖         6 |      1 |                  5 |   2.905e-02 |            0.0000 ‖
‖         7 |      0 |                  6 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.107 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2255.vnnlib: unsat
--- Verification time: 0.1163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (299/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7857.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7857.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7857.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.095e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7857.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
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INSTANCE (300/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5471.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5471.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5471.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.333e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5471.vnnlib: sat
--- Verification time: 0.0178 / 20.0000 [s]
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INSTANCE (301/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2207.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2207.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2207.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.619e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2207.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (302/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1526.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1526.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1526.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.697e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1526.vnnlib: sat
--- Verification time: 0.0177 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (303/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3274.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3274.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3274.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.162e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3274.vnnlib: sat
--- Verification time: 0.0159 / 20.0000 [s]
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INSTANCE (304/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_532.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_532.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_532.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.223e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_532.vnnlib: sat
--- Verification time: 0.0180 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (305/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6603.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6603.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6603.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.896e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6603.vnnlib: sat
--- Verification time: 0.0220 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (306/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_841.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_841.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_841.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   3.900e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.807e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.689e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.608e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.511e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.456e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.400e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.342e-02 |          100.0001 ‖
‖         9 |    255 |                  1 |   3.269e-02 |           99.5392 ‖
‖        10 |    499 |                 12 |   3.188e-02 |           97.1812 ‖
‖        11 |    956 |                 53 |   3.100e-02 |           92.0377 ‖
‖        12 |   1733 |                225 |   3.015e-02 |           82.3035 ‖
‖        13 |   2465 |                498 |   2.965e-02 |           75.0344 ‖
‖        14 |   3328 |                642 |   2.931e-02 |           71.2710 ‖
‖        15 |   4019 |                961 |   2.902e-02 |           67.0233 ‖
‖        16 |   4774 |               1211 |   2.868e-02 |           63.9314 ‖
‖        17 |   5699 |               1297 |   2.844e-02 |           63.0965 ‖
‖        18 |   6431 |               1577 |   2.816e-02 |           60.0421 ‖
‖        19 |   7191 |               1820 |   2.792e-02 |           58.7399 ‖
‖        20 |   7677 |               2336 |   2.768e-02 |           56.8003 ‖
‖        21 |   8390 |               2624 |   2.750e-02 |           55.4465 ‖
‖        22 |   9257 |               2765 |   2.726e-02 |           54.8767 ‖
‖        23 |   9857 |               3176 |   2.700e-02 |           52.5253 ‖
‖        24 |  10690 |               3345 |   2.677e-02 |           52.2883 ‖
‖        25 |  11372 |               3668 |   2.662e-02 |           51.4580 ‖
‖        26 |  12022 |               4025 |   2.653e-02 |           50.4585 ‖
‖        27 |  12691 |               4346 |   2.646e-02 |           50.1247 ‖
‖        28 |  13168 |               4849 |   2.639e-02 |           48.3366 ‖
‖        29 |  13765 |               5248 |   2.631e-02 |           47.0682 ‖
‖        30 |  14358 |               5655 |   2.620e-02 |           46.6069 ‖
‖        31 |  14977 |               6040 |   2.614e-02 |           45.5616 ‖
‖        32 |  15474 |               6542 |   2.604e-02 |           45.2995 ‖
‖        33 |  15716 |               7265 |   2.592e-02 |           44.4837 ‖
‖        34 |  16257 |               7713 |   2.588e-02 |           44.0951 ‖
‖        35 |  16594 |               8342 |   2.583e-02 |           43.1072 ‖
‖        36 |  17029 |               8875 |   2.581e-02 |           41.9886 ‖
‖        37 |  17425 |               9428 |   2.576e-02 |           41.4206 ‖
‖        38 |  18025 |               9809 |   2.571e-02 |           41.0859 ‖
‖        39 |  18665 |              10160 |   2.563e-02 |           40.9270 ‖
‖        40 |  18822 |              10974 |   2.555e-02 |           39.4790 ‖
‖        41 |  19110 |              11626 |   2.546e-02 |           38.8831 ‖
‖        42 |  19385 |              12306 |   2.540e-02 |           38.6011 ‖
‖        43 |  19928 |              12732 |   2.535e-02 |           38.4089 ‖
‖        44 |  20489 |              13133 |   2.533e-02 |           38.2055 ‖
‖        45 |  20882 |              13737 |   2.529e-02 |           37.5375 ‖
‖        46 |  21392 |              14210 |   2.522e-02 |           37.4446 ‖
‖        47 |  21738 |              14818 |   2.521e-02 |           37.1653 ‖
‖        48 |  22100 |              15434 |   2.517e-02 |           36.4604 ‖
‖        49 |  22348 |              16138 |   2.516e-02 |           36.1547 ‖
‖        50 |  22681 |              16781 |   2.514e-02 |           35.8523 ‖
‖        51 |  23000 |              17422 |   2.511e-02 |           35.5607 ‖
‖        52 |  23159 |              18239 |   2.508e-02 |           34.3341 ‖
‖        53 |  23470 |              18886 |   2.504e-02 |           33.9411 ‖
‖        54 |  23815 |              19519 |   2.501e-02 |           33.0329 ‖
‖        55 |  24065 |              20244 |   2.497e-02 |           32.9100 ‖
‖        56 |  24199 |              21060 |   2.493e-02 |           32.4284 ‖
‖        57 |  24558 |              21648 |   2.489e-02 |           32.3758 ‖
‖        58 |  24831 |              22336 |   2.488e-02 |           31.8455 ‖
‖        59 |  25276 |              22876 |   2.487e-02 |           31.2757 ‖
‖        60 |  25484 |              23626 |   2.483e-02 |           31.2020 ‖
‖        61 |  25832 |              24235 |   2.482e-02 |           30.9900 ‖
‖        62 |  25935 |              25085 |   2.479e-02 |           30.7780 ‖
‖        63 |  26176 |              25759 |   2.478e-02 |           30.7127 ‖
‖        64 |  26680 |              26234 |   2.477e-02 |           30.4511 ‖
‖        65 |  26989 |              26881 |   2.476e-02 |           29.9631 ‖
‖        66 |  27259 |              27594 |   2.472e-02 |           29.3167 ‖
‖        67 |  27497 |              28319 |   2.470e-02 |           28.8261 ‖
‖        68 |  27831 |              28957 |   2.469e-02 |           28.1853 ‖
‖        69 |  28038 |              29703 |   2.466e-02 |           27.8387 ‖
‖        70 |  28470 |              30244 |   2.464e-02 |           27.5700 ‖
‖        71 |  28692 |              30975 |   2.461e-02 |           27.4156 ‖
‖        72 |  29075 |              31564 |   2.459e-02 |           27.2500 ‖
‖        73 |  29353 |              32248 |   2.456e-02 |           27.1796 ‖
‖        74 |  29807 |              32756 |   2.455e-02 |           27.0327 ‖
‖        75 |  30037 |              33486 |   2.452e-02 |           26.5252 ‖
‖        76 |  30211 |              34258 |   2.449e-02 |           26.0931 ‖
‖        77 |  30396 |              35055 |   2.445e-02 |           25.8228 ‖
‖        78 |  30534 |              35861 |   2.443e-02 |           25.6084 ‖
‖        79 |  30772 |              36578 |   2.440e-02 |           25.5201 ‖
‖        80 |  30929 |              37374 |   2.437e-02 |           25.3239 ‖
‖        81 |  31153 |              38071 |   2.435e-02 |           25.1746 ‖
‖        82 |  31369 |              38813 |   2.432e-02 |           24.9862 ‖
‖        83 |  31740 |              39399 |   2.431e-02 |           24.8959 ‖
‖        84 |  31854 |              40224 |   2.430e-02 |           24.4391 ‖
‖        85 |  32002 |              41023 |   2.429e-02 |           24.2245 ‖
‖        86 |  32075 |              41900 |   2.427e-02 |           24.1293 ‖
‖        87 |  32153 |              42748 |   2.426e-02 |           24.0558 ‖
‖        88 |  32271 |              43580 |   2.426e-02 |           23.7618 ‖
‖        89 |  32335 |              44428 |   2.427e-02 |           23.5387 ‖
‖        90 |  32378 |              45334 |   2.426e-02 |           23.2280 ‖
‖        91 |  32496 |              46126 |   2.427e-02 |           22.9721 ‖
‖        92 |  32631 |              46936 |   2.427e-02 |           22.6609 ‖
‖        93 |  32880 |              47641 |   2.426e-02 |           22.3846 ‖
‖        94 |  32998 |              48434 |   2.425e-02 |           22.1425 ‖
‖        95 |  33195 |              49189 |   2.424e-02 |           22.0191 ‖
‖        96 |  33286 |              50069 |   2.420e-02 |           21.4057 ‖
‖        97 |  33291 |              50975 |   2.419e-02 |           21.0756 ‖
‖        98 |  33258 |              51890 |   2.418e-02 |           20.8982 ‖
‖        99 |  33342 |              52769 |   2.416e-02 |           20.3999 ‖
‖       100 |  33309 |              53694 |   2.415e-02 |           20.0339 ‖
‖       101 |  33380 |              54546 |   2.413e-02 |           19.8216 ‖
‖       102 |  33367 |              55490 |   2.411e-02 |           19.5142 ‖
‖       103 |  33361 |              56387 |   2.410e-02 |           19.3316 ‖
‖       104 |  33493 |              57145 |   2.409e-02 |           19.2283 ‖
‖       105 |  33584 |              58009 |   2.407e-02 |           18.8774 ‖
‖       106 |  33640 |              58845 |   2.406e-02 |           18.5602 ‖
‖       107 |  33886 |              59548 |   2.406e-02 |           18.1738 ‖
‖       108 |  34005 |              60378 |   2.406e-02 |           17.9608 ‖
‖       109 |  34176 |              61131 |   2.406e-02 |           17.8135 ‖
‖       110 |  34515 |              61751 |   2.405e-02 |           17.6378 ‖
‖       111 |  34635 |              62586 |   2.405e-02 |           17.5342 ‖
‖       112 |  34732 |              63441 |   2.403e-02 |           17.4746 ‖
‖       113 |  34921 |              64190 |   2.402e-02 |           17.4263 ‖
‖       114 |  35061 |              64989 |   2.402e-02 |           17.2763 ‖
‖       115 |  35428 |              65601 |   2.401e-02 |           17.1018 ‖
‖       116 |  35460 |              66497 |   2.399e-02 |           16.8855 ‖
‖       117 |  35574 |              67330 |   2.398e-02 |           16.6477 ‖
‖       118 |  35682 |              68195 |   2.396e-02 |           16.2659 ‖
‖       119 |  35829 |              68965 |   2.397e-02 |           15.9492 ‖
‖       120 |  36028 |              69723 |   2.396e-02 |           15.7032 ‖
‖       121 |  36254 |              70466 |   2.395e-02 |           15.3638 ‖
‖       122 |  36169 |              71487 |   2.393e-02 |           15.1820 ‖
‖       123 |  36050 |              72503 |   2.392e-02 |           15.0158 ‖
‖       124 |  36030 |              73461 |   2.390e-02 |           14.8157 ‖
‖       125 |  35983 |              74424 |   2.389e-02 |           14.6906 ‖
‖       126 |  35941 |              75390 |   2.386e-02 |           14.5460 ‖
‖       127 |  35887 |              76340 |   2.386e-02 |           14.4302 ‖
‖       128 |  35999 |              77177 |   2.386e-02 |           14.3197 ‖
‖       129 |  36046 |              78084 |   2.383e-02 |           14.2748 ‖
‖       130 |  36085 |              78928 |   2.383e-02 |           14.2002 ‖
‖       131 |  36264 |              79704 |   2.382e-02 |           14.1186 ‖
‖       132 |  36219 |              80669 |   2.381e-02 |           13.9695 ‖
‖       133 |  36311 |              81530 |   2.380e-02 |           13.8826 ‖
‖       134 |  36358 |              82424 |   2.377e-02 |           13.7501 ‖
‖       135 |  36258 |              83463 |   2.375e-02 |           13.6118 ‖
‖       136 |  36131 |              84455 |   2.374e-02 |           13.4961 ‖
‖       137 |  36014 |              85443 |   2.373e-02 |           13.4311 ‖
‖       138 |  35949 |              86432 |   2.371e-02 |           13.3375 ‖
‖       139 |  35726 |              87540 |   2.371e-02 |           13.2301 ‖
‖       140 |  35473 |              88673 |   2.371e-02 |           13.1211 ‖
‖       141 |  35315 |              89756 |   2.370e-02 |           12.9951 ‖
‖       142 |  35149 |              90821 |   2.370e-02 |           12.8874 ‖
‖       143 |  34965 |              91901 |   2.369e-02 |           12.8076 ‖
‖       144 |  34891 |              92920 |   2.367e-02 |           12.7376 ‖
‖       145 |  34696 |              94021 |   2.366e-02 |           12.4140 ‖
‖       146 |  34507 |              95060 |   2.366e-02 |           12.2478 ‖
‖       147 |  34333 |              96142 |   2.365e-02 |           12.0700 ‖
‖       148 |  34190 |              97177 |   2.367e-02 |           11.8982 ‖
‖       149 |  34117 |              98181 |   2.365e-02 |           11.7251 ‖
‖       150 |  34093 |              99142 |   2.364e-02 |           11.3929 ‖
‖       151 |  34010 |             100133 |   2.363e-02 |           11.1440 ‖
‖       152 |  33983 |             101081 |   2.364e-02 |           10.9574 ‖
‖       153 |  33979 |             102023 |   2.363e-02 |           10.7640 ‖
‖       154 |  34018 |             102913 |   2.362e-02 |           10.5864 ‖
‖       155 |  34098 |             103773 |   2.361e-02 |           10.4024 ‖
‖       156 |  34252 |             104562 |   2.360e-02 |           10.2339 ‖
‖       157 |  34285 |             105452 |   2.359e-02 |           10.1155 ‖
‖       158 |  34379 |             106279 |   2.358e-02 |           10.0360 ‖
‖       159 |  34338 |             107263 |   2.357e-02 |            9.9508 ‖
‖       160 |  34207 |             108330 |   2.354e-02 |            9.6981 ‖
‖       161 |  34014 |             109428 |   2.351e-02 |            9.5215 ‖
‖       162 |  33775 |             110509 |   2.350e-02 |            9.4033 ‖
‖       163 |  33553 |             111643 |   2.347e-02 |            9.1160 ‖
‖       164 |  33337 |             112761 |   2.345e-02 |            8.9724 ‖
‖       165 |  33140 |             113831 |   2.345e-02 |            8.8535 ‖
‖       166 |  32884 |             114976 |   2.344e-02 |            8.6881 ‖
‖       167 |  32597 |             116178 |   2.342e-02 |            8.5936 ‖
‖       168 |  32438 |             117224 |   2.341e-02 |            8.5348 ‖
‖       169 |  32212 |             118333 |   2.340e-02 |            8.4114 ‖
‖       170 |  32026 |             119406 |   2.339e-02 |            8.2526 ‖
‖       171 |  31843 |             120478 |   2.339e-02 |            8.0838 ‖
‖       172 |  31812 |             121448 |   2.337e-02 |            7.9041 ‖
‖       173 |  31569 |             122569 |   2.337e-02 |            7.7851 ‖
‖       174 |  31378 |             123667 |   2.336e-02 |            7.6472 ‖
‖       175 |  31177 |             124764 |   2.335e-02 |            7.5241 ‖
‖       176 |  31193 |             125692 |   2.334e-02 |            7.3925 ‖
‖       177 |  31069 |             126715 |   2.334e-02 |            7.3076 ‖
‖       178 |  31091 |             127639 |   2.333e-02 |            7.2238 ‖
‖       179 |  31100 |             128553 |   2.332e-02 |            7.1671 ‖
‖       180 |  31117 |             129492 |   2.329e-02 |            7.1340 ‖
‖       181 |  30976 |             130534 |   2.329e-02 |            7.0612 ‖
‖       182 |  30827 |             131574 |   2.327e-02 |            6.9623 ‖
‖       183 |  30853 |             132515 |   2.326e-02 |            6.8381 ‖
‖       184 |  30743 |             133532 |   2.325e-02 |            6.6927 ‖
‖       185 |  30636 |             134559 |   2.324e-02 |            6.5594 ‖
‖       186 |  30556 |             135570 |   2.322e-02 |            6.3875 ‖
‖       187 |  30383 |             136648 |   2.321e-02 |            6.2095 ‖
‖       188 |  30230 |             137698 |   2.319e-02 |            5.9732 ‖
‖       189 |  30073 |             138790 |   2.317e-02 |            5.7608 ‖
‖       190 |  29875 |             139881 |   2.315e-02 |            5.4925 ‖
‖       191 |  29640 |             141037 |   2.313e-02 |            5.2876 ‖
‖       192 |  29295 |             142234 |   2.312e-02 |            5.1718 ‖
‖       193 |  28942 |             143439 |   2.312e-02 |            5.0104 ‖
‖       194 |  28622 |             144641 |   2.312e-02 |            4.8953 ‖
‖       195 |  28325 |             145830 |   2.311e-02 |            4.8066 ‖
‖       196 |  28059 |             146987 |   2.310e-02 |            4.7221 ‖
‖       197 |  27833 |             148109 |   2.309e-02 |            4.6451 ‖
‖       198 |  27573 |             149296 |   2.308e-02 |            4.5982 ‖
‖       199 |  27398 |             150354 |   2.308e-02 |            4.5630 ‖
‖       200 |  27321 |             151339 |   2.306e-02 |            4.5283 ‖
‖       201 |  27289 |             152314 |   2.304e-02 |            4.4810 ‖
‖       202 |  27164 |             153343 |   2.303e-02 |            4.4462 ‖
‖       203 |  27171 |             154233 |   2.302e-02 |            4.4202 ‖
‖       204 |  27110 |             155199 |   2.300e-02 |            4.3849 ‖
‖       205 |  26825 |             156363 |   2.300e-02 |            4.3508 ‖
‖       206 |  26432 |             157606 |   2.302e-02 |            4.3159 ‖
‖       207 |  26032 |             158836 |   2.302e-02 |            4.2677 ‖
‖       208 |  25562 |             160145 |   2.304e-02 |            4.2148 ‖
‖       209 |  25083 |             161459 |   2.306e-02 |            4.1344 ‖
‖       210 |  24685 |             162687 |   2.306e-02 |            4.0785 ‖
‖       211 |  24280 |             163942 |   2.308e-02 |            4.0286 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.046 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_841.vnnlib: unknown
--- Verification time: 20.0572 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (307/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1506.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1506.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1506.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.978e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1506.vnnlib: unsat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (308/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6974.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6974.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6974.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.245e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.107e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.953e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.814e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.700e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.629e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.515e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.399e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.284e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.179e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.075e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   3.975e-02 |          100.0004 ‖
‖        13 |   3072 |                  0 |   3.911e-02 |          100.0007 ‖
‖        14 |   4096 |                  0 |   3.870e-02 |          100.0009 ‖
‖        15 |   5120 |                  0 |   3.838e-02 |          100.0009 ‖
‖        16 |   6144 |                  0 |   3.801e-02 |          100.0009 ‖
‖        17 |   7168 |                  0 |   3.769e-02 |          100.0009 ‖
‖        18 |   8192 |                  0 |   3.739e-02 |          100.0003 ‖
‖        18 |   7168 |                  0 |   3.749e-02 |           87.1095 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.629 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6974.vnnlib: sat
--- Verification time: 0.6423 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (309/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1389.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1389.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1389.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.606e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1389.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (310/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2529.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2529.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2529.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.831e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2529.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (311/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6285.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6285.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6285.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.510e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6285.vnnlib: unsat
--- Verification time: 0.0130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (312/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6674.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6674.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6674.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.199e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.008e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.912e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.727e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.568e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.433e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.329e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.234e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   4.140e-02 |          100.0000 ‖
‖         9 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.152 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6674.vnnlib: sat
--- Verification time: 0.1627 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (313/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_861.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_861.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_861.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.403e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   2.335e-02 |           28.3431 ‖
‖         3 |      2 |                  1 |   2.265e-02 |           23.3583 ‖
‖         4 |      3 |                  2 |   2.155e-02 |           14.1957 ‖
‖         5 |      3 |                  4 |   2.210e-02 |           10.3154 ‖
‖         6 |      4 |                  6 |   2.032e-02 |            3.7144 ‖
‖         7 |      3 |                 10 |   2.083e-02 |            1.7846 ‖
‖         8 |      2 |                 14 |   2.068e-02 |            0.7493 ‖
‖         9 |      2 |                 16 |   2.003e-02 |            0.2836 ‖
‖        10 |      2 |                 18 |   1.904e-02 |            0.1153 ‖
‖        11 |      1 |                 20 |   1.326e-02 |            0.0000 ‖
‖        12 |      0 |                 21 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.222 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_861.vnnlib: unsat
--- Verification time: 0.2318 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (314/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5262.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5262.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5262.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.374e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5262.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (315/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2335.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2335.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2335.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.825e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2335.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (316/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2625.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2625.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2625.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.214e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2625.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (317/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2673.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2673.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2673.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.172e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2673.vnnlib: sat
--- Verification time: 0.0199 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (318/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2856.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2856.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2856.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.857e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2856.vnnlib: sat
--- Verification time: 0.0197 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (319/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1995.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1995.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1995.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.706e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1995.vnnlib: sat
--- Verification time: 0.0195 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (320/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1276.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1276.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1276.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.027e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.959e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.925e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.819e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.680e-02 |           92.1187 ‖
‖         6 |     26 |                  5 |   3.560e-02 |           76.4809 ‖
‖         7 |     40 |                 17 |   3.429e-02 |           58.5013 ‖
‖         8 |     66 |                 30 |   3.321e-02 |           48.2688 ‖
‖         9 |    109 |                 52 |   3.250e-02 |           40.1713 ‖
‖        10 |    175 |                 92 |   3.224e-02 |           32.5325 ‖
‖        11 |    269 |                169 |   3.113e-02 |           23.9850 ‖
‖        12 |    380 |                314 |   3.005e-02 |           16.2151 ‖
‖        13 |    499 |                543 |   2.980e-02 |           10.6605 ‖
‖        14 |    632 |                873 |   2.897e-02 |            6.5659 ‖
‖        15 |    728 |               1347 |   2.826e-02 |            3.7920 ‖
‖        16 |    820 |               1914 |   2.785e-02 |            2.1305 ‖
‖        17 |    874 |               2602 |   2.740e-02 |            1.1524 ‖
‖        18 |    650 |               3617 |   2.604e-02 |            0.3805 ‖
‖        19 |    463 |               4342 |   2.527e-02 |            0.1331 ‖
‖        20 |    346 |               4848 |   2.430e-02 |            0.0456 ‖
‖        21 |    210 |               5254 |   2.359e-02 |            0.0125 ‖
‖        22 |    128 |               5490 |   2.354e-02 |            0.0040 ‖
‖        23 |     78 |               5639 |   2.373e-02 |            0.0013 ‖
‖        24 |     52 |               5732 |   2.269e-02 |            0.0004 ‖
‖        25 |     26 |               5797 |   2.122e-02 |            0.0001 ‖
‖        26 |     14 |               5827 |   2.232e-02 |            0.0000 ‖
‖        27 |      5 |               5846 |   2.349e-02 |            0.0000 ‖
‖        28 |      3 |               5853 |   2.234e-02 |            0.0000 ‖
‖        29 |      1 |               5857 |   2.250e-02 |            0.0000 ‖
‖        30 |      0 |               5859 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.440 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1276.vnnlib: unsat
--- Verification time: 1.4501 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (321/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1464.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1464.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1464.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.749e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.557e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.436e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.225e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.873e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.727e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.624e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.541e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.419e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   5.267e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   5.122e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   4.986e-02 |          100.0001 ‖
‖        13 |   3072 |                  0 |   4.894e-02 |          100.0000 ‖
‖        13 |   2048 |                  0 |   4.879e-02 |           62.5002 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.394 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1464.vnnlib: sat
--- Verification time: 0.4037 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (322/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7702.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7702.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7702.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.516e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.453e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.335e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.268e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.159e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.039e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.925e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.830e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.765e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.680e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.595e-02 |          100.0000 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.230 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7702.vnnlib: sat
--- Verification time: 0.2408 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (323/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7128.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7128.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7128.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.122e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7128.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (324/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2491.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2491.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2491.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.250e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2491.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (325/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1833.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1833.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1833.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.328e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1833.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (326/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1575.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1575.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1575.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.525e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1575.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (327/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1244.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1244.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1244.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.291e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1244.vnnlib: unsat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (328/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_44.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_44.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_44.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.835e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_44.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (329/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4961.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4961.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4961.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.216e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4961.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (330/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7286.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7286.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7286.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.767e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.533e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   7.289e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   7.109e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   6.971e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   6.783e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   6.615e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   6.478e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   6.307e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   6.183e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   6.075e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   5.941e-02 |          100.0002 ‖
‖        13 |   3072 |                  0 |   5.848e-02 |          100.0004 ‖
‖        14 |   4096 |                  0 |   5.782e-02 |           99.9996 ‖
‖        15 |   5120 |                  0 |   5.730e-02 |           99.9988 ‖
‖        15 |   4096 |                  0 |   5.740e-02 |           84.3742 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.465 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7286.vnnlib: sat
--- Verification time: 0.4756 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (331/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1493.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1493.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1493.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.391e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.264e-02 |           61.2003 ‖
‖         3 |      2 |                  2 |   3.258e-02 |           46.3465 ‖
‖         4 |      3 |                  3 |   3.148e-02 |           29.4671 ‖
‖         5 |      4 |                  5 |   3.108e-02 |           17.9716 ‖
‖         6 |      4 |                  9 |   3.020e-02 |            9.8861 ‖
‖         7 |      5 |                 12 |   2.970e-02 |            6.1259 ‖
‖         8 |      6 |                 16 |   2.669e-02 |            2.9636 ‖
‖         9 |      5 |                 21 |   2.895e-02 |            1.8103 ‖
‖        10 |      6 |                 25 |   2.664e-02 |            0.8696 ‖
‖        11 |      4 |                 32 |   2.838e-02 |            0.3397 ‖
‖        12 |      3 |                 37 |   2.516e-02 |            0.0724 ‖
‖        13 |      1 |                 41 |   2.741e-02 |            0.0230 ‖
‖        14 |      0 |                 43 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.281 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1493.vnnlib: unsat
--- Verification time: 0.2904 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (332/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_928.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_928.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_928.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.984e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.935e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   2.907e-02 |           97.4998 ‖
‖         4 |      7 |                  1 |   2.800e-02 |           72.8808 ‖
‖         5 |     10 |                  5 |   2.744e-02 |           58.3975 ‖
‖         6 |     16 |                  9 |   2.662e-02 |           47.9787 ‖
‖         7 |     26 |                 15 |   2.417e-02 |           31.9123 ‖
‖         8 |     33 |                 30 |   2.489e-02 |           23.1569 ‖
‖         9 |     49 |                 47 |   2.402e-02 |           14.6898 ‖
‖        10 |     62 |                 80 |   2.357e-02 |            9.6866 ‖
‖        11 |     77 |                123 |   2.346e-02 |            6.3981 ‖
‖        12 |     95 |                176 |   2.262e-02 |            4.0000 ‖
‖        13 |    116 |                243 |   2.234e-02 |            2.4173 ‖
‖        14 |    137 |                337 |   2.170e-02 |            1.3632 ‖
‖        15 |    145 |                459 |   2.079e-02 |            0.7027 ‖
‖        16 |    154 |                575 |   2.051e-02 |            0.3816 ‖
‖        17 |    168 |                696 |   1.940e-02 |            0.1881 ‖
‖        18 |    129 |                876 |   1.857e-02 |            0.0661 ‖
‖        19 |     99 |               1008 |   1.884e-02 |            0.0263 ‖
‖        20 |     85 |               1107 |   1.821e-02 |            0.0108 ‖
‖        21 |     62 |               1199 |   1.773e-02 |            0.0045 ‖
‖        22 |     54 |               1259 |   1.747e-02 |            0.0014 ‖
‖        23 |     41 |               1320 |   1.818e-02 |            0.0012 ‖
‖        24 |     42 |               1356 |   1.635e-02 |            0.0000 ‖
‖        25 |     25 |               1403 |   1.726e-02 |            0.0000 ‖
‖        26 |     16 |               1433 |   1.652e-02 |            0.0000 ‖
‖        27 |     11 |               1452 |   1.702e-02 |            0.0000 ‖
‖        28 |      8 |               1465 |   1.637e-02 |            0.0000 ‖
‖        29 |      2 |               1478 |   1.285e-02 |            0.0000 ‖
‖        30 |      1 |               1480 |   1.491e-02 |            0.0000 ‖
‖        31 |      0 |               1482 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.097 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_928.vnnlib: unsat
--- Verification time: 1.1073 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (333/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3584.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3584.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3584.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.378e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3584.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (334/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1651.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1651.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1651.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.697e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.530e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.430e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.266e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.191e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.108e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.033e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.953e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.868e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.761e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.660e-02 |          100.0000 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.292 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1651.vnnlib: sat
--- Verification time: 0.3026 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (335/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6358.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6358.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6358.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.057e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6358.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (336/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_682.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_682.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_682.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.547e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_682.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (337/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_638.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_638.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_638.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.156e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.874e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.733e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.549e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.441e-02 |           92.7946 ‖
‖         6 |     29 |                  2 |   3.350e-02 |           86.0386 ‖
‖         7 |     54 |                  6 |   3.264e-02 |           79.8634 ‖
‖         8 |     99 |                 15 |   3.177e-02 |           74.5987 ‖
‖         9 |    184 |                 28 |   3.116e-02 |           70.4475 ‖
‖        10 |    346 |                 47 |   3.068e-02 |           65.7566 ‖
‖        11 |    638 |                 95 |   3.020e-02 |           60.6660 ‖
‖        12 |   1179 |                184 |   2.968e-02 |           56.4197 ‖
‖        13 |   2036 |                341 |   2.916e-02 |           52.5005 ‖
‖        14 |   2836 |                559 |   2.872e-02 |           49.5946 ‖
‖        15 |   3773 |                643 |   2.839e-02 |           48.4550 ‖
‖        16 |   4769 |                663 |   2.816e-02 |           48.3772 ‖
‖        17 |   5410 |               1029 |   2.783e-02 |           46.0117 ‖
‖        18 |   6410 |               1041 |   2.764e-02 |           46.0118 ‖
‖        19 |   7341 |               1130 |   2.740e-02 |           45.3224 ‖
‖        20 |   8235 |               1255 |   2.717e-02 |           44.4157 ‖
‖        21 |   9232 |               1275 |   2.697e-02 |           44.3396 ‖
‖        22 |  10254 |               1276 |   2.679e-02 |           44.3395 ‖
‖        23 |  11276 |               1277 |   2.664e-02 |           44.3398 ‖
‖        24 |  12300 |               1277 |   2.646e-02 |           44.3398 ‖
‖        25 |  12902 |               1689 |   2.623e-02 |           43.0287 ‖
‖        26 |  13707 |               1855 |   2.608e-02 |           42.5943 ‖
‖        27 |  14721 |               1864 |   2.591e-02 |           42.4940 ‖
‖        28 |  15745 |               1864 |   2.577e-02 |           42.4892 ‖
‖        29 |  16769 |               1864 |   2.561e-02 |           42.4891 ‖
‖        30 |  17614 |               2040 |   2.542e-02 |           41.8738 ‖
‖        31 |  18555 |               2104 |   2.530e-02 |           41.6898 ‖
‖        32 |  19579 |               2104 |   2.514e-02 |           41.6898 ‖
‖        33 |  20420 |               2284 |   2.498e-02 |           41.0260 ‖
‖        34 |  21301 |               2417 |   2.484e-02 |           40.5283 ‖
‖        35 |  22287 |               2437 |   2.468e-02 |           40.5157 ‖
‖        36 |  23265 |               2482 |   2.455e-02 |           40.3126 ‖
‖        37 |  24289 |               2482 |   2.443e-02 |           40.3129 ‖
‖        38 |  25313 |               2482 |   2.427e-02 |           40.3130 ‖
‖        39 |  26331 |               2488 |   2.417e-02 |           40.2586 ‖
‖        40 |  27355 |               2488 |   2.407e-02 |           40.2588 ‖
‖        41 |  28379 |               2488 |   2.391e-02 |           40.2588 ‖
‖        42 |  29403 |               2488 |   2.382e-02 |           40.2586 ‖
‖        43 |  30427 |               2488 |   2.373e-02 |           40.2585 ‖
‖        44 |  31451 |               2488 |   2.357e-02 |           40.2584 ‖
‖        45 |  32475 |               2488 |   2.347e-02 |           40.2584 ‖
‖        46 |  33499 |               2488 |   2.337e-02 |           40.2582 ‖
‖        47 |  34523 |               2488 |   2.322e-02 |           40.2582 ‖
‖        48 |  35111 |               2873 |   2.309e-02 |           39.7281 ‖
‖        49 |  36135 |               2873 |   2.295e-02 |           39.7281 ‖
‖        50 |  36881 |               3128 |   2.282e-02 |           39.2510 ‖
‖        51 |  37905 |               3128 |   2.271e-02 |           39.2509 ‖
‖        52 |  38902 |               3155 |   2.257e-02 |           39.1241 ‖
‖        53 |  39891 |               3184 |   2.249e-02 |           39.0204 ‖
‖        54 |  40915 |               3184 |   2.238e-02 |           39.0204 ‖
‖        55 |  41928 |               3194 |   2.226e-02 |           38.9776 ‖
‖        56 |  42946 |               3200 |   2.218e-02 |           38.9485 ‖
‖        57 |  43970 |               3200 |   2.209e-02 |           38.9485 ‖
‖        58 |  44994 |               3200 |   2.197e-02 |           38.9486 ‖
‖        59 |  46018 |               3200 |   2.188e-02 |           38.9484 ‖
‖        60 |  47042 |               3200 |   2.177e-02 |           38.9484 ‖
‖        61 |  47908 |               3355 |   2.163e-02 |           38.6881 ‖
‖        62 |  48733 |               3529 |   2.153e-02 |           38.4301 ‖
‖        63 |  49755 |               3531 |   2.142e-02 |           38.4302 ‖
‖        64 |  50622 |               3675 |   2.134e-02 |           38.2008 ‖
‖        65 |  51578 |               3740 |   2.130e-02 |           38.2011 ‖
‖        66 |  52519 |               3813 |   2.119e-02 |           38.2011 ‖
‖        67 |  53255 |               4088 |   2.117e-02 |           38.2011 ‖
‖        68 |  53842 |               4481 |   2.119e-02 |           38.2012 ‖
‖        69 |  54521 |               4779 |   2.118e-02 |           38.2013 ‖
‖        70 |  55026 |               5263 |   2.116e-02 |           37.6703 ‖
‖        71 |  55765 |               5506 |   2.117e-02 |           37.5772 ‖
‖        72 |  56637 |               5641 |   2.113e-02 |           37.5233 ‖
‖        73 |  57362 |               5931 |   2.112e-02 |           37.0436 ‖
‖        74 |  58243 |               6044 |   2.110e-02 |           36.8991 ‖
‖        75 |  59249 |               6061 |   2.106e-02 |           36.8751 ‖
‖        76 |  60272 |               6062 |   2.105e-02 |           36.8752 ‖
‖        77 |  61294 |               6063 |   2.101e-02 |           36.8753 ‖
‖        78 |  62214 |               6162 |   2.097e-02 |           36.7028 ‖
‖        79 |  63164 |               6228 |   2.096e-02 |           36.5938 ‖
‖        80 |  64180 |               6232 |   2.091e-02 |           36.5939 ‖
‖        81 |  65204 |               6232 |   2.087e-02 |           36.5939 ‖
‖        82 |  66228 |               6232 |   2.086e-02 |           36.5938 ‖
‖        83 |  67252 |               6232 |   2.081e-02 |           36.5938 ‖
‖        84 |  68276 |               6232 |   2.076e-02 |           36.5938 ‖
‖        85 |  69300 |               6232 |   2.073e-02 |           36.5939 ‖
‖        86 |  70324 |               6232 |   2.067e-02 |           36.5939 ‖
‖        87 |  71304 |               6275 |   2.062e-02 |           36.4902 ‖
‖        88 |  72300 |               6301 |   2.060e-02 |           36.4380 ‖
‖        89 |  73312 |               6307 |   2.055e-02 |           36.4372 ‖
‖        90 |  74335 |               6308 |   2.050e-02 |           36.4346 ‖
‖        91 |  75359 |               6308 |   2.048e-02 |           36.4344 ‖
‖        92 |  76383 |               6308 |   2.042e-02 |           36.4343 ‖
‖        93 |  77407 |               6308 |   2.036e-02 |           36.4343 ‖
‖        94 |  78431 |               6308 |   2.032e-02 |           36.4341 ‖
‖        95 |  79455 |               6308 |   2.025e-02 |           36.4341 ‖
‖        96 |  80473 |               6314 |   2.019e-02 |           36.4212 ‖
‖        97 |  81494 |               6317 |   2.017e-02 |           36.4194 ‖
‖        98 |  82458 |               6377 |   2.011e-02 |           36.4195 ‖
‖        99 |  83176 |               6669 |   2.009e-02 |           36.4195 ‖
‖       100 |  83928 |               6916 |   2.011e-02 |           36.4197 ‖
‖       101 |  84504 |               7327 |   2.010e-02 |           36.4195 ‖
‖       102 |  84999 |               7804 |   2.010e-02 |           36.4194 ‖
‖       103 |  85740 |               8037 |   2.011e-02 |           36.4195 ‖
‖       104 |  86699 |               8085 |   2.007e-02 |           36.4196 ‖
‖       105 |  87717 |               8091 |   2.005e-02 |           36.4189 ‖
‖       106 |  88741 |               8091 |   2.005e-02 |           36.4189 ‖
‖       107 |  89765 |               8091 |   2.001e-02 |           36.4194 ‖
‖       108 |  90789 |               8091 |   1.998e-02 |           36.4194 ‖
‖       109 |  91813 |               8091 |   1.997e-02 |           36.4194 ‖
‖       110 |  92837 |               8091 |   1.993e-02 |           36.4194 ‖
‖       111 |  93861 |               8091 |   1.989e-02 |           36.4194 ‖
‖       112 |  94881 |               8094 |   1.987e-02 |           36.4193 ‖
‖       113 |  95896 |               8101 |   1.982e-02 |           36.4194 ‖
‖       114 |  96704 |               8278 |   1.978e-02 |           36.3082 ‖
‖       115 |  97723 |               8282 |   1.974e-02 |           36.3081 ‖
‖       116 |  98742 |               8287 |   1.970e-02 |           36.3081 ‖
‖       117 |  99762 |               8291 |   1.967e-02 |           36.3081 ‖
‖       118 | 100786 |               8291 |   1.962e-02 |           36.3081 ‖
‖       119 | 101576 |               8510 |   1.956e-02 |           36.0862 ‖
‖       120 | 102452 |               8619 |   1.953e-02 |           36.0155 ‖
‖       121 | 103447 |               8647 |   1.947e-02 |           36.0154 ‖
‖       122 | 104407 |               8707 |   1.945e-02 |           36.0154 ‖
‖       123 | 105291 |               8839 |   1.943e-02 |           36.0154 ‖
‖       124 | 106105 |               9037 |   1.938e-02 |           36.0155 ‖
‖       125 | 106717 |               9424 |   1.936e-02 |           35.8386 ‖
‖       126 | 107379 |               9771 |   1.935e-02 |           35.8386 ‖
‖       127 | 107997 |              10145 |   1.931e-02 |           35.8227 ‖
‖       128 | 108442 |              10686 |   1.933e-02 |           35.6236 ‖
‖       129 | 108872 |              11236 |   1.935e-02 |           35.6154 ‖
‖       130 | 109335 |              11730 |   1.933e-02 |           35.6153 ‖
‖       131 | 110009 |              12033 |   1.935e-02 |           35.6153 ‖
‖       132 | 110885 |              12157 |   1.933e-02 |           35.6153 ‖
‖       133 | 111823 |              12230 |   1.928e-02 |           35.5865 ‖
‖       134 | 112780 |              12295 |   1.926e-02 |           35.4911 ‖
‖       135 | 113795 |              12302 |   1.922e-02 |           35.4911 ‖
‖       136 | 114807 |              12314 |   1.916e-02 |           35.4685 ‖
‖       137 | 115804 |              12341 |   1.915e-02 |           35.4123 ‖
‖       138 | 116823 |              12345 |   1.913e-02 |           35.4076 ‖
‖       139 | 117835 |              12357 |   1.907e-02 |           35.4071 ‖
‖       140 | 118828 |              12388 |   1.906e-02 |           35.4072 ‖
‖       141 | 119784 |              12456 |   1.903e-02 |           35.4072 ‖
‖       142 | 120608 |              12650 |   1.898e-02 |           35.4072 ‖
‖       143 | 121297 |              12970 |   1.898e-02 |           35.4072 ‖
‖       144 | 121984 |              13269 |   1.897e-02 |           35.4072 ‖
‖       145 | 122770 |              13480 |   1.892e-02 |           35.4072 ‖
‖       146 | 123670 |              13595 |   1.892e-02 |           35.4072 ‖
‖       147 | 124508 |              13771 |   1.891e-02 |           35.4072 ‖
‖       148 | 125366 |              13917 |   1.886e-02 |           35.4072 ‖
‖       149 | 126272 |              14024 |   1.885e-02 |           35.4072 ‖
‖       150 | 127181 |              14125 |   1.883e-02 |           35.4072 ‖
‖       151 | 127933 |              14379 |   1.877e-02 |           35.3432 ‖
‖       152 | 128641 |              14665 |   1.874e-02 |           35.3329 ‖
‖       153 | 129271 |              15029 |   1.872e-02 |           35.3329 ‖
‖       154 | 129604 |              15628 |   1.870e-02 |           35.1878 ‖
‖       155 | 130164 |              16029 |   1.872e-02 |           35.1877 ‖
‖       156 | 130796 |              16373 |   1.871e-02 |           35.1877 ‖
‖       157 | 131561 |              16590 |   1.872e-02 |           35.1878 ‖
‖       158 | 132433 |              16727 |   1.871e-02 |           35.1878 ‖
‖       159 | 133350 |              16815 |   1.868e-02 |           35.1877 ‖
‖       160 | 134095 |              17060 |   1.868e-02 |           35.0277 ‖
‖       161 | 135031 |              17135 |   1.867e-02 |           35.0277 ‖
‖       162 | 136037 |              17148 |   1.867e-02 |           35.0277 ‖
‖       163 | 137053 |              17154 |   1.868e-02 |           35.0277 ‖
‖       164 | 138033 |              17195 |   1.870e-02 |           35.0277 ‖
‖       165 | 138804 |              17433 |   1.869e-02 |           35.0277 ‖
‖       166 | 139610 |              17624 |   1.869e-02 |           35.0277 ‖
‖       167 | 140401 |              17836 |   1.867e-02 |           35.0277 ‖
‖       168 | 141356 |              17880 |   1.866e-02 |           35.0277 ‖
‖       169 | 142380 |              17880 |   1.867e-02 |           35.0277 ‖
‖       170 | 143137 |              18131 |   1.866e-02 |           35.0277 ‖
‖       171 | 144140 |              18142 |   1.866e-02 |           35.0277 ‖
‖       172 | 145164 |              18142 |   1.865e-02 |           35.0277 ‖
‖       173 | 146114 |              18215 |   1.864e-02 |           35.0277 ‖
‖       174 | 147041 |              18311 |   1.863e-02 |           35.0277 ‖
‖       175 | 147736 |              18629 |   1.860e-02 |           34.7844 ‖
‖       176 | 148485 |              18856 |   1.858e-02 |           34.6533 ‖
‖       177 | 149415 |              18941 |   1.856e-02 |           34.5857 ‖
‖       178 | 150439 |              18941 |   1.856e-02 |           34.5858 ‖
‖       179 | 151398 |              19004 |   1.853e-02 |           34.5481 ‖
‖       180 | 152383 |              19039 |   1.851e-02 |           34.5215 ‖
‖       181 | 153387 |              19056 |   1.848e-02 |           34.5215 ‖
‖       182 | 154165 |              19290 |   1.846e-02 |           34.3426 ‖
‖       183 | 154640 |              19828 |   1.843e-02 |           33.9645 ‖
‖       184 | 155379 |              20060 |   1.841e-02 |           33.9489 ‖
‖       185 | 155845 |              20579 |   1.840e-02 |           33.6613 ‖
‖       186 | 156692 |              20749 |   1.838e-02 |           33.6612 ‖
‖       187 | 157446 |              21004 |   1.836e-02 |           33.6319 ‖
‖       188 | 158125 |              21332 |   1.836e-02 |           33.6319 ‖
‖       189 | 158665 |              21774 |   1.835e-02 |           33.6320 ‖
‖       190 | 159039 |              22362 |   1.836e-02 |           33.6319 ‖
‖       191 | 159636 |              22729 |   1.838e-02 |           33.6319 ‖
‖       192 | 160393 |              22953 |   1.839e-02 |           33.6319 ‖
‖       193 | 161248 |              23093 |   1.839e-02 |           33.6319 ‖
‖       194 | 162195 |              23159 |   1.840e-02 |           33.6319 ‖
‖       195 | 163192 |              23182 |   1.839e-02 |           33.6319 ‖
‖       196 | 164080 |              23312 |   1.838e-02 |           33.5247 ‖
‖       197 | 164923 |              23475 |   1.837e-02 |           33.3873 ‖
‖       198 | 165947 |              23475 |   1.836e-02 |           33.3873 ‖
‖       199 | 166853 |              23592 |   1.835e-02 |           33.2762 ‖
‖       200 | 167759 |              23708 |   1.836e-02 |           33.1762 ‖
‖       201 | 168769 |              23715 |   1.835e-02 |           33.1761 ‖
‖       202 | 169791 |              23716 |   1.835e-02 |           33.1761 ‖
‖       203 | 170815 |              23716 |   1.834e-02 |           33.1761 ‖
‖       204 | 171839 |              23716 |   1.832e-02 |           33.1761 ‖
‖       205 | 172862 |              23717 |   1.832e-02 |           33.1761 ‖
‖       206 | 173885 |              23718 |   1.831e-02 |           33.1761 ‖
‖       207 | 174907 |              23719 |   1.829e-02 |           33.1761 ‖
‖       208 | 175931 |              23719 |   1.828e-02 |           33.1761 ‖
‖       209 | 176955 |              23719 |   1.829e-02 |           33.1761 ‖
‖       210 | 177972 |              23724 |   1.827e-02 |           33.1761 ‖
‖       211 | 178978 |              23741 |   1.827e-02 |           33.1761 ‖
‖       212 | 179958 |              23777 |   1.825e-02 |           33.1761 ‖
‖       213 | 180918 |              23833 |   1.823e-02 |           33.1761 ‖
‖       214 | 181878 |              23886 |   1.822e-02 |           33.1761 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.143 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_638.vnnlib: unknown
--- Verification time: 20.1634 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (338/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1327.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1327.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1327.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.852e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.717e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.599e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.531e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.424e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.301e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.199e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.098e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.982e-02 |          100.0000 ‖
‖        10 |    511 |                  1 |   3.880e-02 |           99.6814 ‖
‖        11 |   1009 |                 14 |   3.772e-02 |           97.8230 ‖
‖        12 |   1941 |                 85 |   3.654e-02 |           93.5142 ‖
‖        13 |   2829 |                213 |   3.595e-02 |           89.5524 ‖
‖        14 |   3743 |                318 |   3.560e-02 |           86.9915 ‖
‖        15 |   4621 |                455 |   3.525e-02 |           84.3674 ‖
‖        16 |   5412 |                682 |   3.488e-02 |           81.2145 ‖
‖        17 |   6318 |                771 |   3.458e-02 |           80.1373 ‖
‖        18 |   7223 |                879 |   3.437e-02 |           79.0145 ‖
‖        19 |   8208 |                917 |   3.427e-02 |           78.4146 ‖
‖        20 |   9186 |                963 |   3.412e-02 |           77.9543 ‖
‖        21 |  10069 |               1093 |   3.395e-02 |           77.0055 ‖
‖        22 |  11013 |               1162 |   3.382e-02 |           76.3159 ‖
‖        23 |  11986 |               1205 |   3.367e-02 |           75.9378 ‖
‖        24 |  12741 |               1457 |   3.343e-02 |           74.2876 ‖
‖        25 |  13567 |               1648 |   3.316e-02 |           73.0196 ‖
‖        26 |  14428 |               1797 |   3.287e-02 |           72.1477 ‖
‖        27 |  15395 |               1849 |   3.258e-02 |           71.7591 ‖
‖        28 |  16262 |               2004 |   3.234e-02 |           70.9279 ‖
‖        29 |  17032 |               2247 |   3.213e-02 |           70.2066 ‖
‖        30 |  17741 |               2533 |   3.197e-02 |           69.8134 ‖
‖        31 |  18400 |               2870 |   3.185e-02 |           69.6256 ‖
‖        32 |  18935 |               3321 |   3.178e-02 |           69.1510 ‖
‖        33 |  19324 |               3906 |   3.179e-02 |           68.4097 ‖
‖        34 |  19707 |               4481 |   3.185e-02 |           68.1483 ‖
‖        35 |  20245 |               4925 |   3.190e-02 |           68.0672 ‖
‖        36 |  20929 |               5225 |   3.194e-02 |           67.8158 ‖
‖        37 |  21738 |               5422 |   3.193e-02 |           67.6045 ‖
‖        38 |  22684 |               5492 |   3.187e-02 |           67.5601 ‖
‖        39 |  23652 |               5543 |   3.178e-02 |           67.4157 ‖
‖        40 |  24547 |               5662 |   3.166e-02 |           67.0119 ‖
‖        41 |  25432 |               5790 |   3.156e-02 |           66.9882 ‖
‖        42 |  26137 |               6080 |   3.151e-02 |           66.6514 ‖
‖        43 |  26810 |               6400 |   3.148e-02 |           66.5682 ‖
‖        44 |  27492 |               6721 |   3.143e-02 |           66.5447 ‖
‖        45 |  28082 |               7111 |   3.142e-02 |           66.4229 ‖
‖        46 |  28465 |               7692 |   3.141e-02 |           66.1601 ‖
‖        47 |  28838 |               8306 |   3.139e-02 |           65.7443 ‖
‖        48 |  29151 |               8950 |   3.137e-02 |           65.1542 ‖
‖        49 |  29691 |               9384 |   3.132e-02 |           64.6546 ‖
‖        50 |  30263 |               9806 |   3.124e-02 |           64.1049 ‖
‖        51 |  30789 |              10260 |   3.116e-02 |           63.7128 ‖
‖        52 |  31322 |              10705 |   3.112e-02 |           63.3808 ‖
‖        53 |  31814 |              11205 |   3.103e-02 |           63.2758 ‖
‖        54 |  32321 |              11670 |   3.099e-02 |           63.1684 ‖
‖        55 |  32848 |              12127 |   3.095e-02 |           62.8633 ‖
‖        56 |  33251 |              12702 |   3.087e-02 |           62.8279 ‖
‖        57 |  33622 |              13279 |   3.084e-02 |           62.3600 ‖
‖        58 |  33954 |              13918 |   3.083e-02 |           61.9676 ‖
‖        59 |  34120 |              14710 |   3.078e-02 |           61.7026 ‖
‖        60 |  34496 |              15284 |   3.078e-02 |           61.4311 ‖
‖        61 |  34693 |              16029 |   3.077e-02 |           61.2554 ‖
‖        62 |  34975 |              16702 |   3.077e-02 |           61.1728 ‖
‖        63 |  35267 |              17370 |   3.077e-02 |           60.8126 ‖
‖        64 |  35450 |              18136 |   3.078e-02 |           60.6092 ‖
‖        65 |  35678 |              18856 |   3.080e-02 |           60.5036 ‖
‖        66 |  36032 |              19450 |   3.082e-02 |           60.3392 ‖
‖        67 |  36585 |              19881 |   3.082e-02 |           59.8917 ‖
‖        68 |  37277 |              20167 |   3.083e-02 |           59.8790 ‖
‖        69 |  37951 |              20488 |   3.081e-02 |           59.1487 ‖
‖        70 |  38775 |              20675 |   3.078e-02 |           58.6617 ‖
‖        71 |  39621 |              20829 |   3.075e-02 |           58.4016 ‖
‖        72 |  40445 |              21016 |   3.071e-02 |           58.1390 ‖
‖        73 |  41149 |              21318 |   3.067e-02 |           58.0711 ‖
‖        74 |  41683 |              21779 |   3.065e-02 |           57.8855 ‖
‖        75 |  42171 |              22267 |   3.064e-02 |           57.8624 ‖
‖        76 |  42550 |              22847 |   3.064e-02 |           57.6024 ‖
‖        77 |  42971 |              23392 |   3.066e-02 |           57.3920 ‖
‖        78 |  43424 |              23890 |   3.066e-02 |           57.2328 ‖
‖        79 |  44028 |              24264 |   3.066e-02 |           57.0810 ‖
‖        80 |  44819 |              24476 |   3.063e-02 |           57.0163 ‖
‖        81 |  45602 |              24690 |   3.061e-02 |           57.0015 ‖
‖        82 |  46354 |              24947 |   3.057e-02 |           56.9786 ‖
‖        83 |  47119 |              25175 |   3.054e-02 |           56.9739 ‖
‖        84 |  47783 |              25500 |   3.050e-02 |           56.9416 ‖
‖        85 |  48339 |              25924 |   3.048e-02 |           56.7483 ‖
‖        86 |  48853 |              26387 |   3.046e-02 |           56.5333 ‖
‖        87 |  49313 |              26912 |   3.041e-02 |           56.5330 ‖
‖        88 |  49879 |              27311 |   3.040e-02 |           56.5146 ‖
‖        89 |  50451 |              27728 |   3.039e-02 |           56.4936 ‖
‖        90 |  50716 |              28425 |   3.037e-02 |           56.3191 ‖
‖        91 |  51169 |              28939 |   3.037e-02 |           56.1632 ‖
‖        92 |  51579 |              29493 |   3.037e-02 |           56.0174 ‖
‖        93 |  52018 |              30029 |   3.037e-02 |           55.8750 ‖
‖        94 |  52400 |              30613 |   3.037e-02 |           55.7897 ‖
‖        95 |  52831 |              31158 |   3.037e-02 |           55.7566 ‖
‖        96 |  53317 |              31643 |   3.038e-02 |           55.7403 ‖
‖        97 |  53694 |              32213 |   3.039e-02 |           55.6560 ‖
‖        98 |  54151 |              32722 |   3.040e-02 |           55.5707 ‖
‖        99 |  54581 |              33261 |   3.041e-02 |           55.4084 ‖
‖       100 |  55216 |              33607 |   3.042e-02 |           55.3779 ‖
‖       101 |  55830 |              33959 |   3.041e-02 |           55.3440 ‖
‖       102 |  56590 |              34196 |   3.039e-02 |           55.3141 ‖
‖       103 |  57131 |              34621 |   3.037e-02 |           55.1603 ‖
‖       104 |  57584 |              35143 |   3.035e-02 |           54.9843 ‖
‖       105 |  57977 |              35720 |   3.034e-02 |           54.8632 ‖
‖       106 |  58244 |              36402 |   3.033e-02 |           54.7335 ‖
‖       107 |  58383 |              37216 |   3.033e-02 |           54.3552 ‖
‖       108 |  58561 |              37982 |   3.032e-02 |           54.2184 ‖
‖       109 |  58703 |              38772 |   3.033e-02 |           53.9742 ‖
‖       110 |  58932 |              39494 |   3.031e-02 |           53.9737 ‖
‖       111 |  59340 |              40039 |   3.029e-02 |           53.8728 ‖
‖       112 |  59724 |              40633 |   3.028e-02 |           53.6680 ‖
‖       113 |  59965 |              41331 |   3.028e-02 |           53.6166 ‖
‖       114 |  60105 |              42151 |   3.025e-02 |           53.6162 ‖
‖       115 |  60412 |              42766 |   3.025e-02 |           53.5642 ‖
‖       116 |  60794 |              43349 |   3.024e-02 |           53.5549 ‖
‖       117 |  60999 |              44094 |   3.024e-02 |           53.4289 ‖
‖       118 |  61344 |              44702 |   3.025e-02 |           53.2866 ‖
‖       119 |  61556 |              45434 |   3.024e-02 |           53.2158 ‖
‖       120 |  61680 |              46256 |   3.023e-02 |           53.1825 ‖
‖       121 |  61824 |              47035 |   3.023e-02 |           52.8548 ‖
‖       122 |  62076 |              47718 |   3.024e-02 |           52.5816 ‖
‖       123 |  62424 |              48327 |   3.024e-02 |           52.3428 ‖
‖       124 |  62736 |              48962 |   3.024e-02 |           52.0856 ‖
‖       125 |  63000 |              49671 |   3.023e-02 |           51.9200 ‖
‖       126 |  63303 |              50313 |   3.025e-02 |           51.7744 ‖
‖       127 |  63682 |              50881 |   3.025e-02 |           51.6758 ‖
‖       128 |  64045 |              51476 |   3.025e-02 |           51.5507 ‖
‖       129 |  64610 |              51878 |   3.024e-02 |           51.5448 ‖
‖       130 |  65009 |              52437 |   3.023e-02 |           51.4286 ‖
‖       131 |  65373 |              53045 |   3.023e-02 |           51.2893 ‖
‖       132 |  65649 |              53724 |   3.023e-02 |           51.1446 ‖
‖       133 |  66054 |              54289 |   3.022e-02 |           51.0441 ‖
‖       134 |  66517 |              54800 |   3.021e-02 |           50.9404 ‖
‖       135 |  67010 |              55264 |   3.020e-02 |           50.9144 ‖
‖       136 |  67415 |              55842 |   3.019e-02 |           50.5971 ‖
‖       137 |  67948 |              56299 |   3.018e-02 |           50.4636 ‖
‖       138 |  68575 |              56644 |   3.018e-02 |           50.4190 ‖
‖       139 |  69245 |              56955 |   3.017e-02 |           50.4053 ‖
‖       140 |  69897 |              57294 |   3.014e-02 |           50.2968 ‖
‖       141 |  70231 |              57926 |   3.013e-02 |           49.8696 ‖
‖       142 |  70602 |              58522 |   3.010e-02 |           49.5925 ‖
‖       143 |  70885 |              59212 |   3.010e-02 |           49.2915 ‖
‖       144 |  71137 |              59917 |   3.010e-02 |           48.9308 ‖
‖       145 |  71605 |              60420 |   3.008e-02 |           48.8691 ‖
‖       146 |  72136 |              60866 |   3.007e-02 |           48.7188 ‖
‖       147 |  72418 |              61549 |   3.005e-02 |           48.4675 ‖
‖       148 |  72754 |              62179 |   3.004e-02 |           48.2781 ‖
‖       149 |  73116 |              62774 |   3.003e-02 |           48.1087 ‖
‖       150 |  73310 |              63538 |   3.002e-02 |           48.0591 ‖
‖       151 |  73610 |              64172 |   3.003e-02 |           47.9824 ‖
‖       152 |  73908 |              64808 |   3.003e-02 |           47.9353 ‖
‖       153 |  74167 |              65495 |   3.003e-02 |           47.7383 ‖
‖       154 |  74487 |              66121 |   3.004e-02 |           47.6864 ‖
‖       155 |  74720 |              66812 |   3.005e-02 |           47.6443 ‖
‖       156 |  75154 |              67334 |   3.005e-02 |           47.6165 ‖
‖       157 |  75649 |              67812 |   3.006e-02 |           47.4711 ‖
‖       158 |  76185 |              68253 |   3.006e-02 |           47.3793 ‖
‖       159 |  76699 |              68711 |   3.005e-02 |           47.1481 ‖
‖       160 |  77279 |              69116 |   3.005e-02 |           47.0263 ‖
‖       161 |  77874 |              69513 |   3.004e-02 |           46.8972 ‖
‖       162 |  78426 |              69938 |   3.002e-02 |           46.8368 ‖
‖       163 |  78891 |              70454 |   3.001e-02 |           46.6867 ‖
‖       164 |  79339 |              70964 |   2.999e-02 |           46.6443 ‖
‖       165 |  79882 |              71399 |   2.998e-02 |           46.5723 ‖
‖       166 |  80406 |              71853 |   2.997e-02 |           46.5261 ‖
‖       167 |  80803 |              72418 |   2.995e-02 |           46.4921 ‖
‖       168 |  81234 |              72953 |   2.994e-02 |           46.4583 ‖
‖       169 |  81702 |              73461 |   2.994e-02 |           46.4518 ‖
‖       170 |  82159 |              73975 |   2.992e-02 |           46.4180 ‖
‖       171 |  82574 |              74522 |   2.992e-02 |           46.4008 ‖
‖       172 |  82858 |              75207 |   2.990e-02 |           46.3893 ‖
‖       173 |  83280 |              75738 |   2.990e-02 |           46.3756 ‖
‖       174 |  83680 |              76291 |   2.990e-02 |           46.3698 ‖
‖       175 |  84062 |              76875 |   2.990e-02 |           46.3675 ‖
‖       176 |  84353 |              77550 |   2.989e-02 |           46.3642 ‖
‖       177 |  84514 |              78348 |   2.988e-02 |           46.0904 ‖
‖       178 |  84843 |              78957 |   2.988e-02 |           46.0430 ‖
‖       179 |  85121 |              79637 |   2.987e-02 |           45.9825 ‖
‖       180 |  85590 |              80121 |   2.987e-02 |           45.9798 ‖
‖       181 |  85959 |              80700 |   2.986e-02 |           45.9627 ‖
‖       182 |  86224 |              81402 |   2.984e-02 |           45.9623 ‖
‖       183 |  86530 |              82035 |   2.984e-02 |           45.9424 ‖
‖       184 |  86984 |              82557 |   2.983e-02 |           45.9185 ‖
‖       185 |  87366 |              83131 |   2.983e-02 |           45.9037 ‖
‖       186 |  87806 |              83658 |   2.983e-02 |           45.8983 ‖
‖       187 |  88163 |              84261 |   2.983e-02 |           45.7248 ‖
‖       188 |  88336 |              85036 |   2.981e-02 |           45.7225 ‖
‖       189 |  88690 |              85632 |   2.982e-02 |           45.6742 ‖
‖       190 |  89137 |              86150 |   2.982e-02 |           45.6050 ‖
‖       191 |  89488 |              86760 |   2.983e-02 |           45.4062 ‖
‖       192 |  89896 |              87324 |   2.984e-02 |           45.2416 ‖
‖       193 |  90443 |              87784 |   2.984e-02 |           45.0585 ‖
‖       194 |  91020 |              88163 |   2.985e-02 |           44.9659 ‖
‖       195 |  91707 |              88468 |   2.984e-02 |           44.9086 ‖
‖       196 |  92423 |              88737 |   2.983e-02 |           44.8018 ‖
‖       197 |  93122 |              89037 |   2.982e-02 |           44.7745 ‖
‖       198 |  93734 |              89412 |   2.981e-02 |           44.7439 ‖
‖       199 |  94334 |              89811 |   2.980e-02 |           44.7373 ‖
‖       200 |  94816 |              90315 |   2.980e-02 |           44.6256 ‖
‖       201 |  95212 |              90890 |   2.979e-02 |           44.5917 ‖
‖       202 |  95636 |              91438 |   2.980e-02 |           44.5142 ‖
‖       203 |  95842 |              92184 |   2.981e-02 |           44.3725 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.017 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1327.vnnlib: unknown
--- Verification time: 20.0334 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (339/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_205.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_205.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_205.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.706e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.602e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.536e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.428e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.333e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.227e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.164e-02 |           99.8820 ‖
‖         8 |    126 |                  2 |   3.070e-02 |           97.2068 ‖
‖         9 |    241 |                 13 |   3.003e-02 |           93.7199 ‖
‖        10 |    457 |                 37 |   2.925e-02 |           87.0548 ‖
‖        11 |    831 |                113 |   2.881e-02 |           79.1570 ‖
‖        12 |   1474 |                294 |   2.823e-02 |           69.1250 ‖
‖        13 |   2143 |                631 |   2.770e-02 |           59.8400 ‖
‖        14 |   2994 |                775 |   2.753e-02 |           57.4675 ‖
‖        15 |   3588 |               1191 |   2.713e-02 |           52.0573 ‖
‖        16 |   4447 |               1308 |   2.703e-02 |           51.2499 ‖
‖        17 |   5269 |               1498 |   2.683e-02 |           48.8383 ‖
‖        18 |   6195 |               1582 |   2.667e-02 |           47.7442 ‖
‖        19 |   7080 |               1698 |   2.651e-02 |           47.1231 ‖
‖        20 |   7614 |               2156 |   2.620e-02 |           44.3147 ‖
‖        21 |   8594 |               2178 |   2.603e-02 |           44.3135 ‖
‖        22 |   9462 |               2332 |   2.581e-02 |           43.0120 ‖
‖        23 |  10441 |               2365 |   2.564e-02 |           42.8101 ‖
‖        24 |  11328 |               2494 |   2.542e-02 |           41.8195 ‖
‖        25 |  12068 |               2770 |   2.521e-02 |           40.0142 ‖
‖        26 |  13007 |               2813 |   2.503e-02 |           39.9993 ‖
‖        27 |  13887 |               2957 |   2.495e-02 |           38.7178 ‖
‖        28 |  14760 |               3092 |   2.494e-02 |           37.9165 ‖
‖        29 |  15742 |               3119 |   2.488e-02 |           37.8966 ‖
‖        30 |  16664 |               3209 |   2.485e-02 |           37.6532 ‖
‖        31 |  17654 |               3231 |   2.481e-02 |           37.6263 ‖
‖        32 |  18523 |               3370 |   2.471e-02 |           37.3512 ‖
‖        33 |  19071 |               3788 |   2.461e-02 |           36.2949 ‖
‖        34 |  20045 |               3826 |   2.449e-02 |           36.2729 ‖
‖        35 |  21037 |               3855 |   2.444e-02 |           36.2224 ‖
‖        36 |  21999 |               3913 |   2.438e-02 |           36.2197 ‖
‖        37 |  22896 |               4034 |   2.426e-02 |           35.9246 ‖
‖        38 |  23573 |               4373 |   2.418e-02 |           34.8356 ‖
‖        39 |  24449 |               4484 |   2.411e-02 |           34.6029 ‖
‖        40 |  25424 |               4532 |   2.400e-02 |           34.4158 ‖
‖        41 |  26351 |               4625 |   2.395e-02 |           34.0447 ‖
‖        42 |  27290 |               4687 |   2.391e-02 |           33.9625 ‖
‖        43 |  28152 |               4831 |   2.381e-02 |           33.6120 ‖
‖        44 |  29016 |               4946 |   2.378e-02 |           33.4523 ‖
‖        45 |  29994 |               4981 |   2.374e-02 |           33.4469 ‖
‖        46 |  30866 |               5122 |   2.367e-02 |           33.1011 ‖
‖        47 |  31538 |               5462 |   2.364e-02 |           32.1629 ‖
‖        48 |  32335 |               5655 |   2.360e-02 |           31.8865 ‖
‖        49 |  33247 |               5750 |   2.353e-02 |           31.8856 ‖
‖        50 |  34172 |               5843 |   2.351e-02 |           31.7731 ‖
‖        51 |  34965 |               6058 |   2.346e-02 |           31.3709 ‖
‖        52 |  35535 |               6477 |   2.342e-02 |           30.4606 ‖
‖        53 |  36221 |               6770 |   2.340e-02 |           30.4469 ‖
‖        54 |  36740 |               7250 |   2.339e-02 |           29.6308 ‖
‖        55 |  37392 |               7585 |   2.339e-02 |           29.0960 ‖
‖        56 |  38184 |               7782 |   2.338e-02 |           29.0368 ‖
‖        57 |  38993 |               7973 |   2.337e-02 |           29.0307 ‖
‖        58 |  39723 |               8248 |   2.335e-02 |           29.0267 ‖
‖        59 |  40411 |               8565 |   2.333e-02 |           28.8805 ‖
‖        60 |  41090 |               8892 |   2.332e-02 |           28.5479 ‖
‖        61 |  41863 |               9107 |   2.331e-02 |           28.5135 ‖
‖        62 |  42658 |               9322 |   2.329e-02 |           28.4192 ‖
‖        63 |  43538 |               9455 |   2.330e-02 |           28.3333 ‖
‖        64 |  44364 |               9639 |   2.327e-02 |           28.3281 ‖
‖        65 |  45111 |               9898 |   2.324e-02 |           28.2710 ‖
‖        66 |  46028 |               9999 |   2.322e-02 |           28.2702 ‖
‖        67 |  46967 |              10082 |   2.318e-02 |           28.2697 ‖
‖        68 |  47702 |              10359 |   2.314e-02 |           28.0242 ‖
‖        69 |  48378 |              10665 |   2.312e-02 |           27.7077 ‖
‖        70 |  49241 |              10815 |   2.307e-02 |           27.7072 ‖
‖        71 |  50091 |              10977 |   2.305e-02 |           27.6564 ‖
‖        72 |  51040 |              11045 |   2.302e-02 |           27.6560 ‖
‖        73 |  51927 |              11176 |   2.298e-02 |           27.6347 ‖
‖        74 |  52777 |              11343 |   2.297e-02 |           27.4890 ‖
‖        75 |  53600 |              11504 |   2.296e-02 |           27.4297 ‖
‖        76 |  54419 |              11679 |   2.294e-02 |           27.4179 ‖
‖        77 |  55320 |              11790 |   2.294e-02 |           27.3672 ‖
‖        78 |  56214 |              11893 |   2.295e-02 |           27.3547 ‖
‖        79 |  57089 |              12024 |   2.293e-02 |           27.3517 ‖
‖        80 |  57860 |              12258 |   2.291e-02 |           27.2177 ‖
‖        81 |  58735 |              12380 |   2.288e-02 |           27.2169 ‖
‖        82 |  59547 |              12584 |   2.285e-02 |           26.9420 ‖
‖        83 |  59929 |              13163 |   2.283e-02 |           26.2374 ‖
‖        84 |  60558 |              13490 |   2.281e-02 |           26.0708 ‖
‖        85 |  61020 |              13998 |   2.279e-02 |           25.6009 ‖
‖        86 |  61565 |              14384 |   2.277e-02 |           25.4605 ‖
‖        87 |  62359 |              14576 |   2.275e-02 |           25.4234 ‖
‖        88 |  63009 |              14930 |   2.273e-02 |           25.2270 ‖
‖        89 |  63565 |              15338 |   2.270e-02 |           25.1329 ‖
‖        90 |  64215 |              15652 |   2.268e-02 |           25.0376 ‖
‖        91 |  64562 |              16291 |   2.267e-02 |           24.4383 ‖
‖        92 |  64886 |              16890 |   2.266e-02 |           24.2430 ‖
‖        93 |  65415 |              17332 |   2.265e-02 |           24.0899 ‖
‖        94 |  65888 |              17849 |   2.265e-02 |           23.8173 ‖
‖        95 |  66507 |              18176 |   2.265e-02 |           23.7563 ‖
‖        96 |  67253 |              18418 |   2.263e-02 |           23.7278 ‖
‖        97 |  67880 |              18772 |   2.262e-02 |           23.6017 ‖
‖        98 |  68611 |              19017 |   2.260e-02 |           23.5925 ‖
‖        99 |  69183 |              19432 |   2.260e-02 |           23.4674 ‖
‖       100 |  69731 |              19854 |   2.259e-02 |           23.4429 ‖
‖       101 |  70314 |              20252 |   2.257e-02 |           23.4363 ‖
‖       102 |  70798 |              20749 |   2.257e-02 |           23.4148 ‖
‖       103 |  71473 |              21060 |   2.257e-02 |           23.4088 ‖
‖       104 |  72298 |              21241 |   2.256e-02 |           23.3864 ‖
‖       105 |  73039 |              21501 |   2.254e-02 |           23.2690 ‖
‖       106 |  73714 |              21825 |   2.253e-02 |           23.1080 ‖
‖       107 |  74168 |              22348 |   2.251e-02 |           22.6442 ‖
‖       108 |  74750 |              22756 |   2.250e-02 |           22.6390 ‖
‖       109 |  75288 |              23208 |   2.248e-02 |           22.4371 ‖
‖       110 |  75748 |              23709 |   2.248e-02 |           22.2521 ‖
‖       111 |  76374 |              24070 |   2.245e-02 |           22.2487 ‖
‖       112 |  77075 |              24369 |   2.243e-02 |           22.2460 ‖
‖       113 |  77654 |              24784 |   2.241e-02 |           22.2422 ‖
‖       114 |  78133 |              25295 |   2.239e-02 |           22.0989 ‖
‖       115 |  78632 |              25773 |   2.239e-02 |           21.9276 ‖
‖       116 |  79142 |              26247 |   2.239e-02 |           21.8925 ‖
‖       117 |  79674 |              26692 |   2.237e-02 |           21.8175 ‖
‖       118 |  80134 |              27183 |   2.237e-02 |           21.7015 ‖
‖       119 |  80554 |              27734 |   2.236e-02 |           21.6922 ‖
‖       120 |  80869 |              28388 |   2.235e-02 |           21.1544 ‖
‖       121 |  81179 |              29033 |   2.234e-02 |           20.9606 ‖
‖       122 |  81650 |              29538 |   2.233e-02 |           20.9391 ‖
‖       123 |  82119 |              30030 |   2.232e-02 |           20.9291 ‖
‖       124 |  82507 |              30617 |   2.230e-02 |           20.3691 ‖
‖       125 |  83080 |              31011 |   2.228e-02 |           20.0919 ‖
‖       126 |  83755 |              31341 |   2.225e-02 |           19.6247 ‖
‖       127 |  84507 |              31578 |   2.222e-02 |           19.5581 ‖
‖       128 |  85270 |              31818 |   2.218e-02 |           19.4877 ‖
‖       129 |  86131 |              31969 |   2.214e-02 |           19.4822 ‖
‖       130 |  86958 |              32144 |   2.210e-02 |           19.4763 ‖
‖       131 |  87838 |              32281 |   2.206e-02 |           19.4651 ‖
‖       132 |  88758 |              32377 |   2.202e-02 |           19.4627 ‖
‖       133 |  89496 |              32631 |   2.198e-02 |           19.4585 ‖
‖       134 |  90386 |              32756 |   2.194e-02 |           19.4548 ‖
‖       135 |  91138 |              33015 |   2.190e-02 |           19.4527 ‖
‖       136 |  91809 |              33326 |   2.187e-02 |           19.3547 ‖
‖       137 |  92479 |              33653 |   2.184e-02 |           19.3524 ‖
‖       138 |  92771 |              34324 |   2.182e-02 |           19.1368 ‖
‖       139 |  93035 |              35000 |   2.182e-02 |           18.9350 ‖
‖       140 |  93240 |              35756 |   2.182e-02 |           18.8898 ‖
‖       141 |  93532 |              36421 |   2.184e-02 |           18.8172 ‖
‖       142 |  93847 |              37047 |   2.185e-02 |           18.8147 ‖
‖       143 |  94236 |              37630 |   2.186e-02 |           18.6869 ‖
‖       144 |  94787 |              38058 |   2.186e-02 |           18.6528 ‖
‖       145 |  95302 |              38524 |   2.185e-02 |           18.6418 ‖
‖       146 |  95871 |              38960 |   2.185e-02 |           18.4648 ‖
‖       147 |  96436 |              39362 |   2.186e-02 |           18.3838 ‖
‖       148 |  96856 |              39915 |   2.185e-02 |           18.3633 ‖
‖       149 |  97555 |              40199 |   2.187e-02 |           18.3164 ‖
‖       150 |  98177 |              40573 |   2.186e-02 |           18.3093 ‖
‖       151 |  98730 |              41026 |   2.185e-02 |           18.3060 ‖
‖       152 |  99198 |              41496 |   2.185e-02 |           18.2730 ‖
‖       153 |  99643 |              42044 |   2.184e-02 |           18.2695 ‖
‖       154 | 100209 |              42430 |   2.184e-02 |           18.2657 ‖
‖       155 | 100935 |              42712 |   2.183e-02 |           18.2633 ‖
‖       156 | 101598 |              43050 |   2.182e-02 |           18.2615 ‖
‖       157 | 102392 |              43264 |   2.182e-02 |           18.2595 ‖
‖       158 | 103097 |              43569 |   2.181e-02 |           18.2579 ‖
‖       159 | 103840 |              43845 |   2.180e-02 |           18.2568 ‖
‖       160 | 104394 |              44256 |   2.179e-02 |           18.1586 ‖
‖       161 | 104983 |              44653 |   2.178e-02 |           18.1446 ‖
‖       162 | 105379 |              45190 |   2.177e-02 |           17.9748 ‖
‖       163 | 105935 |              45606 |   2.176e-02 |           17.9521 ‖
‖       164 | 106577 |              45964 |   2.175e-02 |           17.9505 ‖
‖       165 | 107083 |              46416 |   2.174e-02 |           17.9492 ‖
‖       166 | 107542 |              46892 |   2.174e-02 |           17.9474 ‖
‖       167 | 108007 |              47368 |   2.173e-02 |           17.9001 ‖
‖       168 | 108559 |              47769 |   2.173e-02 |           17.8657 ‖
‖       169 | 109201 |              48110 |   2.172e-02 |           17.8631 ‖
‖       170 | 109828 |              48440 |   2.171e-02 |           17.8613 ‖
‖       171 | 110629 |              48651 |   2.171e-02 |           17.8602 ‖
‖       172 | 111396 |              48898 |   2.169e-02 |           17.8592 ‖
‖       173 | 111987 |              49264 |   2.168e-02 |           17.8584 ‖
‖       174 | 112506 |              49666 |   2.168e-02 |           17.8335 ‖
‖       175 | 113033 |              50096 |   2.167e-02 |           17.7470 ‖
‖       176 | 113360 |              50724 |   2.166e-02 |           17.5867 ‖
‖       177 | 113805 |              51207 |   2.166e-02 |           17.5458 ‖
‖       178 | 114269 |              51708 |   2.167e-02 |           17.4486 ‖
‖       179 | 114729 |              52199 |   2.167e-02 |           17.3941 ‖
‖       180 | 115251 |              52657 |   2.166e-02 |           17.3772 ‖
‖       181 | 115658 |              53212 |   2.165e-02 |           17.3682 ‖
‖       182 | 116002 |              53813 |   2.165e-02 |           17.3437 ‖
‖       183 | 116371 |              54413 |   2.165e-02 |           17.2658 ‖
‖       184 | 116783 |              54959 |   2.165e-02 |           17.2209 ‖
‖       185 | 117256 |              55448 |   2.165e-02 |           17.2026 ‖
‖       186 | 117716 |              55964 |   2.166e-02 |           17.1718 ‖
‖       187 | 118345 |              56316 |   2.166e-02 |           17.1590 ‖
‖       188 | 118994 |              56645 |   2.166e-02 |           17.1547 ‖
‖       189 | 119644 |              56992 |   2.166e-02 |           17.1505 ‖
‖       190 | 120244 |              57374 |   2.165e-02 |           17.1441 ‖
‖       191 | 120763 |              57843 |   2.165e-02 |           17.0813 ‖
‖       192 | 121223 |              58361 |   2.164e-02 |           17.0729 ‖
‖       193 | 121722 |              58842 |   2.163e-02 |           17.0704 ‖
‖       194 | 122291 |              59228 |   2.163e-02 |           17.0688 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.001 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_205.vnnlib: unknown
--- Verification time: 20.0173 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (340/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_36.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_36.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_36.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.402e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_36.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (341/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1625.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1625.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1625.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.098e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1625.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (342/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_460.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_460.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_460.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.763e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_460.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (343/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2599.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2599.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2599.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.235e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2599.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (344/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2789.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2789.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2789.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.601e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2789.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
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INSTANCE (345/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2259.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2259.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2259.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.152e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2259.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
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INSTANCE (346/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5823.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5823.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5823.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.982e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5823.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (347/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1414.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1414.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1414.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.784e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.587e-02 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.023 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1414.vnnlib: sat
--- Verification time: 0.0345 / 20.0000 [s]
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INSTANCE (348/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4882.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4882.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4882.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.198e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.089e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.966e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.894e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.778e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.692e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.602e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.529e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.455e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.395e-02 |          100.0001 ‖
‖        11 |   1023 |                  1 |   3.338e-02 |           99.9022 ‖
‖        12 |   2038 |                  9 |   3.288e-02 |           99.2551 ‖
‖        13 |   2995 |                 75 |   3.248e-02 |           97.1986 ‖
‖        14 |   4019 |                 75 |   3.221e-02 |           97.1986 ‖
‖        15 |   5023 |                 85 |   3.201e-02 |           97.1974 ‖
‖        16 |   5817 |                314 |   3.166e-02 |           93.8068 ‖
‖        16 |   4793 |                319 |   3.170e-02 |           79.8836 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.675 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4882.vnnlib: sat
--- Verification time: 0.6873 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (349/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2404.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2404.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2404.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.825e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2404.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (350/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3736.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3736.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3736.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.210e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3736.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (351/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2752.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2752.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2752.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.636e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2752.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
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INSTANCE (352/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2815.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2815.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2815.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.902e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2815.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (353/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3965.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3965.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3965.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.028e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3965.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (354/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5176.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5176.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5176.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.421e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5176.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (355/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1397.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1397.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1397.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.747e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.683e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.567e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.505e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.429e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.298e-02 |          100.0001 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.090 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1397.vnnlib: sat
--- Verification time: 0.1012 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (356/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3129.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3129.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3129.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.358e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3129.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (357/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4481.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4481.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4481.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.012e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4481.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (358/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2186.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2186.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2186.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.140e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.814e-02 |           43.3353 ‖
‖         3 |      2 |                  1 |   3.933e-02 |           41.6589 ‖
‖         4 |      3 |                  2 |   3.898e-02 |           30.3085 ‖
‖         5 |      5 |                  3 |   3.679e-02 |           18.5204 ‖
‖         6 |      5 |                  7 |   3.490e-02 |            9.5880 ‖
‖         7 |      4 |                 12 |   3.544e-02 |            4.5423 ‖
‖         8 |      4 |                 16 |   3.462e-02 |            1.9709 ‖
‖         9 |      3 |                 21 |   2.895e-02 |            0.5805 ‖
‖        10 |      2 |                 24 |   3.184e-02 |            0.1218 ‖
‖        11 |      0 |                 27 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.224 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2186.vnnlib: unsat
--- Verification time: 0.2340 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (359/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6323.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6323.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6323.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.516e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6323.vnnlib: sat
--- Verification time: 0.0192 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (360/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_22.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_22.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_22.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.402e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_22.vnnlib: sat
--- Verification time: 0.0191 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (361/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3038.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3038.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3038.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.343e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.229e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.109e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.022e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.928e-02 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.854e-02 |           96.8750 ‖
‖         7 |     56 |                  7 |   3.717e-02 |           83.4290 ‖
‖         8 |     94 |                 23 |   3.681e-02 |           70.1011 ‖
‖         9 |    143 |                 67 |   3.583e-02 |           51.4108 ‖
‖        10 |    207 |                140 |   3.492e-02 |           36.5074 ‖
‖        11 |    297 |                249 |   3.474e-02 |           27.4482 ‖
‖        12 |    448 |                389 |   3.366e-02 |           20.1315 ‖
‖        13 |    552 |                710 |   3.274e-02 |           12.4258 ‖
‖        14 |    647 |               1135 |   3.159e-02 |            6.8402 ‖
‖        15 |    718 |               1646 |   3.109e-02 |            3.7204 ‖
‖        16 |    747 |               2268 |   3.045e-02 |            1.8833 ‖
‖        17 |    748 |               2927 |   2.963e-02 |            0.9079 ‖
‖        18 |    703 |               3617 |   2.892e-02 |            0.4150 ‖
‖        19 |    601 |               4311 |   2.829e-02 |            0.1757 ‖
‖        20 |    418 |               5001 |   2.730e-02 |            0.0585 ‖
‖        21 |    240 |               5522 |   2.725e-02 |            0.0166 ‖
‖        22 |    118 |               5849 |   2.515e-02 |            0.0037 ‖
‖        23 |     36 |               6019 |   2.363e-02 |            0.0005 ‖
‖        24 |      7 |               6072 |   2.495e-02 |            0.0001 ‖
‖        25 |      2 |               6083 |   2.395e-02 |            0.0000 ‖
‖        26 |      0 |               6086 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.242 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3038.vnnlib: unsat
--- Verification time: 1.2527 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (362/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_379.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_379.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_379.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.296e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_379.vnnlib: sat
--- Verification time: 0.0168 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (363/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2101.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2101.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2101.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.567e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.383e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.291e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.192e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.139e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.079e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.018e-02 |           99.3130 ‖
‖         8 |    126 |                  2 |   2.956e-02 |           97.4036 ‖
‖         9 |    244 |                  9 |   2.903e-02 |           94.1349 ‖
‖        10 |    462 |                 35 |   2.820e-02 |           88.0199 ‖
‖        11 |    858 |                 96 |   2.758e-02 |           82.4376 ‖
‖        12 |   1603 |                202 |   2.698e-02 |           76.2066 ‖
‖        13 |   2385 |                429 |   2.643e-02 |           70.0172 ‖
‖        14 |   3389 |                439 |   2.624e-02 |           70.0119 ‖
‖        15 |   4060 |                779 |   2.591e-02 |           65.2403 ‖
‖        16 |   4961 |                877 |   2.573e-02 |           64.1757 ‖
‖        17 |   5974 |                886 |   2.557e-02 |           64.0207 ‖
‖        18 |   6998 |                886 |   2.538e-02 |           64.0189 ‖
‖        19 |   8022 |                886 |   2.519e-02 |           64.0188 ‖
‖        20 |   8816 |               1089 |   2.501e-02 |           62.7132 ‖
‖        21 |   9506 |               1380 |   2.476e-02 |           61.1610 ‖
‖        22 |  10498 |               1407 |   2.457e-02 |           60.9850 ‖
‖        23 |  11313 |               1612 |   2.444e-02 |           59.4394 ‖
‖        24 |  12323 |               1619 |   2.435e-02 |           59.4395 ‖
‖        25 |  13293 |               1673 |   2.422e-02 |           58.9514 ‖
‖        26 |  14296 |               1693 |   2.414e-02 |           58.7874 ‖
‖        27 |  15320 |               1693 |   2.403e-02 |           58.7878 ‖
‖        28 |  16329 |               1708 |   2.387e-02 |           58.6262 ‖
‖        29 |  17349 |               1712 |   2.376e-02 |           58.5490 ‖
‖        30 |  18373 |               1712 |   2.362e-02 |           58.5492 ‖
‖        31 |  19397 |               1712 |   2.346e-02 |           58.5489 ‖
‖        32 |  20421 |               1712 |   2.334e-02 |           58.5488 ‖
‖        33 |  21445 |               1712 |   2.319e-02 |           58.5488 ‖
‖        34 |  22237 |               1907 |   2.302e-02 |           58.1129 ‖
‖        35 |  23257 |               1909 |   2.288e-02 |           58.1130 ‖
‖        36 |  24281 |               1909 |   2.273e-02 |           58.1130 ‖
‖        37 |  24946 |               2236 |   2.256e-02 |           57.1507 ‖
‖        38 |  25952 |               2245 |   2.241e-02 |           57.1507 ‖
‖        39 |  26929 |               2287 |   2.225e-02 |           57.0203 ‖
‖        40 |  27953 |               2287 |   2.210e-02 |           57.0203 ‖
‖        41 |  28977 |               2287 |   2.198e-02 |           57.0203 ‖
‖        42 |  29782 |               2501 |   2.184e-02 |           56.2058 ‖
‖        43 |  30537 |               2758 |   2.172e-02 |           55.3912 ‖
‖        44 |  31501 |               2791 |   2.158e-02 |           55.3828 ‖
‖        45 |  32525 |               2791 |   2.147e-02 |           55.3828 ‖
‖        46 |  33549 |               2791 |   2.137e-02 |           55.3828 ‖
‖        47 |  34573 |               2791 |   2.125e-02 |           55.3827 ‖
‖        48 |  35389 |               2989 |   2.112e-02 |           54.7659 ‖
‖        49 |  36413 |               2989 |   2.100e-02 |           54.7658 ‖
‖        50 |  37428 |               2997 |   2.088e-02 |           54.7304 ‖
‖        51 |  38355 |               3094 |   2.078e-02 |           54.3100 ‖
‖        52 |  39375 |               3096 |   2.070e-02 |           54.3099 ‖
‖        53 |  40397 |               3097 |   2.060e-02 |           54.3099 ‖
‖        54 |  41421 |               3097 |   2.051e-02 |           54.3099 ‖
‖        55 |  42445 |               3097 |   2.044e-02 |           54.3099 ‖
‖        56 |  43447 |               3118 |   2.034e-02 |           54.2106 ‖
‖        57 |  44373 |               3214 |   2.024e-02 |           53.8181 ‖
‖        58 |  45393 |               3216 |   2.014e-02 |           53.8180 ‖
‖        59 |  46404 |               3228 |   2.004e-02 |           53.7653 ‖
‖        60 |  47347 |               3309 |   1.997e-02 |           53.3699 ‖
‖        61 |  48352 |               3327 |   1.990e-02 |           53.3018 ‖
‖        62 |  49372 |               3330 |   1.979e-02 |           53.2887 ‖
‖        63 |  50393 |               3333 |   1.973e-02 |           53.2602 ‖
‖        64 |  51417 |               3333 |   1.965e-02 |           53.2602 ‖
‖        65 |  52440 |               3334 |   1.954e-02 |           53.2453 ‖
‖        66 |  53463 |               3335 |   1.947e-02 |           53.2384 ‖
‖        67 |  54487 |               3335 |   1.939e-02 |           53.2384 ‖
‖        68 |  55511 |               3335 |   1.929e-02 |           53.2371 ‖
‖        69 |  56535 |               3335 |   1.923e-02 |           53.2371 ‖
‖        70 |  57559 |               3335 |   1.917e-02 |           53.2372 ‖
‖        71 |  58583 |               3335 |   1.906e-02 |           53.2372 ‖
‖        72 |  59607 |               3335 |   1.900e-02 |           53.2372 ‖
‖        73 |  60631 |               3335 |   1.893e-02 |           53.2372 ‖
‖        74 |  61578 |               3405 |   1.882e-02 |           53.1501 ‖
‖        75 |  62494 |               3489 |   1.876e-02 |           53.1321 ‖
‖        76 |  63382 |               3609 |   1.869e-02 |           53.1321 ‖
‖        77 |  64168 |               3820 |   1.865e-02 |           53.1322 ‖
‖        78 |  64822 |               4135 |   1.866e-02 |           53.1322 ‖
‖        79 |  65426 |               4512 |   1.865e-02 |           53.1325 ‖
‖        80 |  65997 |               4925 |   1.864e-02 |           53.1325 ‖
‖        81 |  66514 |               5380 |   1.867e-02 |           53.1328 ‖
‖        82 |  66952 |               5909 |   1.868e-02 |           53.1328 ‖
‖        83 |  67114 |               6688 |   1.868e-02 |           52.7344 ‖
‖        84 |  67676 |               7091 |   1.870e-02 |           52.7322 ‖
‖        85 |  68367 |               7389 |   1.869e-02 |           52.7323 ‖
‖        86 |  69162 |               7588 |   1.871e-02 |           52.7323 ‖
‖        87 |  70038 |               7724 |   1.869e-02 |           52.7323 ‖
‖        88 |  70884 |               7884 |   1.865e-02 |           52.6804 ‖
‖        89 |  71833 |               7954 |   1.864e-02 |           52.6804 ‖
‖        90 |  72795 |               8003 |   1.860e-02 |           52.6804 ‖
‖        91 |  73795 |               8026 |   1.855e-02 |           52.6804 ‖
‖        92 |  74814 |               8031 |   1.854e-02 |           52.6804 ‖
‖        93 |  75832 |               8035 |   1.850e-02 |           52.6805 ‖
‖        94 |  76856 |               8035 |   1.846e-02 |           52.6806 ‖
‖        95 |  77880 |               8035 |   1.845e-02 |           52.6809 ‖
‖        96 |  78904 |               8035 |   1.842e-02 |           52.6809 ‖
‖        97 |  79715 |               8229 |   1.837e-02 |           52.3783 ‖
‖        98 |  80610 |               8330 |   1.835e-02 |           52.3054 ‖
‖        99 |  81630 |               8332 |   1.829e-02 |           52.3054 ‖
‖       100 |  82336 |               8642 |   1.826e-02 |           51.7641 ‖
‖       101 |  83140 |               8834 |   1.822e-02 |           51.5140 ‖
‖       102 |  84160 |               8838 |   1.817e-02 |           51.5028 ‖
‖       103 |  85184 |               8838 |   1.815e-02 |           51.5025 ‖
‖       104 |  86208 |               8838 |   1.811e-02 |           51.5023 ‖
‖       105 |  87231 |               8839 |   1.807e-02 |           51.5003 ‖
‖       106 |  88255 |               8839 |   1.807e-02 |           51.4999 ‖
‖       107 |  89279 |               8839 |   1.803e-02 |           51.4986 ‖
‖       108 |  90303 |               8839 |   1.800e-02 |           51.4986 ‖
‖       109 |  91327 |               8839 |   1.800e-02 |           51.4986 ‖
‖       110 |  92351 |               8839 |   1.796e-02 |           51.4986 ‖
‖       111 |  93375 |               8839 |   1.792e-02 |           51.4986 ‖
‖       112 |  94399 |               8839 |   1.790e-02 |           51.4986 ‖
‖       113 |  95423 |               8839 |   1.786e-02 |           51.4986 ‖
‖       114 |  96228 |               9045 |   1.781e-02 |           51.1653 ‖
‖       115 |  97172 |               9113 |   1.779e-02 |           51.1077 ‖
‖       116 |  98192 |               9116 |   1.772e-02 |           51.1077 ‖
‖       117 |  99216 |               9116 |   1.768e-02 |           51.1078 ‖
‖       118 | 100240 |               9116 |   1.767e-02 |           51.1078 ‖
‖       119 | 101264 |               9116 |   1.762e-02 |           51.1078 ‖
‖       120 | 102264 |               9136 |   1.758e-02 |           51.0735 ‖
‖       121 | 103288 |               9136 |   1.756e-02 |           51.0736 ‖
‖       122 | 104312 |               9136 |   1.751e-02 |           51.0736 ‖
‖       123 | 105064 |               9395 |   1.747e-02 |           50.6140 ‖
‖       124 | 106030 |               9437 |   1.745e-02 |           50.5794 ‖
‖       125 | 107054 |               9437 |   1.739e-02 |           50.5794 ‖
‖       126 | 108077 |               9438 |   1.738e-02 |           50.5794 ‖
‖       127 | 109100 |               9439 |   1.736e-02 |           50.5794 ‖
‖       128 | 110121 |               9441 |   1.729e-02 |           50.5794 ‖
‖       129 | 111136 |               9450 |   1.728e-02 |           50.5795 ‖
‖       130 | 112130 |               9480 |   1.725e-02 |           50.5795 ‖
‖       131 | 113059 |               9569 |   1.719e-02 |           50.5795 ‖
‖       132 | 113933 |               9706 |   1.718e-02 |           50.5795 ‖
‖       133 | 114616 |              10019 |   1.719e-02 |           50.5795 ‖
‖       134 | 115181 |              10435 |   1.716e-02 |           50.5795 ‖
‖       135 | 115616 |              10964 |   1.720e-02 |           50.5795 ‖
‖       136 | 116151 |              11370 |   1.723e-02 |           50.5795 ‖
‖       137 | 116867 |              11639 |   1.720e-02 |           50.5164 ‖
‖       138 | 117770 |              11742 |   1.719e-02 |           50.5133 ‖
‖       139 | 118735 |              11789 |   1.717e-02 |           50.5134 ‖
‖       140 | 119661 |              11874 |   1.712e-02 |           50.4150 ‖
‖       141 | 120460 |              12089 |   1.710e-02 |           50.0823 ‖
‖       142 | 121458 |              12108 |   1.707e-02 |           50.0823 ‖
‖       143 | 122476 |              12113 |   1.703e-02 |           50.0823 ‖
‖       144 | 123495 |              12117 |   1.701e-02 |           50.0825 ‖
‖       145 | 124511 |              12125 |   1.698e-02 |           50.0826 ‖
‖       146 | 125455 |              12201 |   1.694e-02 |           49.9953 ‖
‖       147 | 126420 |              12254 |   1.692e-02 |           49.9955 ‖
‖       148 | 127353 |              12332 |   1.689e-02 |           49.9956 ‖
‖       149 | 128093 |              12587 |   1.685e-02 |           49.7686 ‖
‖       150 | 128745 |              12941 |   1.684e-02 |           49.3587 ‖
‖       151 | 129436 |              13235 |   1.681e-02 |           49.2489 ‖
‖       152 | 130010 |              13661 |   1.680e-02 |           49.0830 ‖
‖       153 | 130511 |              14147 |   1.682e-02 |           48.9677 ‖
‖       154 | 130975 |              14641 |   1.682e-02 |           48.9593 ‖
‖       155 | 131647 |              14948 |   1.680e-02 |           48.9118 ‖
‖       156 | 132459 |              15136 |   1.679e-02 |           48.9116 ‖
‖       157 | 133383 |              15217 |   1.676e-02 |           48.9116 ‖
‖       158 | 134314 |              15306 |   1.673e-02 |           48.7429 ‖
‖       159 | 135302 |              15339 |   1.672e-02 |           48.6741 ‖
‖       160 | 136311 |              15352 |   1.669e-02 |           48.6721 ‖
‖       161 | 137310 |              15375 |   1.666e-02 |           48.6716 ‖
‖       162 | 138286 |              15421 |   1.666e-02 |           48.6716 ‖
‖       163 | 139220 |              15507 |   1.662e-02 |           48.6716 ‖
‖       164 | 140072 |              15658 |   1.659e-02 |           48.6082 ‖
‖       165 | 140903 |              15830 |   1.657e-02 |           48.6082 ‖
‖       166 | 141624 |              16104 |   1.655e-02 |           48.6081 ‖
‖       167 | 142198 |              16523 |   1.654e-02 |           48.5306 ‖
‖       168 | 142626 |              17046 |   1.657e-02 |           48.5157 ‖
‖       169 | 143152 |              17470 |   1.656e-02 |           48.5157 ‖
‖       170 | 143924 |              17684 |   1.655e-02 |           48.5157 ‖
‖       171 | 144800 |              17806 |   1.654e-02 |           48.5157 ‖
‖       172 | 145744 |              17876 |   1.651e-02 |           48.5157 ‖
‖       173 | 146666 |              17965 |   1.648e-02 |           48.4922 ‖
‖       174 | 147584 |              18058 |   1.646e-02 |           48.4922 ‖
‖       175 | 148415 |              18235 |   1.642e-02 |           48.4922 ‖
‖       176 | 149103 |              18540 |   1.642e-02 |           48.4638 ‖
‖       177 | 149689 |              18929 |   1.644e-02 |           48.4623 ‖
‖       178 | 150213 |              19383 |   1.643e-02 |           48.4623 ‖
‖       179 | 150686 |              19860 |   1.644e-02 |           48.4621 ‖
‖       180 | 151331 |              20177 |   1.645e-02 |           48.4621 ‖
‖       181 | 152066 |              20434 |   1.643e-02 |           48.4621 ‖
‖       182 | 152820 |              20673 |   1.641e-02 |           48.4621 ‖
‖       183 | 153594 |              20895 |   1.639e-02 |           48.4621 ‖
‖       184 | 154265 |              21218 |   1.637e-02 |           48.4621 ‖
‖       185 | 154830 |              21620 |   1.636e-02 |           48.4621 ‖
‖       186 | 155399 |              22015 |   1.638e-02 |           48.4621 ‖
‖       187 | 155892 |              22490 |   1.637e-02 |           48.4621 ‖
‖       188 | 156448 |              22885 |   1.637e-02 |           48.4621 ‖
‖       189 | 157078 |              23235 |   1.638e-02 |           48.4621 ‖
‖       190 | 157589 |              23695 |   1.637e-02 |           48.4621 ‖
‖       191 | 157950 |              24279 |   1.636e-02 |           48.4357 ‖
‖       192 | 158453 |              24726 |   1.636e-02 |           48.4357 ‖
‖       193 | 158884 |              25274 |   1.634e-02 |           48.4357 ‖
‖       194 | 159249 |              25852 |   1.635e-02 |           48.4311 ‖
‖       195 | 159681 |              26380 |   1.637e-02 |           48.4311 ‖
‖       196 | 159948 |              27074 |   1.637e-02 |           48.4311 ‖
‖       197 | 160275 |              27673 |   1.639e-02 |           48.4311 ‖
‖       198 | 160827 |              28096 |   1.640e-02 |           48.4311 ‖
‖       199 | 161176 |              28720 |   1.640e-02 |           48.4311 ‖
‖       200 | 161530 |              29285 |   1.642e-02 |           48.4311 ‖
‖       201 | 161992 |              29791 |   1.643e-02 |           48.4311 ‖
‖       202 | 162406 |              30349 |   1.644e-02 |           48.4311 ‖
‖       203 | 162888 |              30829 |   1.647e-02 |           48.4311 ‖
‖       204 | 163354 |              31337 |   1.649e-02 |           48.4311 ‖
‖       205 | 163939 |              31729 |   1.650e-02 |           48.4311 ‖
‖       206 | 164506 |              32146 |   1.650e-02 |           48.4311 ‖
‖       207 | 165180 |              32448 |   1.652e-02 |           48.4311 ‖
‖       208 | 165901 |              32722 |   1.651e-02 |           48.4311 ‖
‖       209 | 166694 |              32926 |   1.653e-02 |           48.4311 ‖
‖       210 | 167563 |              33062 |   1.654e-02 |           48.4311 ‖
‖       211 | 168480 |              33162 |   1.654e-02 |           48.4311 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.079 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2101.vnnlib: unknown
--- Verification time: 20.0979 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (364/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2796.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2796.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2796.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.773e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.714e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.684e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.595e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.488e-02 |           93.9143 ‖
‖         6 |     29 |                  2 |   3.410e-02 |           84.9006 ‖
‖         7 |     48 |                 12 |   3.347e-02 |           72.8845 ‖
‖         8 |     88 |                 20 |   3.249e-02 |           61.0941 ‖
‖         9 |    145 |                 47 |   3.250e-02 |           52.6064 ‖
‖        10 |    237 |                 95 |   3.121e-02 |           41.5664 ‖
‖        11 |    363 |                194 |   3.044e-02 |           31.2906 ‖
‖        12 |    547 |                348 |   3.009e-02 |           23.8248 ‖
‖        13 |    801 |                613 |   2.938e-02 |           17.0977 ‖
‖        14 |   1118 |               1053 |   2.906e-02 |           12.1081 ‖
‖        15 |   1526 |               1622 |   2.836e-02 |            8.6405 ‖
‖        16 |   1949 |               2158 |   2.812e-02 |            6.9459 ‖
‖        17 |   2541 |               2545 |   2.786e-02 |            5.8304 ‖
‖        18 |   2877 |               3167 |   2.756e-02 |            4.9215 ‖
‖        19 |   3417 |               3609 |   2.722e-02 |            4.3639 ‖
‖        20 |   3787 |               4201 |   2.700e-02 |            3.6763 ‖
‖        21 |   4307 |               4656 |   2.683e-02 |            3.2813 ‖
‖        22 |   4583 |               5333 |   2.655e-02 |            2.8913 ‖
‖        23 |   4666 |               6213 |   2.634e-02 |            2.5830 ‖
‖        24 |   4792 |               7010 |   2.626e-02 |            2.3741 ‖
‖        25 |   4849 |               7875 |   2.620e-02 |            2.1239 ‖
‖        26 |   4951 |               8699 |   2.611e-02 |            1.8989 ‖
‖        27 |   4884 |               9655 |   2.604e-02 |            1.6560 ‖
‖        28 |   4999 |              10491 |   2.586e-02 |            1.3872 ‖
‖        29 |   5079 |              11320 |   2.572e-02 |            1.3010 ‖
‖        30 |   5138 |              12174 |   2.553e-02 |            1.1333 ‖
‖        31 |   5280 |              12978 |   2.535e-02 |            1.0605 ‖
‖        32 |   5532 |              13666 |   2.515e-02 |            1.0136 ‖
‖        33 |   5546 |              14543 |   2.510e-02 |            0.8808 ‖
‖        34 |   5750 |              15309 |   2.493e-02 |            0.7990 ‖
‖        35 |   5975 |              16040 |   2.480e-02 |            0.7517 ‖
‖        36 |   6218 |              16743 |   2.452e-02 |            0.6627 ‖
‖        37 |   6388 |              17528 |   2.429e-02 |            0.5617 ‖
‖        38 |   6464 |              18378 |   2.411e-02 |            0.5339 ‖
‖        39 |   6630 |              19147 |   2.401e-02 |            0.4847 ‖
‖        40 |   6692 |              20042 |   2.388e-02 |            0.4413 ‖
‖        41 |   6853 |              20862 |   2.377e-02 |            0.4218 ‖
‖        42 |   6931 |              21731 |   2.361e-02 |            0.4012 ‖
‖        43 |   6835 |              22711 |   2.351e-02 |            0.3525 ‖
‖        44 |   6694 |              23755 |   2.346e-02 |            0.3160 ‖
‖        45 |   6634 |              24700 |   2.350e-02 |            0.3049 ‖
‖        46 |   6493 |              25700 |   2.350e-02 |            0.2910 ‖
‖        47 |   6236 |              26804 |   2.365e-02 |            0.2752 ‖
‖        48 |   6058 |              27856 |   2.367e-02 |            0.2294 ‖
‖        49 |   5812 |              28965 |   2.377e-02 |            0.2111 ‖
‖        50 |   5753 |              29907 |   2.386e-02 |            0.1986 ‖
‖        51 |   5775 |              30776 |   2.394e-02 |            0.1838 ‖
‖        52 |   5707 |              31754 |   2.396e-02 |            0.1689 ‖
‖        53 |   5497 |              32888 |   2.388e-02 |            0.1572 ‖
‖        54 |   5452 |              33821 |   2.390e-02 |            0.1488 ‖
‖        55 |   5440 |              34692 |   2.394e-02 |            0.1406 ‖
‖        56 |   5311 |              35690 |   2.392e-02 |            0.1223 ‖
‖        57 |   5096 |              36760 |   2.389e-02 |            0.1105 ‖
‖        58 |   5011 |              37680 |   2.397e-02 |            0.1043 ‖
‖        59 |   4985 |              38558 |   2.399e-02 |            0.0893 ‖
‖        60 |   4967 |              39488 |   2.390e-02 |            0.0790 ‖
‖        61 |   5061 |              40314 |   2.390e-02 |            0.0739 ‖
‖        62 |   5175 |              41127 |   2.381e-02 |            0.0695 ‖
‖        63 |   4996 |              42172 |   2.379e-02 |            0.0639 ‖
‖        64 |   5012 |              43074 |   2.367e-02 |            0.0592 ‖
‖        65 |   4783 |              44163 |   2.372e-02 |            0.0549 ‖
‖        66 |   4641 |              45187 |   2.374e-02 |            0.0457 ‖
‖        67 |   4533 |              46188 |   2.365e-02 |            0.0405 ‖
‖        68 |   4398 |              47187 |   2.361e-02 |            0.0367 ‖
‖        69 |   4258 |              48207 |   2.360e-02 |            0.0331 ‖
‖        70 |   4219 |              49133 |   2.364e-02 |            0.0310 ‖
‖        71 |   4270 |              50006 |   2.352e-02 |            0.0297 ‖
‖        72 |   4139 |              51012 |   2.340e-02 |            0.0272 ‖
‖        73 |   4052 |              51971 |   2.344e-02 |            0.0248 ‖
‖        74 |   3968 |              52962 |   2.332e-02 |            0.0213 ‖
‖        75 |   3800 |              54006 |   2.326e-02 |            0.0183 ‖
‖        76 |   3609 |              55065 |   2.330e-02 |            0.0161 ‖
‖        77 |   3509 |              56053 |   2.326e-02 |            0.0141 ‖
‖        78 |   3491 |              56970 |   2.323e-02 |            0.0134 ‖
‖        79 |   3399 |              57935 |   2.317e-02 |            0.0124 ‖
‖        80 |   3281 |              58933 |   2.305e-02 |            0.0108 ‖
‖        81 |   3080 |              59997 |   2.313e-02 |            0.0090 ‖
‖        82 |   2908 |              61069 |   2.293e-02 |            0.0075 ‖
‖        83 |   2667 |              62166 |   2.299e-02 |            0.0060 ‖
‖        84 |   2545 |              63172 |   2.294e-02 |            0.0053 ‖
‖        85 |   2384 |              64198 |   2.283e-02 |            0.0046 ‖
‖        86 |   2213 |              65237 |   2.270e-02 |            0.0037 ‖
‖        87 |   1915 |              66414 |   2.260e-02 |            0.0028 ‖
‖        88 |   1655 |              67543 |   2.244e-02 |            0.0020 ‖
‖        89 |   1344 |              68727 |   2.229e-02 |            0.0013 ‖
‖        90 |   1014 |              69935 |   2.161e-02 |            0.0007 ‖
‖        91 |    614 |              71176 |   2.009e-02 |            0.0002 ‖
‖        92 |    262 |              71953 |   1.942e-02 |            0.0000 ‖
‖        93 |     81 |              72300 |   1.769e-02 |            0.0000 ‖
‖        94 |     16 |              72408 |   1.781e-02 |            0.0000 ‖
‖        95 |      4 |              72430 |   1.881e-02 |            0.0000 ‖
‖        96 |      0 |              72436 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 8.278 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2796.vnnlib: unsat
--- Verification time: 8.2879 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (365/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3512.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3512.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3512.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.632e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.523e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.437e-02 |           95.4560 ‖
‖         4 |      6 |                  2 |   3.344e-02 |           74.9778 ‖
‖         5 |     10 |                  4 |   3.088e-02 |           55.5552 ‖
‖         6 |     13 |                 10 |   3.188e-02 |           36.2587 ‖
‖         7 |     17 |                 19 |   3.101e-02 |           22.2297 ‖
‖         8 |     19 |                 32 |   3.101e-02 |           14.2152 ‖
‖         9 |     24 |                 46 |   2.990e-02 |            7.4384 ‖
‖        10 |     22 |                 70 |   2.757e-02 |            3.3446 ‖
‖        11 |     20 |                 92 |   2.845e-02 |            1.6265 ‖
‖        12 |     10 |                120 |   2.363e-02 |            0.2543 ‖
‖        13 |      4 |                132 |   2.595e-02 |            0.0676 ‖
‖        14 |      2 |                137 |   2.502e-02 |            0.0032 ‖
‖        15 |      0 |                140 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.359 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3512.vnnlib: unsat
--- Verification time: 0.3692 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (366/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_440.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_440.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_440.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.990e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.940e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   2.915e-02 |           99.7527 ‖
‖         4 |      7 |                  1 |   2.785e-02 |           75.0515 ‖
‖         5 |     11 |                  3 |   2.776e-02 |           67.6346 ‖
‖         6 |     17 |                  8 |   2.668e-02 |           47.6352 ‖
‖         7 |     25 |                 17 |   2.563e-02 |           32.7092 ‖
‖         8 |     35 |                 30 |   2.457e-02 |           22.2526 ‖
‖         9 |     46 |                 50 |   2.410e-02 |           14.2648 ‖
‖        10 |     58 |                 80 |   2.352e-02 |            8.9628 ‖
‖        11 |     68 |                119 |   2.247e-02 |            4.5486 ‖
‖        12 |     62 |                177 |   2.214e-02 |            2.4235 ‖
‖        13 |     65 |                226 |   2.228e-02 |            1.3038 ‖
‖        14 |     59 |                292 |   2.119e-02 |            0.4951 ‖
‖        15 |     48 |                352 |   2.028e-02 |            0.2075 ‖
‖        16 |     41 |                399 |   1.897e-02 |            0.0692 ‖
‖        17 |     25 |                443 |   1.993e-02 |            0.0266 ‖
‖        18 |     15 |                475 |   1.807e-02 |            0.0064 ‖
‖        19 |      8 |                493 |   1.932e-02 |            0.0017 ‖
‖        20 |      5 |                503 |   1.557e-02 |            0.0002 ‖
‖        21 |      2 |                509 |   1.540e-02 |            0.0001 ‖
‖        22 |      1 |                511 |   1.911e-02 |            0.0000 ‖
‖        23 |      1 |                512 |   1.873e-02 |            0.0000 ‖
‖        24 |      1 |                513 |   1.542e-02 |            0.0000 ‖
‖        25 |      0 |                514 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.686 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_440.vnnlib: unsat
--- Verification time: 0.6955 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (367/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_619.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_619.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_619.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.438e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_619.vnnlib: sat
--- Verification time: 0.0186 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (368/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2552.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2552.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2552.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.554e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2552.vnnlib: sat
--- Verification time: 0.0209 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (369/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_32.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_32.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_32.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.260e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.201e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.074e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.044e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.957e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.871e-02 |          100.0001 ‖
‖         7 |     63 |                  1 |   3.760e-02 |           96.8753 ‖
‖         8 |    123 |                  3 |   3.694e-02 |           95.2141 ‖
‖         9 |    227 |                 22 |   3.619e-02 |           87.0174 ‖
‖        10 |    415 |                 59 |   3.528e-02 |           76.7546 ‖
‖        11 |    727 |                143 |   3.504e-02 |           68.2001 ‖
‖        12 |   1247 |                333 |   3.441e-02 |           58.2034 ‖
‖        13 |   1853 |                717 |   3.370e-02 |           48.1227 ‖
‖        14 |   2502 |               1054 |   3.325e-02 |           43.3780 ‖
‖        15 |   3244 |               1306 |   3.282e-02 |           39.6892 ‖
‖        16 |   3979 |               1533 |   3.275e-02 |           38.3447 ‖
‖        17 |   4792 |               1715 |   3.246e-02 |           35.8711 ‖
‖        18 |   5722 |               1783 |   3.228e-02 |           35.5065 ‖
‖        19 |   6312 |               2186 |   3.190e-02 |           32.7014 ‖
‖        20 |   7236 |               2264 |   3.168e-02 |           32.3064 ‖
‖        21 |   8001 |               2487 |   3.146e-02 |           31.3606 ‖
‖        22 |   8948 |               2558 |   3.124e-02 |           31.0424 ‖
‖        23 |   9672 |               2832 |   3.102e-02 |           30.3569 ‖
‖        24 |  10122 |               3384 |   3.081e-02 |           28.0473 ‖
‖        25 |  10631 |               3845 |   3.070e-02 |           27.5956 ‖
‖        26 |  11086 |               4374 |   3.061e-02 |           27.1469 ‖
‖        27 |  11493 |               4962 |   3.066e-02 |           26.9417 ‖
‖        28 |  11979 |               5463 |   3.065e-02 |           26.9072 ‖
‖        29 |  11987 |               6395 |   3.064e-02 |           25.5820 ‖
‖        30 |  12437 |               6903 |   3.056e-02 |           25.2243 ‖
‖        31 |  12948 |               7379 |   3.044e-02 |           24.5493 ‖
‖        32 |  13531 |               7800 |   3.034e-02 |           24.3072 ‖
‖        33 |  14018 |               8322 |   3.023e-02 |           24.2732 ‖
‖        34 |  14323 |               8972 |   3.012e-02 |           23.2834 ‖
‖        35 |  14767 |               9523 |   3.005e-02 |           23.2205 ‖
‖        36 |  15012 |              10244 |   2.999e-02 |           22.8616 ‖
‖        37 |  15402 |              10846 |   2.996e-02 |           22.1690 ‖
‖        38 |  15603 |              11600 |   2.991e-02 |           22.0793 ‖
‖        39 |  15745 |              12404 |   2.988e-02 |           21.7249 ‖
‖        40 |  16064 |              13070 |   2.983e-02 |           21.6313 ‖
‖        41 |  16319 |              13754 |   2.983e-02 |           21.4775 ‖
‖        42 |  16368 |              14687 |   2.976e-02 |           20.0954 ‖
‖        43 |  16409 |              15577 |   2.975e-02 |           19.4711 ‖
‖        44 |  16610 |              16326 |   2.973e-02 |           19.1892 ‖
‖        45 |  16752 |              17136 |   2.971e-02 |           19.0232 ‖
‖        46 |  16957 |              17903 |   2.969e-02 |           18.5693 ‖
‖        47 |  17401 |              18435 |   2.966e-02 |           18.3343 ‖
‖        48 |  17821 |              19010 |   2.963e-02 |           17.8873 ‖
‖        49 |  18278 |              19543 |   2.960e-02 |           17.6665 ‖
‖        50 |  18559 |              20244 |   2.955e-02 |           17.5924 ‖
‖        51 |  18521 |              21210 |   2.951e-02 |           17.0438 ‖
‖        52 |  18503 |              22172 |   2.945e-02 |           16.7088 ‖
‖        53 |  18590 |              23040 |   2.939e-02 |           16.6579 ‖
‖        54 |  18496 |              24068 |   2.936e-02 |           16.2465 ‖
‖        55 |  18508 |              24980 |   2.933e-02 |           16.0796 ‖
‖        56 |  18470 |              25981 |   2.930e-02 |           15.9346 ‖
‖        57 |  18498 |              26898 |   2.929e-02 |           15.6989 ‖
‖        58 |  18590 |              27730 |   2.930e-02 |           15.5639 ‖
‖        59 |  18753 |              28533 |   2.927e-02 |           15.4585 ‖
‖        60 |  18705 |              29531 |   2.922e-02 |           14.8678 ‖
‖        61 |  18566 |              30588 |   2.920e-02 |           14.5845 ‖
‖        62 |  18453 |              31651 |   2.919e-02 |           14.4134 ‖
‖        63 |  18621 |              32410 |   2.921e-02 |           14.1962 ‖
‖        64 |  18712 |              33255 |   2.920e-02 |           13.9121 ‖
‖        65 |  18797 |              34131 |   2.916e-02 |           13.3756 ‖
‖        66 |  18842 |              35065 |   2.913e-02 |           12.8056 ‖
‖        67 |  18735 |              36087 |   2.913e-02 |           12.5460 ‖
‖        68 |  18582 |              37179 |   2.913e-02 |           12.2871 ‖
‖        69 |  18515 |              38162 |   2.912e-02 |           12.1416 ‖
‖        70 |  18554 |              39082 |   2.910e-02 |           11.9900 ‖
‖        71 |  18573 |              40013 |   2.909e-02 |           11.8319 ‖
‖        72 |  18813 |              40711 |   2.906e-02 |           11.6733 ‖
‖        73 |  18749 |              41684 |   2.902e-02 |           10.9940 ‖
‖        74 |  18533 |              42847 |   2.897e-02 |           10.5424 ‖
‖        75 |  18320 |              43973 |   2.895e-02 |           10.1908 ‖
‖        76 |  18132 |              45101 |   2.891e-02 |            9.9805 ‖
‖        77 |  17982 |              46194 |   2.889e-02 |            9.7952 ‖
‖        78 |  17969 |              47179 |   2.883e-02 |            9.4705 ‖
‖        79 |  17745 |              48317 |   2.880e-02 |            9.1886 ‖
‖        80 |  17680 |              49336 |   2.876e-02 |            9.0416 ‖
‖        81 |  17647 |              50334 |   2.869e-02 |            8.7284 ‖
‖        82 |  17593 |              51300 |   2.869e-02 |            8.4717 ‖
‖        83 |  17642 |              52221 |   2.865e-02 |            8.1549 ‖
‖        84 |  17650 |              53154 |   2.863e-02 |            7.9305 ‖
‖        85 |  17768 |              53987 |   2.859e-02 |            7.7811 ‖
‖        86 |  17482 |              55163 |   2.857e-02 |            7.5681 ‖
‖        87 |  17130 |              56444 |   2.852e-02 |            7.3681 ‖
‖        88 |  16696 |              57756 |   2.853e-02 |            7.3004 ‖
‖        89 |  16276 |              59070 |   2.851e-02 |            7.1142 ‖
‖        90 |  15811 |              60434 |   2.850e-02 |            6.9153 ‖
‖        91 |  15325 |              61799 |   2.851e-02 |            6.7293 ‖
‖        92 |  14913 |              63088 |   2.850e-02 |            6.5101 ‖
‖        93 |  14506 |              64438 |   2.844e-02 |            6.3019 ‖
‖        94 |  14129 |              65746 |   2.841e-02 |            6.1247 ‖
‖        95 |  13796 |              66988 |   2.835e-02 |            5.8585 ‖
‖        96 |  13303 |              68379 |   2.830e-02 |            5.5748 ‖
‖        97 |  12872 |              69689 |   2.829e-02 |            5.3807 ‖
‖        98 |  12504 |              70949 |   2.826e-02 |            5.1406 ‖
‖        99 |  12310 |              72096 |   2.818e-02 |            4.8145 ‖
‖       100 |  11922 |              73400 |   2.810e-02 |            4.5627 ‖
‖       101 |  11529 |              74684 |   2.804e-02 |            4.2379 ‖
‖       102 |  11183 |              75925 |   2.798e-02 |            3.7799 ‖
‖       103 |  10803 |              77210 |   2.790e-02 |            3.4102 ‖
‖       104 |  10328 |              78610 |   2.778e-02 |            3.1819 ‖
‖       105 |   9779 |              80048 |   2.772e-02 |            3.0225 ‖
‖       106 |   9254 |              81437 |   2.772e-02 |            2.9066 ‖
‖       107 |   8771 |              82825 |   2.763e-02 |            2.7741 ‖
‖       108 |   8344 |              84123 |   2.757e-02 |            2.6284 ‖
‖       109 |   7842 |              85459 |   2.749e-02 |            2.3668 ‖
‖       110 |   7251 |              86894 |   2.744e-02 |            2.1410 ‖
‖       111 |   6565 |              88398 |   2.741e-02 |            1.9978 ‖
‖       112 |   5990 |              89772 |   2.749e-02 |            1.7850 ‖
‖       113 |   5345 |              91249 |   2.744e-02 |            1.5653 ‖
‖       114 |   4680 |              92712 |   2.735e-02 |            1.3865 ‖
‖       115 |   4155 |              94046 |   2.732e-02 |            1.2002 ‖
‖       116 |   3648 |              95416 |   2.709e-02 |            0.9513 ‖
‖       117 |   3145 |              96782 |   2.680e-02 |            0.7236 ‖
‖       118 |   2618 |              98186 |   2.630e-02 |            0.5208 ‖
‖       119 |   2060 |              99630 |   2.571e-02 |            0.3597 ‖
‖       120 |   1363 |             101069 |   2.566e-02 |            0.2497 ‖
‖       121 |    674 |             102479 |   2.590e-02 |            0.1015 ‖
‖       122 |    146 |             103471 |   2.610e-02 |            0.0119 ‖
‖       123 |     32 |             103682 |   2.400e-02 |            0.0009 ‖
‖       124 |      3 |             103728 |   2.108e-02 |            0.0000 ‖
‖       125 |      0 |             103731 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 11.461 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_32.vnnlib: unsat
--- Verification time: 11.4717 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (370/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6884.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6884.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6884.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.264e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.080e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.988e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   5.842e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   5.627e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   5.476e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   5.311e-02 |          100.0001 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.114 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6884.vnnlib: sat
--- Verification time: 0.1240 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (371/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1930.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1930.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1930.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.444e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.279e-02 |           86.4182 ‖
‖         3 |      4 |                  0 |   4.022e-02 |           65.4289 ‖
‖         4 |      6 |                  1 |   4.186e-02 |           65.4247 ‖
‖         5 |     12 |                  1 |   4.005e-02 |           61.4439 ‖
‖         6 |     20 |                  4 |   4.017e-02 |           56.8001 ‖
‖         7 |     36 |                  8 |   3.879e-02 |           51.3689 ‖
‖         8 |     62 |                 16 |   3.813e-02 |           46.4534 ‖
‖         9 |    113 |                 26 |   3.825e-02 |           43.3669 ‖
‖        10 |    210 |                 42 |   3.734e-02 |           39.0547 ‖
‖        11 |    363 |                 93 |   3.673e-02 |           34.0160 ‖
‖        12 |    610 |                200 |   3.595e-02 |           28.1936 ‖
‖        13 |   1027 |                375 |   3.505e-02 |           23.6639 ‖
‖        14 |   1744 |                649 |   3.439e-02 |           19.9028 ‖
‖        15 |   2296 |               1070 |   3.387e-02 |           17.1039 ‖
‖        16 |   3185 |               1185 |   3.359e-02 |           16.3639 ‖
‖        17 |   3787 |               1551 |   3.342e-02 |           15.3455 ‖
‖        18 |   4554 |               1779 |   3.312e-02 |           14.7320 ‖
‖        19 |   5388 |               1958 |   3.281e-02 |           14.0687 ‖
‖        20 |   6213 |               2151 |   3.252e-02 |           13.3458 ‖
‖        21 |   7200 |               2180 |   3.226e-02 |           13.2879 ‖
‖        22 |   7867 |               2496 |   3.199e-02 |           12.9318 ‖
‖        23 |   8600 |               2775 |   3.185e-02 |           12.8658 ‖
‖        24 |   8940 |               3439 |   3.166e-02 |           12.5008 ‖
‖        25 |   9425 |               3940 |   3.161e-02 |           12.2608 ‖
‖        26 |  10146 |               4201 |   3.152e-02 |           12.2089 ‖
‖        27 |  10649 |               4685 |   3.138e-02 |           11.7331 ‖
‖        28 |  11342 |               5008 |   3.130e-02 |           11.7009 ‖
‖        29 |  11746 |               5584 |   3.117e-02 |           11.5742 ‖
‖        30 |  11982 |               6355 |   3.101e-02 |           10.8020 ‖
‖        31 |  12254 |               7034 |   3.087e-02 |           10.4785 ‖
‖        32 |  12683 |               7603 |   3.070e-02 |           10.4331 ‖
‖        33 |  13050 |               8215 |   3.065e-02 |           10.1918 ‖
‖        34 |  13558 |               8713 |   3.063e-02 |           10.0695 ‖
‖        35 |  14124 |               9150 |   3.056e-02 |            9.9612 ‖
‖        36 |  14624 |               9651 |   3.044e-02 |            9.6319 ‖
‖        37 |  14868 |              10378 |   3.039e-02 |            9.5451 ‖
‖        38 |  15302 |              10928 |   3.039e-02 |            9.2805 ‖
‖        39 |  15833 |              11376 |   3.037e-02 |            9.1516 ‖
‖        40 |  16161 |              12024 |   3.030e-02 |            9.0149 ‖
‖        41 |  16291 |              12839 |   3.025e-02 |            8.8377 ‖
‖        42 |  16357 |              13771 |   3.014e-02 |            8.4195 ‖
‖        43 |  16500 |              14582 |   3.009e-02 |            8.2274 ‖
‖        44 |  16634 |              15420 |   3.003e-02 |            8.0339 ‖
‖        45 |  16790 |              16227 |   2.995e-02 |            7.9083 ‖
‖        46 |  17057 |              16943 |   2.987e-02 |            7.8475 ‖
‖        47 |  17083 |              17843 |   2.982e-02 |            7.6156 ‖
‖        48 |  17316 |              18582 |   2.975e-02 |            7.4055 ‖
‖        49 |  17704 |              19172 |   2.973e-02 |            7.2171 ‖
‖        50 |  18024 |              19838 |   2.969e-02 |            7.0861 ‖
‖        51 |  18271 |              20564 |   2.962e-02 |            6.9509 ‖
‖        52 |  18091 |              21686 |   2.954e-02 |            6.7105 ‖
‖        53 |  18004 |              22705 |   2.949e-02 |            6.4842 ‖
‖        54 |  17936 |              23676 |   2.945e-02 |            6.1406 ‖
‖        55 |  17958 |              24614 |   2.938e-02 |            5.9850 ‖
‖        56 |  18176 |              25333 |   2.934e-02 |            5.9062 ‖
‖        57 |  18402 |              26059 |   2.926e-02 |            5.7677 ‖
‖        58 |  18631 |              26777 |   2.920e-02 |            5.5822 ‖
‖        59 |  18680 |              27691 |   2.910e-02 |            5.3737 ‖
‖        60 |  18706 |              28611 |   2.906e-02 |            5.2094 ‖
‖        61 |  18717 |              29570 |   2.901e-02 |            5.1337 ‖
‖        62 |  18533 |              30649 |   2.898e-02 |            5.0210 ‖
‖        63 |  18437 |              31658 |   2.893e-02 |            4.8569 ‖
‖        64 |  18513 |              32527 |   2.889e-02 |            4.6632 ‖
‖        65 |  18528 |              33445 |   2.882e-02 |            4.5462 ‖
‖        66 |  18460 |              34452 |   2.877e-02 |            4.2388 ‖
‖        67 |  18526 |              35348 |   2.874e-02 |            3.9386 ‖
‖        68 |  18487 |              36324 |   2.868e-02 |            3.7184 ‖
‖        69 |  18328 |              37449 |   2.859e-02 |            3.5407 ‖
‖        70 |  18345 |              38402 |   2.850e-02 |            3.4550 ‖
‖        71 |  18469 |              39171 |   2.851e-02 |            3.3903 ‖
‖        72 |  18582 |              39967 |   2.853e-02 |            3.3124 ‖
‖        73 |  18561 |              40894 |   2.851e-02 |            3.1393 ‖
‖        74 |  18674 |              41734 |   2.844e-02 |            3.0549 ‖
‖        75 |  18678 |              42611 |   2.843e-02 |            3.0003 ‖
‖        76 |  18479 |              43748 |   2.838e-02 |            2.8779 ‖
‖        77 |  18289 |              44827 |   2.836e-02 |            2.8042 ‖
‖        78 |  18164 |              45874 |   2.834e-02 |            2.7670 ‖
‖        79 |  18126 |              46805 |   2.835e-02 |            2.6998 ‖
‖        80 |  17984 |              47855 |   2.833e-02 |            2.6509 ‖
‖        81 |  17961 |              48807 |   2.828e-02 |            2.6178 ‖
‖        82 |  17905 |              49770 |   2.825e-02 |            2.5103 ‖
‖        83 |  17839 |              50754 |   2.819e-02 |            2.3609 ‖
‖        84 |  17687 |              51843 |   2.811e-02 |            2.2633 ‖
‖        85 |  17434 |              53004 |   2.807e-02 |            2.1923 ‖
‖        86 |  17231 |              54077 |   2.807e-02 |            2.1446 ‖
‖        87 |  17007 |              55207 |   2.803e-02 |            2.1129 ‖
‖        88 |  16667 |              56441 |   2.799e-02 |            2.0770 ‖
‖        89 |  16295 |              57681 |   2.799e-02 |            2.0381 ‖
‖        90 |  15982 |              58869 |   2.797e-02 |            1.9865 ‖
‖        91 |  15701 |              60021 |   2.795e-02 |            1.9587 ‖
‖        92 |  15338 |              61307 |   2.791e-02 |            1.9353 ‖
‖        93 |  15059 |              62468 |   2.789e-02 |            1.8869 ‖
‖        94 |  14732 |              63646 |   2.792e-02 |            1.8408 ‖
‖        95 |  14523 |              64759 |   2.787e-02 |            1.7631 ‖
‖        96 |  14308 |              65836 |   2.790e-02 |            1.7204 ‖
‖        97 |  14229 |              66800 |   2.792e-02 |            1.6785 ‖
‖        98 |  14207 |              67712 |   2.795e-02 |            1.6535 ‖
‖        99 |  14114 |              68704 |   2.795e-02 |            1.5947 ‖
‖       100 |  13993 |              69725 |   2.796e-02 |            1.5678 ‖
‖       101 |  13664 |              70925 |   2.795e-02 |            1.4863 ‖
‖       102 |  13279 |              72179 |   2.792e-02 |            1.3426 ‖
‖       103 |  12948 |              73397 |   2.790e-02 |            1.2446 ‖
‖       104 |  12491 |              74640 |   2.795e-02 |            1.1889 ‖
‖       105 |  12291 |              75758 |   2.790e-02 |            1.1394 ‖
‖       106 |  12214 |              76762 |   2.785e-02 |            1.1032 ‖
‖       107 |  12028 |              77865 |   2.780e-02 |            1.0731 ‖
‖       108 |  11824 |              78971 |   2.774e-02 |            1.0415 ‖
‖       109 |  11514 |              80166 |   2.772e-02 |            0.9980 ‖
‖       110 |  11070 |              81509 |   2.766e-02 |            0.9664 ‖
‖       111 |  10656 |              82790 |   2.764e-02 |            0.9243 ‖
‖       112 |  10344 |              83972 |   2.762e-02 |            0.8831 ‖
‖       113 |  10138 |              85083 |   2.759e-02 |            0.8308 ‖
‖       114 |   9819 |              86300 |   2.760e-02 |            0.7971 ‖
‖       115 |   9448 |              87589 |   2.754e-02 |            0.7717 ‖
‖       116 |   9026 |              88885 |   2.752e-02 |            0.7422 ‖
‖       117 |   8519 |              90253 |   2.749e-02 |            0.6962 ‖
‖       118 |   7985 |              91627 |   2.751e-02 |            0.6608 ‖
‖       119 |   7349 |              93117 |   2.752e-02 |            0.6302 ‖
‖       120 |   6659 |              94608 |   2.766e-02 |            0.5823 ‖
‖       121 |   6095 |              95951 |   2.795e-02 |            0.5397 ‖
‖       122 |   5611 |              97330 |   2.788e-02 |            0.4738 ‖
‖       123 |   5189 |              98635 |   2.782e-02 |            0.4206 ‖
‖       124 |   4939 |              99788 |   2.772e-02 |            0.3866 ‖
‖       125 |   4723 |             100933 |   2.762e-02 |            0.3496 ‖
‖       126 |   4445 |             102129 |   2.743e-02 |            0.3185 ‖
‖       127 |   4051 |             103376 |   2.752e-02 |            0.2619 ‖
‖       128 |   3562 |             104752 |   2.733e-02 |            0.2222 ‖
‖       129 |   3058 |             106153 |   2.708e-02 |            0.1923 ‖
‖       130 |   2481 |             107609 |   2.684e-02 |            0.1687 ‖
‖       131 |   1870 |             109005 |   2.753e-02 |            0.1291 ‖
‖       132 |   1387 |             110344 |   2.775e-02 |            0.0687 ‖
‖       133 |    840 |             111785 |   2.741e-02 |            0.0311 ‖
‖       134 |    351 |             112987 |   2.674e-02 |            0.0078 ‖
‖       135 |     84 |             113525 |   2.636e-02 |            0.0012 ‖
‖       136 |     13 |             113652 |   2.050e-02 |            0.0001 ‖
‖       137 |      1 |             113669 |   1.048e-02 |            0.0000 ‖
‖       138 |      0 |             113670 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 12.665 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1930.vnnlib: unsat
--- Verification time: 12.6756 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (372/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7284.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7284.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7284.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.624e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7284.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (373/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1944.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1944.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1944.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.772e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1944.vnnlib: sat
--- Verification time: 0.0160 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (374/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1033.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1033.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1033.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.454e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.291e-02 |           99.3273 ‖
‖         3 |      3 |                  1 |   3.205e-02 |           70.6771 ‖
‖         4 |      5 |                  2 |   3.144e-02 |           58.7553 ‖
‖         5 |      8 |                  4 |   3.050e-02 |           47.0879 ‖
‖         6 |     12 |                  8 |   2.982e-02 |           34.4654 ‖
‖         7 |     17 |                 15 |   2.770e-02 |           21.3759 ‖
‖         8 |     20 |                 26 |   2.783e-02 |           12.4664 ‖
‖         9 |     27 |                 37 |   2.696e-02 |            9.2723 ‖
‖        10 |     34 |                 56 |   2.580e-02 |            5.1861 ‖
‖        11 |     38 |                 81 |   2.590e-02 |            3.1907 ‖
‖        12 |     38 |                117 |   2.404e-02 |            1.4846 ‖
‖        13 |     31 |                156 |   2.397e-02 |            0.6015 ‖
‖        14 |     23 |                191 |   2.310e-02 |            0.2138 ‖
‖        15 |     18 |                214 |   2.336e-02 |            0.0875 ‖
‖        16 |     12 |                235 |   1.836e-02 |            0.0213 ‖
‖        17 |      5 |                249 |   1.964e-02 |            0.0047 ‖
‖        18 |      1 |                257 |   2.176e-02 |            0.0005 ‖
‖        19 |      0 |                259 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.484 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1033.vnnlib: unsat
--- Verification time: 0.4941 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (375/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6589.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6589.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6589.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.509e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.315e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.181e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.087e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   2.971e-02 |           93.8129 ‖
‖         6 |     29 |                  2 |   2.895e-02 |           87.4481 ‖
‖         7 |     49 |                 10 |   2.826e-02 |           74.4304 ‖
‖         8 |     85 |                 22 |   2.757e-02 |           63.2224 ‖
‖         9 |    131 |                 59 |   2.661e-02 |           48.4692 ‖
‖        10 |    200 |                117 |   2.533e-02 |           34.7470 ‖
‖        11 |    303 |                200 |   2.527e-02 |           28.3560 ‖
‖        12 |    471 |                329 |   2.452e-02 |           21.0613 ‖
‖        13 |    643 |                598 |   2.397e-02 |           14.2443 ‖
‖        14 |    834 |               1004 |   2.343e-02 |            9.0348 ‖
‖        15 |   1001 |               1598 |   2.273e-02 |            5.2755 ‖
‖        16 |   1122 |               2375 |   2.220e-02 |            2.8914 ‖
‖        17 |   1168 |               3235 |   2.166e-02 |            1.5905 ‖
‖        18 |   1081 |               4206 |   2.115e-02 |            0.8003 ‖
‖        19 |    956 |               5216 |   2.063e-02 |            0.3454 ‖
‖        20 |    858 |               6142 |   2.037e-02 |            0.1478 ‖
‖        21 |    745 |               7007 |   2.000e-02 |            0.0602 ‖
‖        22 |    463 |               7945 |   1.889e-02 |            0.0164 ‖
‖        23 |    217 |               8575 |   1.781e-02 |            0.0035 ‖
‖        24 |    117 |               8841 |   1.774e-02 |            0.0010 ‖
‖        25 |     77 |               8977 |   1.797e-02 |            0.0005 ‖
‖        26 |     54 |               9066 |   1.701e-02 |            0.0000 ‖
‖        27 |     31 |               9133 |   1.728e-02 |            0.0000 ‖
‖        28 |     16 |               9173 |   1.786e-02 |            0.0000 ‖
‖        29 |      6 |               9197 |   1.714e-02 |            0.0000 ‖
‖        30 |      4 |               9204 |   1.602e-02 |            0.0000 ‖
‖        31 |      0 |               9211 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.687 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6589.vnnlib: unsat
--- Verification time: 1.6974 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (376/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1198.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1198.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1198.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.722e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1198.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (377/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2623.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2623.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2623.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.010e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2623.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (378/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_360.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_360.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_360.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.762e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_360.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (379/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_851.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_851.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_851.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.556e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_851.vnnlib: unsat
--- Verification time: 0.0309 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (380/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_85.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_85.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_85.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.310e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_85.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (381/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4181.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4181.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4181.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.003e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.928e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.862e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.778e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.686e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.586e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.492e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.405e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.350e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.207e-02 |           99.9999 ‖
‖        11 |   1022 |                  2 |   3.132e-02 |           99.8040 ‖
‖        12 |   2023 |                 23 |   3.068e-02 |           98.0990 ‖
‖        13 |   2958 |                110 |   3.030e-02 |           95.5774 ‖
‖        14 |   3966 |                122 |   3.007e-02 |           95.2893 ‖
‖        15 |   4952 |                152 |   2.988e-02 |           94.9856 ‖
‖        16 |   5838 |                289 |   2.963e-02 |           93.0255 ‖
‖        17 |   6794 |                350 |   2.941e-02 |           92.2803 ‖
‖        18 |   7804 |                363 |   2.921e-02 |           92.0791 ‖
‖        19 |   8801 |                390 |   2.903e-02 |           91.6908 ‖
‖        20 |   9818 |                397 |   2.885e-02 |           91.5958 ‖
‖        21 |  10815 |                421 |   2.867e-02 |           91.4371 ‖
‖        22 |  11836 |                423 |   2.852e-02 |           91.4145 ‖
‖        23 |  12860 |                423 |   2.835e-02 |           91.4154 ‖
‖        24 |  13772 |                533 |   2.816e-02 |           90.5939 ‖
‖        25 |  14619 |                705 |   2.797e-02 |           89.3578 ‖
‖        26 |  15541 |                785 |   2.778e-02 |           88.9599 ‖
‖        27 |  16459 |                889 |   2.759e-02 |           88.2267 ‖
‖        28 |  17384 |                984 |   2.744e-02 |           87.5303 ‖
‖        29 |  18398 |                989 |   2.726e-02 |           87.5263 ‖
‖        30 |  19373 |               1035 |   2.711e-02 |           87.1575 ‖
‖        31 |  20397 |               1035 |   2.698e-02 |           87.1572 ‖
‖        32 |  21421 |               1035 |   2.682e-02 |           87.1573 ‖
‖        33 |  22363 |               1116 |   2.668e-02 |           86.4993 ‖
‖        34 |  23323 |               1180 |   2.655e-02 |           86.0245 ‖
‖        35 |  24332 |               1191 |   2.639e-02 |           85.9716 ‖
‖        36 |  25321 |               1226 |   2.627e-02 |           85.7008 ‖
‖        37 |  26340 |               1231 |   2.615e-02 |           85.6517 ‖
‖        38 |  27364 |               1231 |   2.600e-02 |           85.6521 ‖
‖        39 |  28352 |               1262 |   2.588e-02 |           85.5160 ‖
‖        40 |  29376 |               1262 |   2.578e-02 |           85.5162 ‖
‖        41 |  30400 |               1262 |   2.562e-02 |           85.5158 ‖
‖        42 |  31406 |               1280 |   2.552e-02 |           85.3742 ‖
‖        43 |  32423 |               1287 |   2.542e-02 |           85.3431 ‖
‖        44 |  33428 |               1305 |   2.527e-02 |           85.3437 ‖
‖        45 |  34413 |               1338 |   2.517e-02 |           85.3305 ‖
‖        46 |  35320 |               1448 |   2.509e-02 |           85.3296 ‖
‖        47 |  36189 |               1589 |   2.497e-02 |           85.3297 ‖
‖        48 |  36800 |               1960 |   2.488e-02 |           84.6777 ‖
‖        49 |  37516 |               2236 |   2.484e-02 |           84.6777 ‖
‖        50 |  38111 |               2619 |   2.478e-02 |           84.5357 ‖
‖        51 |  38495 |               3222 |   2.475e-02 |           83.6958 ‖
‖        52 |  38928 |               3742 |   2.474e-02 |           83.4769 ‖
‖        53 |  39383 |               4259 |   2.472e-02 |           83.1672 ‖
‖        54 |  39859 |               4748 |   2.474e-02 |           83.1255 ‖
‖        55 |  40346 |               5243 |   2.474e-02 |           83.1261 ‖
‖        56 |  40704 |               5870 |   2.475e-02 |           82.6503 ‖
‖        57 |  41171 |               6373 |   2.479e-02 |           82.5081 ‖
‖        58 |  41786 |               6733 |   2.477e-02 |           82.5078 ‖
‖        59 |  42378 |               7130 |   2.478e-02 |           82.0388 ‖
‖        60 |  43065 |               7438 |   2.479e-02 |           81.6543 ‖
‖        61 |  43994 |               7513 |   2.471e-02 |           81.6547 ‖
‖        62 |  44969 |               7559 |   2.469e-02 |           81.6276 ‖
‖        63 |  45940 |               7607 |   2.465e-02 |           81.6276 ‖
‖        64 |  46879 |               7685 |   2.456e-02 |           81.5764 ‖
‖        65 |  47775 |               7806 |   2.453e-02 |           81.2182 ‖
‖        66 |  48756 |               7835 |   2.448e-02 |           81.2183 ‖
‖        67 |  49774 |               7841 |   2.439e-02 |           81.2183 ‖
‖        68 |  50782 |               7857 |   2.437e-02 |           81.2093 ‖
‖        69 |  51779 |               7884 |   2.433e-02 |           81.2091 ‖
‖        70 |  52742 |               7936 |   2.424e-02 |           81.2092 ‖
‖        71 |  53654 |               8038 |   2.421e-02 |           81.2091 ‖
‖        72 |  54488 |               8216 |   2.417e-02 |           81.2091 ‖
‖        73 |  55209 |               8501 |   2.410e-02 |           81.0757 ‖
‖        74 |  55639 |               9066 |   2.410e-02 |           80.4010 ‖
‖        75 |  56117 |               9545 |   2.409e-02 |           80.3794 ‖
‖        76 |  56753 |               9906 |   2.406e-02 |           80.2807 ‖
‖        77 |  57449 |              10216 |   2.405e-02 |           79.7238 ‖
‖        78 |  58335 |              10332 |   2.401e-02 |           79.6131 ‖
‖        79 |  59283 |              10402 |   2.395e-02 |           79.4436 ‖
‖        80 |  60305 |              10404 |   2.391e-02 |           79.4435 ‖
‖        81 |  61329 |              10404 |   2.386e-02 |           79.4435 ‖
‖        82 |  62296 |              10461 |   2.380e-02 |           79.2321 ‖
‖        83 |  63193 |              10583 |   2.377e-02 |           78.8463 ‖
‖        84 |  64159 |              10635 |   2.370e-02 |           78.8439 ‖
‖        85 |  65023 |              10781 |   2.366e-02 |           78.7436 ‖
‖        86 |  65786 |              11031 |   2.365e-02 |           78.6544 ‖
‖        87 |  66497 |              11310 |   2.361e-02 |           78.6520 ‖
‖        88 |  67237 |              11564 |   2.358e-02 |           78.6519 ‖
‖        89 |  68135 |              11683 |   2.356e-02 |           78.6514 ‖
‖        90 |  69065 |              11773 |   2.349e-02 |           78.6511 ‖
‖        91 |  69965 |              11890 |   2.345e-02 |           78.5007 ‖
‖        92 |  70929 |              11939 |   2.343e-02 |           78.4615 ‖
‖        93 |  71887 |              12002 |   2.337e-02 |           78.4613 ‖
‖        94 |  72811 |              12101 |   2.333e-02 |           78.4612 ‖
‖        95 |  73708 |              12221 |   2.332e-02 |           78.4609 ‖
‖        96 |  74599 |              12339 |   2.326e-02 |           78.4607 ‖
‖        97 |  75476 |              12467 |   2.322e-02 |           78.4607 ‖
‖        98 |  76347 |              12613 |   2.319e-02 |           78.4610 ‖
‖        99 |  77192 |              12775 |   2.314e-02 |           78.4611 ‖
‖       100 |  77979 |              12992 |   2.311e-02 |           78.3352 ‖
‖       101 |  78808 |              13175 |   2.310e-02 |           78.1465 ‖
‖       102 |  79550 |              13433 |   2.305e-02 |           78.1452 ‖
‖       103 |  80246 |              13732 |   2.303e-02 |           78.0449 ‖
‖       104 |  80970 |              14002 |   2.304e-02 |           77.9591 ‖
‖       105 |  81659 |              14305 |   2.300e-02 |           77.9587 ‖
‖       106 |  82447 |              14512 |   2.296e-02 |           77.9587 ‖
‖       107 |  83294 |              14673 |   2.293e-02 |           77.9588 ‖
‖       108 |  84047 |              14924 |   2.288e-02 |           77.9589 ‖
‖       109 |  84716 |              15242 |   2.287e-02 |           77.8935 ‖
‖       110 |  85343 |              15592 |   2.289e-02 |           77.8725 ‖
‖       111 |  85806 |              16109 |   2.285e-02 |           77.8725 ‖
‖       112 |  86314 |              16559 |   2.287e-02 |           77.8728 ‖
‖       113 |  87005 |              16842 |   2.287e-02 |           77.8730 ‖
‖       114 |  87322 |              17495 |   2.285e-02 |           77.8730 ‖
‖       115 |  87587 |              18160 |   2.285e-02 |           77.8729 ‖
‖       116 |  88011 |              18673 |   2.285e-02 |           77.8725 ‖
‖       117 |  88242 |              19390 |   2.286e-02 |           77.5675 ‖
‖       118 |  88687 |              19866 |   2.288e-02 |           77.5417 ‖
‖       119 |  89045 |              20480 |   2.289e-02 |           77.5461 ‖
‖       120 |  89554 |              20915 |   2.292e-02 |           77.5460 ‖
‖       121 |  90173 |              21293 |   2.294e-02 |           77.5461 ‖
‖       122 |  90631 |              21800 |   2.294e-02 |           77.4296 ‖
‖       123 |  91338 |              22068 |   2.294e-02 |           77.4296 ‖
‖       124 |  91797 |              22609 |   2.293e-02 |           76.9375 ‖
‖       125 |  92275 |              23072 |   2.292e-02 |           76.3823 ‖
‖       126 |  92966 |              23382 |   2.292e-02 |           76.0355 ‖
‖       127 |  93869 |              23475 |   2.290e-02 |           76.0284 ‖
‖       128 |  94626 |              23707 |   2.289e-02 |           75.7194 ‖
‖       129 |  95575 |              23777 |   2.286e-02 |           75.7059 ‖
‖       130 |  96528 |              23835 |   2.286e-02 |           75.6672 ‖
‖       131 |  97531 |              23851 |   2.285e-02 |           75.6671 ‖
‖       132 |  98499 |              23900 |   2.283e-02 |           75.6672 ‖
‖       133 |  99379 |              24024 |   2.281e-02 |           75.5620 ‖
‖       134 | 100027 |              24362 |   2.279e-02 |           75.1964 ‖
‖       135 | 100732 |              24661 |   2.277e-02 |           75.0326 ‖
‖       136 | 101473 |              24921 |   2.277e-02 |           75.0279 ‖
‖       137 | 102402 |              25007 |   2.275e-02 |           75.0277 ‖
‖       138 | 103074 |              25343 |   2.273e-02 |           75.0279 ‖
‖       139 | 103587 |              25820 |   2.273e-02 |           74.8822 ‖
‖       140 | 104016 |              26387 |   2.274e-02 |           74.5490 ‖
‖       141 | 104776 |              26596 |   2.273e-02 |           74.4713 ‖
‖       142 | 105611 |              26780 |   2.273e-02 |           74.1559 ‖
‖       143 | 106568 |              26834 |   2.271e-02 |           74.0962 ‖
‖       144 | 107565 |              26856 |   2.269e-02 |           74.0937 ‖
‖       145 | 108580 |              26864 |   2.266e-02 |           74.0935 ‖
‖       146 | 109589 |              26878 |   2.264e-02 |           74.0785 ‖
‖       147 | 110549 |              26940 |   2.263e-02 |           74.0330 ‖
‖       148 | 111476 |              27031 |   2.262e-02 |           74.0329 ‖
‖       149 | 112327 |              27191 |   2.260e-02 |           74.0329 ‖
‖       150 | 113103 |              27420 |   2.259e-02 |           74.0330 ‖
‖       151 | 113764 |              27752 |   2.259e-02 |           74.0329 ‖
‖       152 | 114290 |              28202 |   2.258e-02 |           73.9925 ‖
‖       153 | 114881 |              28586 |   2.256e-02 |           73.9925 ‖
‖       154 | 115595 |              28865 |   2.255e-02 |           73.9925 ‖
‖       155 | 116307 |              29160 |   2.254e-02 |           73.8065 ‖
‖       156 | 117093 |              29379 |   2.254e-02 |           73.5952 ‖
‖       157 | 118028 |              29450 |   2.252e-02 |           73.5935 ‖
‖       158 | 118978 |              29516 |   2.251e-02 |           73.5812 ‖
‖       159 | 119923 |              29592 |   2.249e-02 |           73.5812 ‖
‖       160 | 120856 |              29673 |   2.248e-02 |           73.5811 ‖
‖       161 | 121741 |              29800 |   2.246e-02 |           73.5781 ‖
‖       162 | 122617 |              29936 |   2.244e-02 |           73.5781 ‖
‖       163 | 123477 |              30086 |   2.241e-02 |           73.5781 ‖
‖       164 | 124357 |              30221 |   2.241e-02 |           73.5620 ‖
‖       165 | 125227 |              30357 |   2.241e-02 |           73.5498 ‖
‖       166 | 125987 |              30609 |   2.238e-02 |           73.5497 ‖
‖       167 | 126685 |              30918 |   2.238e-02 |           73.5438 ‖
‖       168 | 127267 |              31332 |   2.239e-02 |           73.5438 ‖
‖       169 | 127654 |              31895 |   2.238e-02 |           73.5437 ‖
‖       170 | 128210 |              32317 |   2.237e-02 |           73.5437 ‖
‖       171 | 128933 |              32592 |   2.236e-02 |           73.5437 ‖
‖       172 | 129632 |              32893 |   2.234e-02 |           73.5438 ‖
‖       173 | 130343 |              33177 |   2.234e-02 |           73.5438 ‖
‖       174 | 131107 |              33414 |   2.234e-02 |           73.5437 ‖
‖       175 | 131710 |              33801 |   2.233e-02 |           73.5437 ‖
‖       176 | 132513 |              34000 |   2.233e-02 |           73.5437 ‖
‖       177 | 133279 |              34233 |   2.232e-02 |           73.5438 ‖
‖       178 | 133928 |              34572 |   2.230e-02 |           73.4312 ‖
‖       179 | 134667 |              34828 |   2.228e-02 |           73.4311 ‖
‖       180 | 135450 |              35046 |   2.226e-02 |           73.3564 ‖
‖       181 | 136113 |              35396 |   2.225e-02 |           72.8769 ‖
‖       182 | 136691 |              35785 |   2.224e-02 |           72.6838 ‖
‖       183 | 137316 |              36170 |   2.224e-02 |           72.6837 ‖
‖       184 | 137482 |              36940 |   2.224e-02 |           72.5594 ‖
‖       185 | 137775 |              37580 |   2.224e-02 |           72.5089 ‖
‖       186 | 138577 |              37773 |   2.223e-02 |           72.4641 ‖
‖       187 | 139365 |              38000 |   2.222e-02 |           72.0751 ‖
‖       188 | 140211 |              38143 |   2.221e-02 |           71.9396 ‖
‖       189 | 141102 |              38273 |   2.220e-02 |           71.7614 ‖
‖       190 | 142044 |              38343 |   2.218e-02 |           71.7477 ‖
‖       191 | 142964 |              38441 |   2.215e-02 |           71.7205 ‖
‖       192 | 143666 |              38743 |   2.214e-02 |           71.5166 ‖
‖       193 | 144427 |              38990 |   2.212e-02 |           71.5166 ‖
‖       194 | 145058 |              39356 |   2.210e-02 |           71.5165 ‖
‖       195 | 145770 |              39648 |   2.210e-02 |           71.5165 ‖
‖       196 | 146608 |              39815 |   2.209e-02 |           71.5166 ‖
‖       197 | 147466 |              39965 |   2.207e-02 |           71.5166 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.035 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4181.vnnlib: unknown
--- Verification time: 20.0524 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (382/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5594.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5594.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5594.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.001e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5594.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (383/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3407.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3407.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3407.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.559e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.456e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.382e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.276e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.200e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.112e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.049e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   2.973e-02 |          100.0000 ‖
‖         9 |    255 |                  1 |   2.913e-02 |           99.3388 ‖
‖        10 |    501 |                 10 |   2.849e-02 |           96.6153 ‖
‖        11 |    954 |                 54 |   2.784e-02 |           90.9394 ‖
‖        12 |   1758 |                188 |   2.742e-02 |           83.2612 ‖
‖        13 |   2334 |                613 |   2.678e-02 |           71.9635 ‖
‖        14 |   3300 |                649 |   2.671e-02 |           71.3320 ‖
‖        15 |   3989 |                952 |   2.652e-02 |           67.1061 ‖
‖        16 |   4813 |               1118 |   2.630e-02 |           64.9829 ‖
‖        17 |   5703 |               1242 |   2.614e-02 |           63.1057 ‖
‖        18 |   6668 |               1298 |   2.597e-02 |           61.7452 ‖
‖        19 |   7683 |               1306 |   2.585e-02 |           61.6284 ‖
‖        20 |   8319 |               1634 |   2.573e-02 |           60.0222 ‖
‖        21 |   9323 |               1644 |   2.562e-02 |           60.0143 ‖
‖        22 |  10192 |               1780 |   2.546e-02 |           59.2270 ‖
‖        23 |  10949 |               2035 |   2.529e-02 |           57.4438 ‖
‖        24 |  11963 |               2040 |   2.513e-02 |           57.4438 ‖
‖        25 |  12695 |               2310 |   2.492e-02 |           55.5289 ‖
‖        26 |  13673 |               2345 |   2.479e-02 |           55.3406 ‖
‖        27 |  14691 |               2348 |   2.466e-02 |           55.3402 ‖
‖        28 |  15390 |               2660 |   2.449e-02 |           53.0438 ‖
‖        29 |  16238 |               2828 |   2.436e-02 |           51.7746 ‖
‖        30 |  17238 |               2842 |   2.423e-02 |           51.7687 ‖
‖        31 |  18162 |               2941 |   2.412e-02 |           50.9503 ‖
‖        32 |  19157 |               2970 |   2.401e-02 |           50.8267 ‖
‖        33 |  20181 |               2970 |   2.389e-02 |           50.8266 ‖
‖        34 |  20999 |               3146 |   2.378e-02 |           50.2319 ‖
‖        35 |  22017 |               3149 |   2.367e-02 |           50.2322 ‖
‖        36 |  23018 |               3172 |   2.357e-02 |           49.9817 ‖
‖        37 |  24035 |               3179 |   2.348e-02 |           49.9432 ‖
‖        38 |  25055 |               3183 |   2.335e-02 |           49.9334 ‖
‖        39 |  25965 |               3280 |   2.325e-02 |           49.6903 ‖
‖        40 |  26975 |               3288 |   2.315e-02 |           49.6803 ‖
‖        41 |  27905 |               3361 |   2.301e-02 |           49.5663 ‖
‖        42 |  28568 |               3707 |   2.287e-02 |           48.3465 ‖
‖        43 |  29553 |               3728 |   2.275e-02 |           48.3244 ‖
‖        44 |  30572 |               3733 |   2.265e-02 |           48.2953 ‖
‖        45 |  31592 |               3737 |   2.255e-02 |           48.2879 ‖
‖        46 |  32616 |               3737 |   2.241e-02 |           48.2877 ‖
‖        46 |  31592 |               3783 |   2.251e-02 |           46.8000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 3.757 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3407.vnnlib: sat
--- Verification time: 3.7711 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (384/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_423.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_423.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_423.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.218e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.062e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.027e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.887e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.774e-02 |          100.0001 ‖
‖         6 |     31 |                  1 |   4.604e-02 |           92.4376 ‖
‖         7 |     56 |                  6 |   4.464e-02 |           82.4094 ‖
‖         8 |     92 |                 25 |   4.356e-02 |           66.5656 ‖
‖         9 |    146 |                 57 |   4.294e-02 |           53.9359 ‖
‖        10 |    235 |                111 |   4.182e-02 |           41.1215 ‖
‖        11 |    356 |                212 |   4.120e-02 |           31.6362 ‖
‖        12 |    540 |                365 |   4.061e-02 |           24.2756 ‖
‖        13 |    783 |                637 |   3.976e-02 |           16.9544 ‖
‖        14 |    999 |               1152 |   3.894e-02 |           10.6058 ‖
‖        15 |   1179 |               1889 |   3.827e-02 |            6.2967 ‖
‖        16 |   1261 |               2742 |   3.722e-02 |            3.7418 ‖
‖        17 |   1196 |               3719 |   3.618e-02 |            1.9692 ‖
‖        18 |    898 |               4949 |   3.462e-02 |            0.7213 ‖
‖        19 |    598 |               5972 |   3.423e-02 |            0.1952 ‖
‖        20 |    464 |               6606 |   3.345e-02 |            0.0755 ‖
‖        21 |    346 |               7116 |   3.266e-02 |            0.0280 ‖
‖        22 |    229 |               7518 |   3.153e-02 |            0.0091 ‖
‖        23 |    134 |               7798 |   3.105e-02 |            0.0027 ‖
‖        24 |     84 |               7950 |   3.119e-02 |            0.0008 ‖
‖        25 |     45 |               8056 |   2.856e-02 |            0.0002 ‖
‖        26 |     15 |               8118 |   3.071e-02 |            0.0000 ‖
‖        27 |      5 |               8142 |   3.064e-02 |            0.0000 ‖
‖        28 |      0 |               8150 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.529 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_423.vnnlib: unsat
--- Verification time: 1.5389 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (385/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_584.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_584.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_584.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.557e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_584.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (386/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7443.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7443.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7443.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.556e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7443.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (387/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1542.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1542.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1542.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.865e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1542.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (388/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3032.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3032.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3032.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.678e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3032.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (389/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2701.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2701.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2701.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.085e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.861e-02 |           26.8335 ‖
‖         3 |      2 |                  1 |   3.820e-02 |           26.8335 ‖
‖         4 |      4 |                  1 |   3.650e-02 |           24.6713 ‖
‖         5 |      6 |                  3 |   3.569e-02 |           20.0842 ‖
‖         6 |      9 |                  6 |   3.176e-02 |           13.2296 ‖
‖         7 |     11 |                 12 |   3.435e-02 |            9.0797 ‖
‖         8 |     15 |                 19 |   3.329e-02 |            5.6513 ‖
‖         9 |     18 |                 30 |   3.214e-02 |            3.1791 ‖
‖        10 |     16 |                 48 |   3.062e-02 |            1.4629 ‖
‖        11 |     14 |                 64 |   2.888e-02 |            0.4875 ‖
‖        12 |      8 |                 82 |   2.919e-02 |            0.1277 ‖
‖        13 |      4 |                 92 |   2.221e-02 |            0.0358 ‖
‖        14 |      3 |                 96 |   2.620e-02 |            0.0088 ‖
‖        15 |      1 |                100 |   2.799e-02 |            0.0033 ‖
‖        16 |      1 |                101 |   2.740e-02 |            0.0014 ‖
‖        17 |      0 |                103 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.375 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2701.vnnlib: unsat
--- Verification time: 0.3848 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (390/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_318.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_318.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_318.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.796e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.590e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.487e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.436e-02 |          100.0001 ‖
‖         5 |     15 |                  1 |   5.239e-02 |           93.6666 ‖
‖         6 |     29 |                  2 |   5.071e-02 |           87.0652 ‖
‖         7 |     54 |                  6 |   5.053e-02 |           83.4753 ‖
‖         8 |    104 |                 10 |   4.958e-02 |           80.9236 ‖
‖         9 |    195 |                 23 |   4.838e-02 |           75.5146 ‖
‖        10 |    365 |                 47 |   4.736e-02 |           70.5373 ‖
‖        11 |    682 |                 92 |   4.606e-02 |           65.0829 ‖
‖        12 |   1279 |                164 |   4.524e-02 |           60.9603 ‖
‖        13 |   2137 |                309 |   4.460e-02 |           57.8332 ‖
‖        14 |   2945 |                518 |   4.397e-02 |           54.7587 ‖
‖        15 |   3932 |                550 |   4.357e-02 |           54.1848 ‖
‖        16 |   4956 |                550 |   4.333e-02 |           54.1850 ‖
‖        17 |   5638 |                842 |   4.316e-02 |           52.4650 ‖
‖        18 |   6660 |                843 |   4.291e-02 |           52.4649 ‖
‖        19 |   7601 |                918 |   4.264e-02 |           51.9446 ‖
‖        19 |   6577 |                926 |   4.276e-02 |           45.6313 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.239 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_318.vnnlib: sat
--- Verification time: 1.2516 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (391/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_11.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_11.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_11.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.605e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_11.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (392/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3427.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3427.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3427.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.568e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3427.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (393/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6158.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6158.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6158.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.149e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6158.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (394/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3877.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3877.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3877.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.893e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3877.vnnlib: sat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (395/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5786.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5786.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5786.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.590e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5786.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (396/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_569.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_569.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_569.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.296e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_569.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (397/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1585.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1585.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1585.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.629e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1585.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (398/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_847.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_847.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_847.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.822e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_847.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (399/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1315.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1315.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1315.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.032e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.844e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.744e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.599e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.455e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.364e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.268e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   4.190e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.092e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.015e-02 |          100.0002 ‖
‖        10 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.200 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1315.vnnlib: sat
--- Verification time: 0.2122 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (400/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5724.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5724.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5724.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.740e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5724.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (401/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_864.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_864.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_864.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.902e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_864.vnnlib: unsat
--- Verification time: 0.0129 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (402/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7674.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7674.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7674.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.022e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.776e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.653e-02 |          100.0002 ‖
‖         4 |      8 |                  0 |   4.365e-02 |          100.0001 ‖
‖         5 |     15 |                  1 |   3.970e-02 |           91.4252 ‖
‖         6 |     27 |                  4 |   3.883e-02 |           79.5628 ‖
‖         7 |     49 |                  8 |   3.747e-02 |           74.2716 ‖
‖         8 |     86 |                 19 |   3.645e-02 |           63.7029 ‖
‖         9 |    149 |                 39 |   3.500e-02 |           56.5284 ‖
‖        10 |    238 |                 96 |   3.362e-02 |           45.1032 ‖
‖        11 |    370 |                197 |   3.176e-02 |           34.3022 ‖
‖        12 |    536 |                385 |   3.049e-02 |           24.4697 ‖
‖        13 |    727 |                699 |   2.938e-02 |           16.2438 ‖
‖        14 |    949 |               1156 |   2.846e-02 |           10.4441 ‖
‖        15 |   1132 |               1855 |   2.761e-02 |            6.0200 ‖
‖        16 |   1338 |               2593 |   2.713e-02 |            3.8787 ‖
‖        17 |   1451 |               3429 |   2.668e-02 |            2.4894 ‖
‖        18 |   1615 |               4195 |   2.647e-02 |            1.7538 ‖
‖        19 |   1630 |               5142 |   2.565e-02 |            1.1859 ‖
‖        20 |   1401 |               6321 |   2.463e-02 |            0.6928 ‖
‖        21 |    956 |               7671 |   2.385e-02 |            0.3297 ‖
‖        22 |    580 |               8853 |   2.336e-02 |            0.1150 ‖
‖        23 |    311 |               9610 |   2.277e-02 |            0.0321 ‖
‖        24 |    142 |              10042 |   2.132e-02 |            0.0065 ‖
‖        25 |     46 |              10245 |   2.102e-02 |            0.0009 ‖
‖        26 |     11 |              10314 |   1.908e-02 |            0.0000 ‖
‖        27 |      2 |              10328 |   1.959e-02 |            0.0000 ‖
‖        28 |      1 |              10330 |   1.351e-02 |            0.0000 ‖
‖        29 |      0 |              10331 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.701 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7674.vnnlib: unsat
--- Verification time: 1.7107 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (403/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3115.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3115.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3115.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.756e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3115.vnnlib: unsat
--- Verification time: 0.0296 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (404/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2569.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2569.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2569.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.695e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2569.vnnlib: unsat
--- Verification time: 0.0306 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (405/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6029.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6029.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6029.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.701e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6029.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (406/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2798.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2798.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2798.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.367e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2798.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (407/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1518.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1518.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1518.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.967e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1518.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (408/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1468.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1468.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1468.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.354e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.243e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.077e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.021e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.958e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.895e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   2.840e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   2.803e-02 |           99.9176 ‖
‖         9 |    254 |                  2 |   2.746e-02 |           98.8836 ‖
‖        10 |    496 |                 14 |   2.683e-02 |           95.7758 ‖
‖        11 |    941 |                 62 |   2.611e-02 |           90.3285 ‖
‖        12 |   1714 |                219 |   2.539e-02 |           81.2366 ‖
‖        13 |   2386 |                554 |   2.498e-02 |           72.5653 ‖
‖        14 |   3350 |                596 |   2.480e-02 |           71.7491 ‖
‖        15 |   4043 |                916 |   2.446e-02 |           67.0526 ‖
‖        16 |   4812 |               1139 |   2.430e-02 |           64.5716 ‖
‖        17 |   5753 |               1213 |   2.413e-02 |           63.4404 ‖
‖        18 |   6670 |               1319 |   2.397e-02 |           61.9165 ‖
‖        19 |   7676 |               1335 |   2.382e-02 |           61.6390 ‖
‖        20 |   8431 |               1596 |   2.366e-02 |           59.9755 ‖
‖        21 |   9290 |               1715 |   2.356e-02 |           59.5143 ‖
‖        22 |  10243 |               1778 |   2.342e-02 |           59.1122 ‖
‖        23 |  10946 |               2092 |   2.326e-02 |           56.9584 ‖
‖        24 |  11937 |               2110 |   2.313e-02 |           56.9281 ‖
‖        25 |  12759 |               2308 |   2.298e-02 |           55.5631 ‖
‖        26 |  13761 |               2322 |   2.287e-02 |           55.5011 ‖
‖        27 |  14767 |               2331 |   2.274e-02 |           55.5019 ‖
‖        28 |  15612 |               2510 |   2.258e-02 |           53.8829 ‖
‖        29 |  16492 |               2653 |   2.245e-02 |           52.6805 ‖
‖        30 |  17484 |               2670 |   2.231e-02 |           52.6774 ‖
‖        31 |  18392 |               2784 |   2.219e-02 |           51.7011 ‖
‖        32 |  19406 |               2790 |   2.209e-02 |           51.6604 ‖
‖        33 |  20423 |               2795 |   2.195e-02 |           51.6482 ‖
‖        34 |  21197 |               3023 |   2.183e-02 |           51.0099 ‖
‖        35 |  22201 |               3033 |   2.172e-02 |           51.0099 ‖
‖        36 |  23139 |               3116 |   2.159e-02 |           50.4421 ‖
‖        37 |  24131 |               3146 |   2.150e-02 |           50.2340 ‖
‖        38 |  25147 |               3150 |   2.136e-02 |           50.2339 ‖
‖        39 |  26109 |               3207 |   2.125e-02 |           50.0510 ‖
‖        40 |  27129 |               3209 |   2.116e-02 |           50.0504 ‖
‖        41 |  28147 |               3212 |   2.103e-02 |           50.0499 ‖
‖        42 |  28784 |               3590 |   2.089e-02 |           48.7467 ‖
‖        43 |  29679 |               3671 |   2.077e-02 |           48.6505 ‖
‖        44 |  30662 |               3712 |   2.066e-02 |           48.4878 ‖
‖        45 |  31667 |               3729 |   2.057e-02 |           48.4876 ‖
‖        46 |  32642 |               3774 |   2.046e-02 |           48.4878 ‖
‖        47 |  33359 |               4066 |   2.035e-02 |           47.5936 ‖
‖        48 |  34311 |               4113 |   2.027e-02 |           47.5783 ‖
‖        49 |  35328 |               4119 |   2.015e-02 |           47.5525 ‖
‖        50 |  36310 |               4161 |   2.006e-02 |           47.3622 ‖
‖        51 |  37325 |               4168 |   1.998e-02 |           47.3436 ‖
‖        52 |  38349 |               4168 |   1.987e-02 |           47.3441 ‖
‖        53 |  39373 |               4168 |   1.979e-02 |           47.3441 ‖
‖        54 |  40396 |               4169 |   1.970e-02 |           47.3440 ‖
‖        55 |  41329 |               4251 |   1.958e-02 |           47.1020 ‖
‖        56 |  41928 |               4619 |   1.948e-02 |           46.0455 ‖
‖        57 |  42834 |               4718 |   1.940e-02 |           46.0457 ‖
‖        58 |  43533 |               5019 |   1.932e-02 |           45.4384 ‖
‖        59 |  44119 |               5423 |   1.928e-02 |           44.6744 ‖
‖        60 |  44775 |               5723 |   1.922e-02 |           44.5870 ‖
‖        61 |  45524 |               5957 |   1.919e-02 |           44.5871 ‖
‖        62 |  46278 |               6187 |   1.916e-02 |           44.5871 ‖
‖        63 |  46938 |               6510 |   1.912e-02 |           44.5871 ‖
‖        64 |  47285 |               7147 |   1.912e-02 |           43.8021 ‖
‖        65 |  47541 |               7817 |   1.916e-02 |           43.4597 ‖
‖        66 |  48008 |               8310 |   1.916e-02 |           43.4225 ‖
‖        67 |  48556 |               8734 |   1.921e-02 |           43.2923 ‖
‖        68 |  49272 |               8993 |   1.924e-02 |           43.2717 ‖
‖        69 |  50145 |               9120 |   1.921e-02 |           43.2717 ‖
‖        70 |  51081 |               9190 |   1.921e-02 |           43.2717 ‖
‖        71 |  52057 |               9231 |   1.920e-02 |           43.2717 ‖
‖        72 |  52975 |               9330 |   1.914e-02 |           43.1465 ‖
‖        73 |  53907 |               9407 |   1.913e-02 |           43.0395 ‖
‖        74 |  54896 |               9429 |   1.909e-02 |           43.0392 ‖
‖        75 |  55905 |               9443 |   1.906e-02 |           43.0373 ‖
‖        76 |  56919 |               9453 |   1.904e-02 |           43.0371 ‖
‖        77 |  57918 |               9475 |   1.898e-02 |           43.0371 ‖
‖        78 |  58764 |               9647 |   1.894e-02 |           42.5356 ‖
‖        79 |  59640 |               9769 |   1.891e-02 |           42.4405 ‖
‖        80 |  60524 |               9894 |   1.886e-02 |           42.4405 ‖
‖        81 |  61215 |              10216 |   1.885e-02 |           41.9896 ‖
‖        82 |  61854 |              10580 |   1.886e-02 |           41.8408 ‖
‖        83 |  62637 |              10799 |   1.882e-02 |           41.8373 ‖
‖        84 |  63548 |              10905 |   1.881e-02 |           41.8340 ‖
‖        85 |  64502 |              10970 |   1.879e-02 |           41.8335 ‖
‖        86 |  65448 |              11045 |   1.873e-02 |           41.8334 ‖
‖        87 |  66377 |              11128 |   1.871e-02 |           41.7640 ‖
‖        88 |  67342 |              11183 |   1.870e-02 |           41.7611 ‖
‖        89 |  68302 |              11243 |   1.864e-02 |           41.7610 ‖
‖        90 |  69286 |              11279 |   1.863e-02 |           41.7590 ‖
‖        91 |  70270 |              11318 |   1.862e-02 |           41.7594 ‖
‖        92 |  71243 |              11365 |   1.855e-02 |           41.7594 ‖
‖        93 |  72241 |              11388 |   1.851e-02 |           41.7594 ‖
‖        94 |  73147 |              11488 |   1.848e-02 |           41.7593 ‖
‖        95 |  73930 |              11718 |   1.843e-02 |           41.7407 ‖
‖        96 |  74365 |              12257 |   1.840e-02 |           40.9562 ‖
‖        97 |  75162 |              12411 |   1.834e-02 |           40.9304 ‖
‖        98 |  75992 |              12595 |   1.831e-02 |           40.7996 ‖
‖        99 |  76843 |              12746 |   1.829e-02 |           40.7996 ‖
‖       100 |  77658 |              12930 |   1.824e-02 |           40.7890 ‖
‖       101 |  78377 |              13212 |   1.824e-02 |           40.5516 ‖
‖       102 |  79162 |              13419 |   1.821e-02 |           40.5392 ‖
‖       103 |  79983 |              13599 |   1.817e-02 |           40.5259 ‖
‖       104 |  80748 |              13823 |   1.817e-02 |           40.5072 ‖
‖       105 |  81554 |              14013 |   1.816e-02 |           40.5061 ‖
‖       106 |  82200 |              14355 |   1.812e-02 |           40.5061 ‖
‖       107 |  82836 |              14682 |   1.812e-02 |           40.5059 ‖
‖       108 |  83438 |              15059 |   1.811e-02 |           40.5054 ‖
‖       109 |  83824 |              15647 |   1.809e-02 |           40.2800 ‖
‖       110 |  84144 |              16253 |   1.808e-02 |           39.9541 ‖
‖       111 |  84722 |              16645 |   1.806e-02 |           39.9539 ‖
‖       112 |  85481 |              16881 |   1.805e-02 |           39.9287 ‖
‖       113 |  86261 |              17099 |   1.805e-02 |           39.9288 ‖
‖       114 |  86895 |              17432 |   1.801e-02 |           39.9289 ‖
‖       115 |  87756 |              17564 |   1.799e-02 |           39.8875 ‖
‖       116 |  88553 |              17762 |   1.797e-02 |           39.8881 ‖
‖       117 |  89349 |              17969 |   1.791e-02 |           39.8876 ‖
‖       118 |  89976 |              18309 |   1.791e-02 |           39.6428 ‖
‖       119 |  90600 |              18660 |   1.791e-02 |           39.5057 ‖
‖       120 |  91238 |              18998 |   1.787e-02 |           39.4826 ‖
‖       121 |  91907 |              19298 |   1.788e-02 |           39.4076 ‖
‖       122 |  92518 |              19653 |   1.789e-02 |           39.3952 ‖
‖       123 |  93118 |              20022 |   1.785e-02 |           39.3763 ‖
‖       124 |  93668 |              20427 |   1.786e-02 |           39.3728 ‖
‖       125 |  94231 |              20839 |   1.785e-02 |           39.3725 ‖
‖       126 |  94679 |              21336 |   1.783e-02 |           39.3530 ‖
‖       127 |  95172 |              21798 |   1.785e-02 |           39.3472 ‖
‖       128 |  95723 |              22204 |   1.786e-02 |           39.3469 ‖
‖       129 |  96215 |              22679 |   1.783e-02 |           39.3469 ‖
‖       130 |  96768 |              23052 |   1.785e-02 |           39.3468 ‖
‖       131 |  97380 |              23421 |   1.785e-02 |           39.3469 ‖
‖       132 |  97799 |              23953 |   1.781e-02 |           39.2325 ‖
‖       133 |  98304 |              24377 |   1.781e-02 |           39.1978 ‖
‖       134 |  98845 |              24804 |   1.780e-02 |           39.1980 ‖
‖       135 |  99058 |              25547 |   1.778e-02 |           38.9259 ‖
‖       136 |  99010 |              26460 |   1.779e-02 |           38.3644 ‖
‖       137 |  99244 |              27130 |   1.777e-02 |           38.3638 ‖
‖       138 |  99731 |              27591 |   1.779e-02 |           38.3636 ‖
‖       139 | 100297 |              28004 |   1.778e-02 |           38.3633 ‖
‖       140 | 100539 |              28713 |   1.777e-02 |           38.1209 ‖
‖       141 | 100781 |              29349 |   1.777e-02 |           37.9474 ‖
‖       142 | 101245 |              29849 |   1.775e-02 |           37.9473 ‖
‖       143 | 101434 |              30580 |   1.776e-02 |           37.3808 ‖
‖       144 | 101644 |              31312 |   1.776e-02 |           37.1488 ‖
‖       145 | 101979 |              31911 |   1.776e-02 |           37.0513 ‖
‖       146 | 102405 |              32442 |   1.776e-02 |           37.0513 ‖
‖       147 | 102715 |              33082 |   1.777e-02 |           37.0501 ‖
‖       148 | 103084 |              33632 |   1.780e-02 |           37.0503 ‖
‖       149 | 103418 |              34247 |   1.781e-02 |           37.0504 ‖
‖       150 | 103754 |              34853 |   1.784e-02 |           37.0506 ‖
‖       151 | 104213 |              35326 |   1.788e-02 |           37.0509 ‖
‖       152 | 104740 |              35774 |   1.790e-02 |           37.0509 ‖
‖       153 | 105362 |              36115 |   1.790e-02 |           37.0509 ‖
‖       154 | 105866 |              36596 |   1.790e-02 |           36.7877 ‖
‖       155 | 106185 |              37190 |   1.792e-02 |           36.3156 ‖
‖       156 | 106835 |              37509 |   1.792e-02 |           35.9648 ‖
‖       157 | 107587 |              37739 |   1.793e-02 |           35.6756 ‖
‖       158 | 108579 |              37765 |   1.791e-02 |           35.6756 ‖
‖       159 | 109528 |              37834 |   1.790e-02 |           35.5947 ‖
‖       160 | 110441 |              37945 |   1.790e-02 |           35.4464 ‖
‖       161 | 111369 |              38024 |   1.790e-02 |           35.3836 ‖
‖       162 | 112357 |              38059 |   1.791e-02 |           35.3442 ‖
‖       163 | 113358 |              38079 |   1.790e-02 |           35.3371 ‖
‖       164 | 114347 |              38113 |   1.788e-02 |           35.3371 ‖
‖       165 | 115308 |              38171 |   1.786e-02 |           35.3371 ‖
‖       166 | 116218 |              38278 |   1.784e-02 |           35.3371 ‖
‖       167 | 117038 |              38468 |   1.784e-02 |           35.3369 ‖
‖       168 | 117810 |              38706 |   1.784e-02 |           35.3369 ‖
‖       169 | 118494 |              39019 |   1.783e-02 |           35.3369 ‖
‖       170 | 119154 |              39364 |   1.783e-02 |           35.3369 ‖
‖       171 | 119878 |              39638 |   1.783e-02 |           35.3369 ‖
‖       172 | 120496 |              40015 |   1.781e-02 |           35.3226 ‖
‖       173 | 121214 |              40295 |   1.780e-02 |           35.3226 ‖
‖       174 | 121911 |              40606 |   1.779e-02 |           35.3226 ‖
‖       175 | 122602 |              40910 |   1.778e-02 |           35.2359 ‖
‖       176 | 123372 |              41145 |   1.779e-02 |           35.1832 ‖
‖       177 | 124259 |              41260 |   1.778e-02 |           35.1798 ‖
‖       178 | 125201 |              41334 |   1.777e-02 |           35.1594 ‖
‖       179 | 126145 |              41408 |   1.775e-02 |           35.1595 ‖
‖       180 | 127089 |              41484 |   1.773e-02 |           35.1595 ‖
‖       181 | 127984 |              41602 |   1.773e-02 |           35.1458 ‖
‖       182 | 128863 |              41738 |   1.772e-02 |           35.1452 ‖
‖       183 | 129689 |              41924 |   1.770e-02 |           35.1452 ‖
‖       184 | 130557 |              42065 |   1.770e-02 |           35.1452 ‖
‖       185 | 131447 |              42188 |   1.770e-02 |           35.1449 ‖
‖       186 | 132270 |              42375 |   1.768e-02 |           35.1448 ‖
‖       187 | 133105 |              42548 |   1.767e-02 |           35.1446 ‖
‖       188 | 133901 |              42758 |   1.764e-02 |           35.1446 ‖
‖       189 | 134636 |              43025 |   1.762e-02 |           35.1446 ‖
‖       190 | 135257 |              43369 |   1.762e-02 |           34.6657 ‖
‖       191 | 135966 |              43650 |   1.760e-02 |           34.6433 ‖
‖       192 | 136754 |              43844 |   1.758e-02 |           34.5529 ‖
‖       193 | 137643 |              43971 |   1.758e-02 |           34.5189 ‖
‖       194 | 138456 |              44175 |   1.758e-02 |           34.5188 ‖
‖       195 | 139167 |              44461 |   1.756e-02 |           34.5187 ‖
‖       196 | 139881 |              44727 |   1.755e-02 |           34.5186 ‖
‖       197 | 140594 |              45019 |   1.753e-02 |           34.5186 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1468.vnnlib: unknown
--- Verification time: 20.0603 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (409/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6384.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6384.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6384.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.063e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.861e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.718e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.603e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.461e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.296e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.131e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.060e-02 |          100.0000 ‖
‖         8 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.138 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6384.vnnlib: sat
--- Verification time: 0.1502 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (410/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1048.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1048.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1048.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.902e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1048.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (411/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6210.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6210.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6210.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.302e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6210.vnnlib: sat
--- Verification time: 0.0169 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (412/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2056.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2056.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2056.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.407e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2056.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (413/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6268.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6268.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6268.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.312e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.128e-02 |           27.7897 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6268.vnnlib: unsat
--- Verification time: 0.0518 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (414/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5239.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5239.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5239.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.326e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.208e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   5.121e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.978e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.906e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.847e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.746e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.638e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.533e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.446e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.332e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   4.220e-02 |          100.0003 ‖
‖        13 |   3072 |                  0 |   4.147e-02 |          100.0004 ‖
‖        14 |   4096 |                  0 |   4.096e-02 |          100.0004 ‖
‖        15 |   5120 |                  0 |   4.056e-02 |          100.0004 ‖
‖        16 |   6144 |                  0 |   4.014e-02 |          100.0004 ‖
‖        17 |   7168 |                  0 |   3.976e-02 |          100.0004 ‖
‖        18 |   8192 |                  0 |   3.940e-02 |          100.0003 ‖
‖        19 |   9216 |                  0 |   3.908e-02 |           99.9999 ‖
‖        20 |  10240 |                  0 |   3.880e-02 |          100.0002 ‖
‖        21 |  11264 |                  0 |   3.853e-02 |          100.0004 ‖
‖        22 |  12288 |                  0 |   3.838e-02 |           99.9996 ‖
‖        23 |  13312 |                  0 |   3.824e-02 |           99.9995 ‖
‖        24 |  14336 |                  0 |   3.804e-02 |          100.0001 ‖
‖        25 |  15360 |                  0 |   3.789e-02 |          100.0008 ‖
‖        26 |  16384 |                  0 |   3.772e-02 |          100.0005 ‖
‖        27 |  17408 |                  0 |   3.749e-02 |          100.0008 ‖
‖        28 |  18432 |                  0 |   3.728e-02 |          100.0004 ‖
‖        29 |  19456 |                  0 |   3.706e-02 |          100.0001 ‖
‖        30 |  20480 |                  0 |   3.679e-02 |           99.9997 ‖
‖        31 |  21504 |                  0 |   3.653e-02 |           99.9996 ‖
‖        32 |  22528 |                  0 |   3.641e-02 |           99.9997 ‖
‖        33 |  23552 |                  0 |   3.637e-02 |           99.9993 ‖
‖        34 |  24576 |                  0 |   3.632e-02 |           99.9985 ‖
‖        35 |  25595 |                  5 |   3.627e-02 |           99.9983 ‖
‖        36 |  26617 |                  7 |   3.623e-02 |           99.9986 ‖
‖        37 |  27614 |                 34 |   3.613e-02 |           99.9983 ‖
‖        38 |  28573 |                 97 |   3.608e-02 |           99.9985 ‖
‖        39 |  29507 |                185 |   3.605e-02 |           99.9988 ‖
‖        40 |  30496 |                218 |   3.593e-02 |           99.9993 ‖
‖        41 |  31518 |                220 |   3.585e-02 |           99.9997 ‖
‖        42 |  32539 |                223 |   3.578e-02 |          100.0002 ‖
‖        43 |  33553 |                233 |   3.569e-02 |          100.0002 ‖
‖        44 |  34551 |                258 |   3.565e-02 |           99.9986 ‖
‖        45 |  35575 |                258 |   3.559e-02 |           99.9978 ‖
‖        46 |  36599 |                258 |   3.549e-02 |           99.9975 ‖
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‖        48 |  38647 |                258 |   3.535e-02 |           99.9963 ‖
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‖        50 |  40691 |                262 |   3.510e-02 |           99.9964 ‖
‖        51 |  41713 |                264 |   3.499e-02 |           99.9963 ‖
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‖        53 |  43761 |                264 |   3.475e-02 |           99.9943 ‖
‖        54 |  44785 |                264 |   3.461e-02 |           99.9941 ‖
‖        55 |  45809 |                264 |   3.447e-02 |           99.9936 ‖
‖        56 |  46833 |                264 |   3.435e-02 |           99.9936 ‖
‖        57 |  47857 |                264 |   3.421e-02 |           99.9937 ‖
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‖        59 |  49905 |                264 |   3.393e-02 |           99.9932 ‖
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‖        73 |  64224 |                279 |   3.202e-02 |           99.9954 ‖
‖        74 |  65203 |                319 |   3.193e-02 |           99.9942 ‖
‖        75 |  66162 |                376 |   3.186e-02 |           99.9941 ‖
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‖        77 |  68201 |                385 |   3.164e-02 |           99.9936 ‖
‖        78 |  69215 |                394 |   3.155e-02 |           99.9937 ‖
‖        79 |  70215 |                416 |   3.143e-02 |           99.9934 ‖
‖        80 |  71171 |                476 |   3.134e-02 |           99.9931 ‖
‖        81 |  72084 |                564 |   3.127e-02 |           99.9932 ‖
‖        82 |  72946 |                710 |   3.118e-02 |           99.9928 ‖
‖        83 |  73873 |                797 |   3.111e-02 |           99.9936 ‖
‖        84 |  74758 |                919 |   3.105e-02 |           99.9935 ‖
‖        85 |  75578 |               1098 |   3.099e-02 |           99.9933 ‖
‖        86 |  76336 |               1329 |   3.096e-02 |           99.9930 ‖
‖        87 |  77013 |               1629 |   3.094e-02 |           99.9933 ‖
‖        88 |  77627 |               1989 |   3.092e-02 |           99.9935 ‖
‖        89 |  78276 |               2315 |   3.089e-02 |           99.9939 ‖
‖        90 |  78846 |               2711 |   3.089e-02 |           99.9937 ‖
‖        91 |  79461 |               3077 |   3.088e-02 |           99.9936 ‖
‖        92 |  80081 |               3441 |   3.088e-02 |           99.9928 ‖
‖        93 |  80635 |               3858 |   3.089e-02 |           99.9925 ‖
‖        94 |  81137 |               4321 |   3.090e-02 |           99.9924 ‖
‖        95 |  81525 |               4876 |   3.097e-02 |           99.9914 ‖
‖        96 |  82066 |               5289 |   3.103e-02 |           99.9911 ‖
‖        97 |  82752 |               5590 |   3.107e-02 |           99.9913 ‖
‖        98 |  83545 |               5784 |   3.111e-02 |           99.9915 ‖
‖        99 |  84442 |               5895 |   3.114e-02 |           99.9911 ‖
‖       100 |  85403 |               5954 |   3.116e-02 |           99.9905 ‖
‖       101 |  86382 |               5992 |   3.119e-02 |           99.9903 ‖
‖       102 |  87350 |               6044 |   3.121e-02 |           99.9902 ‖
‖       103 |  88365 |               6052 |   3.123e-02 |           99.9902 ‖
‖       104 |  89386 |               6055 |   3.125e-02 |          100.0003 ‖
‖       105 |  90359 |               6105 |   3.127e-02 |          100.0002 ‖
‖       106 |  91381 |               6107 |   3.128e-02 |          100.0002 ‖
‖       107 |  92404 |               6108 |   3.129e-02 |          100.0002 ‖
‖       108 |  93388 |               6145 |   3.130e-02 |          100.0001 ‖
‖       109 |  94408 |               6149 |   3.131e-02 |          100.0003 ‖
‖       110 |  95426 |               6155 |   3.131e-02 |          100.0002 ‖
‖       111 |  96443 |               6162 |   3.128e-02 |          100.0002 ‖
‖       112 |  97459 |               6170 |   3.127e-02 |          100.0002 ‖
‖       113 |  98479 |               6174 |   3.126e-02 |          100.0002 ‖
‖       114 |  99499 |               6177 |   3.121e-02 |          100.0001 ‖
‖       115 | 100523 |               6177 |   3.117e-02 |          100.0003 ‖
‖       116 | 101547 |               6177 |   3.114e-02 |          100.0002 ‖
‖       117 | 102568 |               6180 |   3.109e-02 |          100.0002 ‖
‖       118 | 103592 |               6180 |   3.106e-02 |          100.0002 ‖
‖       119 | 104614 |               6182 |   3.103e-02 |          100.0002 ‖
‖       120 | 105636 |               6184 |   3.097e-02 |          100.0003 ‖
‖       121 | 106660 |               6184 |   3.093e-02 |          100.0002 ‖
‖       122 | 107684 |               6184 |   3.090e-02 |          100.0002 ‖
‖       123 | 108699 |               6193 |   3.084e-02 |          100.0002 ‖
‖       124 | 109720 |               6196 |   3.079e-02 |          100.0002 ‖
‖       125 | 110736 |               6204 |   3.074e-02 |          100.0002 ‖
‖       126 | 111703 |               6257 |   3.067e-02 |          100.0002 ‖
‖       127 | 112674 |               6304 |   3.064e-02 |          100.0002 ‖
‖       128 | 113626 |               6367 |   3.061e-02 |          100.0002 ‖
‖       129 | 114531 |               6471 |   3.055e-02 |          100.0002 ‖
‖       130 | 115449 |               6559 |   3.052e-02 |          100.0002 ‖
‖       131 | 116365 |               6656 |   3.048e-02 |          100.0002 ‖
‖       132 | 117176 |               6840 |   3.043e-02 |           99.9582 ‖
‖       133 | 117962 |               7053 |   3.042e-02 |           99.9545 ‖
‖       134 | 118736 |               7281 |   3.039e-02 |           99.9545 ‖
‖       135 | 119520 |               7497 |   3.035e-02 |           99.9544 ‖
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‖       138 | 121710 |               8301 |   3.027e-02 |           99.9545 ‖
‖       139 | 122202 |               8774 |   3.029e-02 |           99.9545 ‖
‖       140 | 122603 |               9323 |   3.029e-02 |           99.9545 ‖
‖       141 | 123128 |               9742 |   3.029e-02 |           99.9545 ‖
‖       142 | 123807 |              10012 |   3.030e-02 |           99.9545 ‖
‖       143 | 124698 |              10119 |   3.027e-02 |           99.9545 ‖
‖       144 | 125651 |              10175 |   3.023e-02 |           99.9546 ‖
‖       145 | 126644 |              10198 |   3.022e-02 |           99.9544 ‖
‖       146 | 127658 |              10205 |   3.017e-02 |           99.9546 ‖
‖       147 | 128676 |              10211 |   3.012e-02 |           99.9545 ‖
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‖       149 | 130719 |              10216 |   3.004e-02 |           99.9545 ‖
‖       150 | 131743 |              10216 |   2.998e-02 |           99.9545 ‖
‖       151 | 132763 |              10220 |   2.995e-02 |           99.9545 ‖
‖       152 | 133766 |              10237 |   2.989e-02 |           99.9545 ‖
‖       153 | 134752 |              10273 |   2.984e-02 |           99.9544 ‖
‖       154 | 135684 |              10354 |   2.982e-02 |           99.9546 ‖
‖       155 | 136579 |              10467 |   2.977e-02 |           99.9545 ‖
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‖       157 | 138246 |              10808 |   2.971e-02 |           99.9544 ‖
‖       158 | 139030 |              11022 |   2.968e-02 |           99.9545 ‖
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‖       160 | 140210 |              11816 |   2.967e-02 |           99.9545 ‖
‖       161 | 140684 |              12314 |   2.966e-02 |           99.9545 ‖
‖       162 | 141179 |              12801 |   2.965e-02 |           99.9545 ‖
‖       163 | 141868 |              13094 |   2.966e-02 |           99.9546 ‖
‖       164 | 142739 |              13218 |   2.963e-02 |           99.9545 ‖
‖       165 | 143687 |              13287 |   2.958e-02 |           99.9545 ‖
‖       166 | 144620 |              13365 |   2.955e-02 |           99.9545 ‖
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‖       168 | 146574 |              13446 |   2.944e-02 |           99.9545 ‖
‖       169 | 147558 |              13479 |   2.941e-02 |           99.9545 ‖
‖       170 | 148534 |              13523 |   2.936e-02 |           99.9545 ‖
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‖       172 | 150379 |              13710 |   2.930e-02 |           99.9545 ‖
‖       173 | 151254 |              13850 |   2.926e-02 |           99.9545 ‖
‖       174 | 152136 |              13982 |   2.922e-02 |           99.9545 ‖
‖       175 | 152922 |              14188 |   2.921e-02 |           99.9545 ‖
‖       176 | 153709 |              14404 |   2.916e-02 |           99.9545 ‖
‖       177 | 154442 |              14672 |   2.912e-02 |           99.9544 ‖
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‖       179 | 155968 |              15117 |   2.905e-02 |           99.9545 ‖
‖       180 | 156749 |              15313 |   2.902e-02 |           99.9545 ‖
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‖       182 | 158502 |              15563 |   2.896e-02 |           99.9545 ‖
‖       183 | 159356 |              15715 |   2.892e-02 |           99.9545 ‖
‖       184 | 160205 |              15873 |   2.891e-02 |           99.9545 ‖
‖       185 | 161041 |              16048 |   2.887e-02 |           99.9546 ‖
‖       186 | 161934 |              16168 |   2.882e-02 |           99.9545 ‖
‖       187 | 162788 |              16321 |   2.878e-02 |           99.9545 ‖
‖       188 | 163615 |              16505 |   2.873e-02 |           99.9545 ‖
‖       189 | 164395 |              16716 |   2.869e-02 |           99.9545 ‖
‖       190 | 165194 |              16900 |   2.868e-02 |           99.9545 ‖
‖       191 | 166034 |              17053 |   2.864e-02 |           99.9545 ‖
‖       192 | 166904 |              17184 |   2.860e-02 |           99.9545 ‖
‖       193 | 167867 |              17236 |   2.858e-02 |           99.9545 ‖
‖       194 | 168821 |              17299 |   2.853e-02 |           99.9544 ‖
‖       195 | 169740 |              17392 |   2.848e-02 |           99.9545 ‖
‖       196 | 170652 |              17476 |   2.844e-02 |           99.9545 ‖
‖       197 | 171464 |              17659 |   2.840e-02 |           99.9545 ‖
‖       198 | 172304 |              17814 |   2.836e-02 |           99.9545 ‖
‖       199 | 173175 |              17936 |   2.835e-02 |           99.9545 ‖
‖       200 | 173977 |              18138 |   2.831e-02 |           99.9545 ‖
‖       201 | 174780 |              18328 |   2.829e-02 |           99.9546 ‖
‖       202 | 175618 |              18486 |   2.829e-02 |           99.9546 ‖
‖       203 | 176287 |              18797 |   2.825e-02 |           99.9545 ‖
‖       204 | 177040 |              19022 |   2.822e-02 |           99.9545 ‖
‖       205 | 177875 |              19184 |   2.821e-02 |           99.9545 ‖
‖       206 | 178568 |              19493 |   2.817e-02 |           99.9545 ‖
‖       207 | 179286 |              19731 |   2.816e-02 |           99.9546 ‖
‖       208 | 180033 |              19979 |   2.816e-02 |           99.9545 ‖
‖       209 | 180655 |              20339 |   2.812e-02 |           99.9545 ‖
‖       210 | 181195 |              20731 |   2.813e-02 |           99.9545 ‖
‖       211 | 181799 |              21109 |   2.814e-02 |           99.9545 ‖
‖       212 | 182297 |              21580 |   2.811e-02 |           99.9544 ‖
‖       213 | 182772 |              22055 |   2.811e-02 |           99.9545 ‖
‖       214 | 183258 |              22518 |   2.813e-02 |           99.9546 ‖
‖       215 | 183611 |              23127 |   2.811e-02 |           99.9545 ‖
‖       216 | 184054 |              23618 |   2.813e-02 |           99.9545 ‖
‖       217 | 184615 |              24027 |   2.814e-02 |           99.9545 ‖
‖       218 | 185014 |              24593 |   2.812e-02 |           99.9544 ‖
‖       219 | 185526 |              25023 |   2.813e-02 |           99.9545 ‖
‖       220 | 186105 |              25427 |   2.815e-02 |           99.9545 ‖
‖       221 | 186323 |              26165 |   2.813e-02 |           99.9545 ‖
‖       222 | 186687 |              26714 |   2.814e-02 |           99.9545 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.995 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5239.vnnlib: unknown
--- Verification time: 20.0110 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (415/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_761.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_761.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_761.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.551e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_761.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (416/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4107.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4107.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4107.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.817e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4107.vnnlib: unsat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (417/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5042.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5042.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5042.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.621e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.532e-02 |           89.7173 ‖
‖         3 |      3 |                  1 |   2.475e-02 |           61.2727 ‖
‖         4 |      5 |                  2 |   2.405e-02 |           50.4056 ‖
‖         5 |      8 |                  4 |   2.346e-02 |           41.5451 ‖
‖         6 |     14 |                  6 |   2.248e-02 |           32.2156 ‖
‖         7 |     19 |                 13 |   2.236e-02 |           27.3040 ‖
‖         8 |     32 |                 18 |   2.226e-02 |           21.6803 ‖
‖         9 |     47 |                 34 |   2.209e-02 |           16.8569 ‖
‖        10 |     74 |                 54 |   2.074e-02 |           11.6168 ‖
‖        11 |    100 |                 96 |   2.104e-02 |            7.9790 ‖
‖        12 |    133 |                155 |   2.063e-02 |            5.2777 ‖
‖        13 |    173 |                241 |   2.036e-02 |            3.5767 ‖
‖        14 |    233 |                350 |   1.991e-02 |            2.4948 ‖
‖        15 |    312 |                491 |   1.949e-02 |            1.5649 ‖
‖        16 |    372 |                719 |   1.903e-02 |            0.8895 ‖
‖        17 |    379 |               1061 |   1.813e-02 |            0.4107 ‖
‖        18 |    361 |               1410 |   1.835e-02 |            0.2680 ‖
‖        19 |    375 |               1736 |   1.817e-02 |            0.1577 ‖
‖        20 |    344 |               2127 |   1.724e-02 |            0.0000 ‖
‖        21 |    320 |               2457 |   1.608e-02 |            0.0000 ‖
‖        22 |    240 |               2789 |   1.525e-02 |            0.0000 ‖
‖        23 |    163 |               3041 |   1.552e-02 |            0.0000 ‖
‖        24 |    124 |               3210 |   1.537e-02 |            0.0000 ‖
‖        25 |     97 |               3338 |   1.487e-02 |            0.0000 ‖
‖        26 |     78 |               3437 |   1.442e-02 |            0.0000 ‖
‖        27 |     48 |               3528 |   1.462e-02 |            0.0000 ‖
‖        28 |     31 |               3584 |   1.420e-02 |            0.0000 ‖
‖        29 |     20 |               3621 |   1.163e-02 |            0.0000 ‖
‖        30 |     13 |               3640 |   1.200e-02 |            0.0000 ‖
‖        31 |      5 |               3656 |   1.367e-02 |            0.0000 ‖
‖        32 |      3 |               3663 |   1.185e-02 |            0.0000 ‖
‖        33 |      2 |               3666 |   1.194e-02 |            0.0000 ‖
‖        34 |      1 |               3668 |   1.254e-02 |            0.0000 ‖
‖        35 |      0 |               3670 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.366 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5042.vnnlib: unsat
--- Verification time: 1.3772 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (418/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3990.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3990.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3990.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.194e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3990.vnnlib: sat
--- Verification time: 0.0172 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (419/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5381.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5381.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5381.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.366e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5381.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (420/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2037.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2037.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2037.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.942e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.684e-02 |           41.5919 ‖
‖         3 |      2 |                  2 |   3.768e-02 |           36.8281 ‖
‖         4 |      4 |                  2 |   3.654e-02 |           36.8224 ‖
‖         5 |      7 |                  3 |   3.565e-02 |           29.6649 ‖
‖         6 |     11 |                  6 |   3.480e-02 |           23.7871 ‖
‖         7 |     16 |                 12 |   3.451e-02 |           18.0817 ‖
‖         8 |     21 |                 23 |   3.373e-02 |           11.1756 ‖
‖         9 |     26 |                 39 |   3.125e-02 |            6.1346 ‖
‖        10 |     24 |                 64 |   3.040e-02 |            2.6425 ‖
‖        11 |     20 |                 88 |   3.019e-02 |            1.2606 ‖
‖        12 |     16 |                111 |   2.897e-02 |            0.3812 ‖
‖        13 |     13 |                126 |   2.870e-02 |            0.1255 ‖
‖        14 |      7 |                140 |   2.780e-02 |            0.0445 ‖
‖        15 |      5 |                147 |   2.067e-02 |            0.0060 ‖
‖        16 |      1 |                154 |   2.889e-02 |            0.0021 ‖
‖        17 |      1 |                155 |   2.672e-02 |            0.0001 ‖
‖        18 |      0 |                157 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.435 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2037.vnnlib: unsat
--- Verification time: 0.4463 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (421/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4619.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4619.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4619.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.869e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.797e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.690e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.619e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.550e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.476e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.404e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.336e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.264e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.195e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.123e-02 |           99.9996 ‖
‖        12 |   2048 |                  0 |   3.062e-02 |          100.0001 ‖
‖        13 |   3072 |                  0 |   3.021e-02 |           99.9894 ‖
‖        14 |   4096 |                  0 |   2.993e-02 |           99.9891 ‖
‖        15 |   5120 |                  0 |   2.971e-02 |           99.9880 ‖
‖        16 |   6140 |                  4 |   2.943e-02 |           99.9045 ‖
‖        17 |   7164 |                  4 |   2.915e-02 |           99.9047 ‖
‖        18 |   8188 |                  4 |   2.889e-02 |           99.9045 ‖
‖        19 |   9212 |                  4 |   2.872e-02 |           99.9044 ‖
‖        20 |  10236 |                  4 |   2.861e-02 |           99.9044 ‖
‖        21 |  11260 |                  4 |   2.849e-02 |           99.9042 ‖
‖        22 |  12284 |                  4 |   2.840e-02 |           99.9044 ‖
‖        23 |  13308 |                  4 |   2.832e-02 |           99.9040 ‖
‖        24 |  14332 |                  4 |   2.817e-02 |           99.9042 ‖
‖        25 |  15303 |                 56 |   2.808e-02 |           99.4608 ‖
‖        26 |  16315 |                 62 |   2.799e-02 |           99.4609 ‖
‖        27 |  17337 |                 63 |   2.786e-02 |           99.4608 ‖
‖        28 |  18361 |                 63 |   2.777e-02 |           99.4606 ‖
‖        29 |  19385 |                 63 |   2.769e-02 |           99.4604 ‖
‖        30 |  20409 |                 63 |   2.761e-02 |           99.4605 ‖
‖        31 |  21433 |                 63 |   2.749e-02 |           99.4609 ‖
‖        32 |  22457 |                 63 |   2.742e-02 |           99.4611 ‖
‖        33 |  23481 |                 63 |   2.741e-02 |           99.4611 ‖
‖        34 |  24505 |                 63 |   2.737e-02 |           99.4612 ‖
‖        35 |  25529 |                 63 |   2.734e-02 |           99.4613 ‖
‖        36 |  26553 |                 63 |   2.730e-02 |           99.4611 ‖
‖        37 |  27576 |                 64 |   2.723e-02 |           99.4608 ‖
‖        38 |  28600 |                 64 |   2.721e-02 |           99.4601 ‖
‖        39 |  29624 |                 64 |   2.717e-02 |           99.4602 ‖
‖        40 |  30648 |                 64 |   2.710e-02 |           99.4600 ‖
‖        41 |  31672 |                 64 |   2.704e-02 |           99.4598 ‖
‖        42 |  32696 |                 64 |   2.698e-02 |           99.4596 ‖
‖        43 |  33720 |                 64 |   2.691e-02 |           99.4598 ‖
‖        44 |  34741 |                 67 |   2.687e-02 |           99.4595 ‖
‖        45 |  35765 |                 67 |   2.682e-02 |           99.4597 ‖
‖        46 |  36789 |                 67 |   2.674e-02 |           99.4598 ‖
‖        47 |  37813 |                 67 |   2.671e-02 |           99.4607 ‖
‖        48 |  38836 |                 68 |   2.667e-02 |           99.4614 ‖
‖        49 |  39860 |                 68 |   2.659e-02 |           99.4616 ‖
‖        50 |  40884 |                 68 |   2.652e-02 |           99.4617 ‖
‖        51 |  41900 |                 74 |   2.645e-02 |           99.4534 ‖
‖        52 |  42666 |                331 |   2.640e-02 |           98.4988 ‖
‖        53 |  43594 |                406 |   2.634e-02 |           98.2794 ‖
‖        54 |  44594 |                419 |   2.624e-02 |           98.2597 ‖
‖        55 |  45602 |                434 |   2.614e-02 |           98.1737 ‖
‖        56 |  46618 |                441 |   2.604e-02 |           98.1551 ‖
‖        57 |  47632 |                451 |   2.594e-02 |           98.1551 ‖
‖        58 |  48630 |                475 |   2.582e-02 |           98.1551 ‖
‖        59 |  49594 |                530 |   2.571e-02 |           98.1543 ‖
‖        60 |  50475 |                665 |   2.562e-02 |           98.1404 ‖
‖        61 |  51203 |                942 |   2.557e-02 |           98.1202 ‖
‖        62 |  51742 |               1405 |   2.556e-02 |           98.1201 ‖
‖        63 |  52202 |               1925 |   2.557e-02 |           98.1204 ‖
‖        64 |  52739 |               2352 |   2.559e-02 |           98.1206 ‖
‖        65 |  53439 |               2634 |   2.560e-02 |           98.1180 ‖
‖        66 |  54341 |               2740 |   2.558e-02 |           98.1122 ‖
‖        67 |  55294 |               2803 |   2.551e-02 |           98.1102 ‖
‖        68 |  56246 |               2870 |   2.543e-02 |           98.1099 ‖
‖        69 |  57223 |               2901 |   2.534e-02 |           98.1099 ‖
‖        70 |  58189 |               2950 |   2.523e-02 |           98.1101 ‖
‖        71 |  58883 |               3265 |   2.518e-02 |           98.1101 ‖
‖        72 |  59418 |               3693 |   2.518e-02 |           98.1099 ‖
‖        73 |  60015 |               4065 |   2.518e-02 |           98.1086 ‖
‖        74 |  60646 |               4430 |   2.520e-02 |           98.1077 ‖
‖        75 |  61580 |               4503 |   2.520e-02 |           98.1076 ‖
‖        76 |  62560 |               4540 |   2.521e-02 |           98.1076 ‖
‖        77 |  63557 |               4560 |   2.522e-02 |           98.1074 ‖
‖        78 |  64581 |               4560 |   2.523e-02 |           98.1067 ‖
‖        79 |  65605 |               4560 |   2.523e-02 |           98.1046 ‖
‖        80 |  66629 |               4560 |   2.523e-02 |           98.1044 ‖
‖        81 |  67653 |               4560 |   2.523e-02 |           98.1040 ‖
‖        82 |  68677 |               4560 |   2.523e-02 |           98.1039 ‖
‖        83 |  69701 |               4560 |   2.523e-02 |           98.1034 ‖
‖        84 |  70723 |               4562 |   2.521e-02 |           98.1034 ‖
‖        85 |  71739 |               4570 |   2.519e-02 |           98.1036 ‖
‖        86 |  72741 |               4592 |   2.517e-02 |           98.1035 ‖
‖        87 |  73726 |               4629 |   2.515e-02 |           98.1032 ‖
‖        88 |  74716 |               4660 |   2.512e-02 |           98.1031 ‖
‖        89 |  75700 |               4699 |   2.508e-02 |           98.1030 ‖
‖        90 |  76715 |               4708 |   2.506e-02 |           98.1031 ‖
‖        91 |  77724 |               4722 |   2.503e-02 |           98.1030 ‖
‖        92 |  78719 |               4750 |   2.501e-02 |           98.1030 ‖
‖        93 |  79677 |               4814 |   2.499e-02 |           98.1033 ‖
‖        94 |  80695 |               4819 |   2.496e-02 |           98.1034 ‖
‖        95 |  81715 |               4823 |   2.493e-02 |           98.1034 ‖
‖        96 |  82739 |               4823 |   2.490e-02 |           98.1036 ‖
‖        97 |  83763 |               4823 |   2.486e-02 |           98.1039 ‖
‖        98 |  84785 |               4825 |   2.481e-02 |           98.1040 ‖
‖        99 |  85801 |               4833 |   2.476e-02 |           98.1041 ‖
‖       100 |  86765 |               4885 |   2.471e-02 |           98.1044 ‖
‖       101 |  87698 |               4969 |   2.466e-02 |           98.1046 ‖
‖       102 |  88595 |               5081 |   2.462e-02 |           98.1048 ‖
‖       103 |  89483 |               5201 |   2.458e-02 |           98.1051 ‖
‖       104 |  90376 |               5319 |   2.454e-02 |           98.1050 ‖
‖       105 |  91233 |               5459 |   2.450e-02 |           98.1050 ‖
‖       106 |  91994 |               5695 |   2.447e-02 |           98.1050 ‖
‖       107 |  92559 |               6102 |   2.446e-02 |           98.1048 ‖
‖       108 |  92855 |               6773 |   2.448e-02 |           98.1049 ‖
‖       109 |  93449 |               7140 |   2.450e-02 |           98.1050 ‖
‖       110 |  94435 |               7170 |   2.452e-02 |           98.1044 ‖
‖       111 |  95459 |               7170 |   2.453e-02 |           98.1043 ‖
‖       112 |  96482 |               7171 |   2.453e-02 |           98.1039 ‖
‖       113 |  97504 |               7173 |   2.454e-02 |           98.1036 ‖
‖       114 |  98527 |               7174 |   2.455e-02 |           98.1036 ‖
‖       115 |  99544 |               7181 |   2.454e-02 |           98.1037 ‖
‖       116 | 100536 |               7212 |   2.452e-02 |           98.1036 ‖
‖       117 | 101555 |               7215 |   2.450e-02 |           98.1035 ‖
‖       118 | 102577 |               7217 |   2.446e-02 |           98.1034 ‖
‖       119 | 103599 |               7219 |   2.443e-02 |           98.1035 ‖
‖       120 | 104599 |               7238 |   2.440e-02 |           98.1035 ‖
‖       121 | 105591 |               7262 |   2.435e-02 |           98.1036 ‖
‖       122 | 106554 |               7315 |   2.432e-02 |           98.1035 ‖
‖       123 | 107422 |               7453 |   2.429e-02 |           98.1034 ‖
‖       124 | 108230 |               7649 |   2.426e-02 |           98.1034 ‖
‖       125 | 108870 |               7988 |   2.425e-02 |           98.1035 ‖
‖       126 | 109371 |               8460 |   2.424e-02 |           98.1036 ‖
‖       127 | 109763 |               9048 |   2.425e-02 |           98.1034 ‖
‖       128 | 110293 |               9484 |   2.426e-02 |           98.1034 ‖
‖       129 | 111077 |               9689 |   2.426e-02 |           98.1035 ‖
‖       130 | 112037 |               9744 |   2.426e-02 |           98.1035 ‖
‖       131 | 113045 |               9760 |   2.422e-02 |           98.1034 ‖
‖       132 | 113975 |               9845 |   2.420e-02 |           98.0241 ‖
‖       133 | 114471 |              10367 |   2.418e-02 |           97.1507 ‖
‖       134 | 115331 |              10511 |   2.416e-02 |           97.0159 ‖
‖       135 | 116045 |              10800 |   2.413e-02 |           96.7019 ‖
‖       136 | 116672 |              11181 |   2.411e-02 |           96.4181 ‖
‖       137 | 117344 |              11510 |   2.410e-02 |           96.3536 ‖
‖       138 | 118006 |              11834 |   2.408e-02 |           96.3135 ‖
‖       139 | 118695 |              12128 |   2.407e-02 |           96.2631 ‖
‖       140 | 119510 |              12312 |   2.404e-02 |           96.2629 ‖
‖       141 | 120229 |              12602 |   2.401e-02 |           95.9937 ‖
‖       142 | 121054 |              12790 |   2.398e-02 |           95.8265 ‖
‖       143 | 121952 |              12901 |   2.393e-02 |           95.8158 ‖
‖       144 | 122849 |              13020 |   2.390e-02 |           95.6862 ‖
‖       145 | 123741 |              13143 |   2.387e-02 |           95.6236 ‖
‖       146 | 124572 |              13325 |   2.382e-02 |           95.6222 ‖
‖       147 | 125436 |              13464 |   2.378e-02 |           95.5822 ‖
‖       148 | 126276 |              13632 |   2.376e-02 |           95.5677 ‖
‖       149 | 126777 |              14137 |   2.373e-02 |           95.5677 ‖
‖       150 | 127298 |              14595 |   2.372e-02 |           95.5645 ‖
‖       151 | 127745 |              15096 |   2.373e-02 |           95.5627 ‖
‖       152 | 128022 |              15780 |   2.372e-02 |           95.5627 ‖
‖       153 | 128382 |              16380 |   2.373e-02 |           95.5378 ‖
‖       154 | 128825 |              16901 |   2.375e-02 |           95.5291 ‖
‖       155 | 129236 |              17460 |   2.375e-02 |           95.5249 ‖
‖       156 | 129646 |              18015 |   2.376e-02 |           95.4958 ‖
‖       157 | 130235 |              18400 |   2.375e-02 |           95.4751 ‖
‖       158 | 130747 |              18881 |   2.374e-02 |           95.4318 ‖
‖       159 | 131357 |              19263 |   2.373e-02 |           95.3048 ‖
‖       160 | 131927 |              19669 |   2.372e-02 |           95.2904 ‖
‖       161 | 132687 |              19904 |   2.370e-02 |           95.2328 ‖
‖       162 | 133405 |              20187 |   2.369e-02 |           95.2148 ‖
‖       163 | 133956 |              20624 |   2.369e-02 |           95.2051 ‖
‖       164 | 134381 |              21172 |   2.370e-02 |           95.1997 ‖
‖       165 | 135044 |              21482 |   2.370e-02 |           95.1948 ‖
‖       166 | 135674 |              21837 |   2.370e-02 |           95.1685 ‖
‖       167 | 136429 |              22081 |   2.371e-02 |           95.1246 ‖
‖       168 | 137168 |              22351 |   2.371e-02 |           95.0683 ‖
‖       169 | 137913 |              22593 |   2.371e-02 |           95.0492 ‖
‖       170 | 138749 |              22758 |   2.372e-02 |           95.0288 ‖
‖       171 | 139604 |              22910 |   2.372e-02 |           95.0083 ‖
‖       172 | 140513 |              23013 |   2.372e-02 |           95.0002 ‖
‖       173 | 141471 |              23073 |   2.372e-02 |           94.9853 ‖
‖       174 | 142425 |              23142 |   2.372e-02 |           94.9765 ‖
‖       175 | 143329 |              23253 |   2.371e-02 |           94.9565 ‖
‖       176 | 144322 |              23278 |   2.371e-02 |           94.9522 ‖
‖       177 | 145041 |              23580 |   2.369e-02 |           94.9519 ‖
‖       178 | 145363 |              24222 |   2.371e-02 |           94.9499 ‖
‖       179 | 145867 |              24671 |   2.373e-02 |           94.9483 ‖
‖       180 | 146427 |              25105 |   2.373e-02 |           94.9471 ‖
‖       181 | 146765 |              25718 |   2.374e-02 |           94.9472 ‖
‖       182 | 147338 |              26113 |   2.375e-02 |           94.9472 ‖
‖       183 | 147882 |              26520 |   2.375e-02 |           94.9471 ‖
‖       184 | 148555 |              26836 |   2.374e-02 |           94.9472 ‖
‖       185 | 149264 |              27109 |   2.373e-02 |           94.9436 ‖
‖       186 | 150062 |              27295 |   2.373e-02 |           94.9431 ‖
‖       187 | 150887 |              27478 |   2.372e-02 |           94.9424 ‖
‖       188 | 151681 |              27677 |   2.372e-02 |           94.9413 ‖
‖       189 | 152516 |              27846 |   2.371e-02 |           94.9399 ‖
‖       190 | 153454 |              27916 |   2.370e-02 |           94.9380 ‖
‖       191 | 154409 |              27980 |   2.369e-02 |           94.9372 ‖
‖       192 | 155386 |              28024 |   2.369e-02 |           94.9369 ‖
‖       193 | 156393 |              28038 |   2.368e-02 |           94.9368 ‖
‖       194 | 157397 |              28055 |   2.367e-02 |           94.9366 ‖
‖       195 | 158409 |              28066 |   2.366e-02 |           94.9364 ‖
‖       196 | 159421 |              28076 |   2.365e-02 |           94.9363 ‖
‖       197 | 160440 |              28080 |   2.364e-02 |           94.9364 ‖
‖       198 | 161456 |              28086 |   2.363e-02 |           94.9364 ‖
‖       199 | 162479 |              28087 |   2.362e-02 |           94.9364 ‖
‖       200 | 163492 |              28098 |   2.360e-02 |           94.9363 ‖
‖       201 | 164498 |              28113 |   2.359e-02 |           94.9363 ‖
‖       202 | 165457 |              28174 |   2.357e-02 |           94.9364 ‖
‖       203 | 166321 |              28322 |   2.356e-02 |           94.9364 ‖
‖       204 | 167156 |              28493 |   2.354e-02 |           94.9364 ‖
‖       205 | 167913 |              28729 |   2.353e-02 |           94.9183 ‖
‖       206 | 168544 |              29080 |   2.353e-02 |           94.8784 ‖
‖       207 | 169072 |              29525 |   2.353e-02 |           94.8783 ‖
‖       208 | 169477 |              30083 |   2.354e-02 |           94.8665 ‖
‖       209 | 169946 |              30580 |   2.355e-02 |           94.8611 ‖
‖       210 | 170609 |              30898 |   2.357e-02 |           94.8583 ‖
‖       211 | 171489 |              31023 |   2.357e-02 |           94.8488 ‖
‖       212 | 172408 |              31120 |   2.357e-02 |           94.8365 ‖
‖       213 | 173403 |              31146 |   2.357e-02 |           94.8363 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.994 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4619.vnnlib: unknown
--- Verification time: 20.0119 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (422/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5502.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5502.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5502.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.035e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.855e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.731e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.641e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.498e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.347e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.172e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.031e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.912e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.817e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.716e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.627e-02 |          100.0005 ‖
‖        13 |   3072 |                  0 |   4.552e-02 |          100.0007 ‖
‖        14 |   4096 |                  0 |   4.503e-02 |          100.0000 ‖
‖        15 |   5120 |                  0 |   4.465e-02 |           99.9994 ‖
‖        16 |   6144 |                  0 |   4.423e-02 |           99.9995 ‖
‖        17 |   7168 |                  0 |   4.388e-02 |           99.9994 ‖
‖        18 |   8192 |                  0 |   4.357e-02 |           99.9991 ‖
‖        19 |   9216 |                  0 |   4.328e-02 |           99.9993 ‖
‖        20 |  10240 |                  0 |   4.300e-02 |           99.9994 ‖
‖        21 |  11264 |                  0 |   4.270e-02 |           99.9994 ‖
‖        22 |  12288 |                  0 |   4.244e-02 |           99.9989 ‖
‖        23 |  13312 |                  0 |   4.218e-02 |           99.9997 ‖
‖        24 |  14336 |                  0 |   4.188e-02 |           99.9991 ‖
‖        25 |  15360 |                  0 |   4.162e-02 |           99.9984 ‖
‖        26 |  16384 |                  0 |   4.136e-02 |           99.9986 ‖
‖        27 |  17408 |                  0 |   4.106e-02 |           99.9990 ‖
‖        28 |  18432 |                  0 |   4.081e-02 |           99.9990 ‖
‖        29 |  19456 |                  0 |   4.057e-02 |           99.9988 ‖
‖        30 |  20480 |                  0 |   4.027e-02 |           99.9990 ‖
‖        31 |  21504 |                  0 |   4.005e-02 |           99.9991 ‖
‖        32 |  22528 |                  0 |   3.982e-02 |           99.9996 ‖
‖        33 |  23552 |                  0 |   3.954e-02 |           99.9997 ‖
‖        34 |  24576 |                  0 |   3.934e-02 |          100.0004 ‖
‖        35 |  25600 |                  0 |   3.914e-02 |           99.9995 ‖
‖        36 |  26622 |                  2 |   3.887e-02 |           99.9995 ‖
‖        37 |  27646 |                  2 |   3.867e-02 |          100.0003 ‖
‖        38 |  28652 |                 19 |   3.849e-02 |          100.0009 ‖
‖        39 |  29601 |                 88 |   3.825e-02 |          100.0002 ‖
‖        40 |  30473 |                228 |   3.811e-02 |           99.9998 ‖
‖        41 |  31256 |                452 |   3.801e-02 |           99.9992 ‖
‖        42 |  32027 |                673 |   3.793e-02 |           99.9988 ‖
‖        43 |  32903 |                808 |   3.795e-02 |           99.9976 ‖
‖        44 |  33768 |                956 |   3.797e-02 |           99.9978 ‖
‖        45 |  34659 |               1080 |   3.790e-02 |           99.9983 ‖
‖        46 |  35625 |               1134 |   3.789e-02 |           99.9984 ‖
‖        47 |  36631 |               1149 |   3.787e-02 |           99.9982 ‖
‖        48 |  37649 |               1155 |   3.774e-02 |           99.9980 ‖
‖        49 |  38671 |               1157 |   3.767e-02 |           99.9987 ‖
‖        50 |  39695 |               1157 |   3.759e-02 |           99.9994 ‖
‖        51 |  40719 |               1157 |   3.745e-02 |           99.9999 ‖
‖        52 |  41743 |               1157 |   3.739e-02 |          100.0000 ‖
‖        53 |  42767 |               1157 |   3.733e-02 |          100.0003 ‖
‖        54 |  43788 |               1160 |   3.715e-02 |          100.0005 ‖
‖        55 |  44794 |               1178 |   3.708e-02 |          100.0005 ‖
‖        56 |  45744 |               1244 |   3.702e-02 |          100.0006 ‖
‖        57 |  46621 |               1383 |   3.687e-02 |          100.0007 ‖
‖        58 |  47410 |               1597 |   3.680e-02 |          100.0008 ‖
‖        59 |  48123 |               1892 |   3.675e-02 |          100.0011 ‖
‖        60 |  48730 |               2262 |   3.669e-02 |          100.0008 ‖
‖        61 |  49348 |               2639 |   3.672e-02 |          100.0014 ‖
‖        62 |  49956 |               2999 |   3.676e-02 |          100.0012 ‖
‖        63 |  50667 |               3269 |   3.667e-02 |          100.0016 ‖
‖        64 |  51510 |               3435 |   3.668e-02 |          100.0024 ‖
‖        65 |  52399 |               3558 |   3.666e-02 |          100.0024 ‖
‖        66 |  53341 |               3630 |   3.652e-02 |          100.0026 ‖
‖        67 |  54310 |               3682 |   3.642e-02 |          100.0028 ‖
‖        68 |  55302 |               3711 |   3.634e-02 |          100.0029 ‖
‖        69 |  56302 |               3734 |   3.623e-02 |          100.0031 ‖
‖        70 |  57258 |               3795 |   3.618e-02 |          100.0023 ‖
‖        71 |  58135 |               3935 |   3.612e-02 |          100.0020 ‖
‖        72 |  58878 |               4198 |   3.602e-02 |          100.0022 ‖
‖        73 |  59655 |               4429 |   3.598e-02 |          100.0021 ‖
‖        74 |  60411 |               4666 |   3.596e-02 |          100.0015 ‖
‖        75 |  61253 |               4824 |   3.592e-02 |          100.0012 ‖
‖        76 |  62226 |               4868 |   3.582e-02 |          100.0012 ‖
‖        77 |  63229 |               4888 |   3.575e-02 |          100.0012 ‖
‖        78 |  64200 |               4937 |   3.566e-02 |          100.0013 ‖
‖        79 |  65148 |               5008 |   3.563e-02 |          100.0020 ‖
‖        80 |  66059 |               5117 |   3.561e-02 |          100.0015 ‖
‖        81 |  66867 |               5322 |   3.548e-02 |          100.0015 ‖
‖        82 |  67656 |               5538 |   3.547e-02 |          100.0020 ‖
‖        83 |  68403 |               5774 |   3.547e-02 |          100.0025 ‖
‖        84 |  69107 |               6067 |   3.537e-02 |          100.0025 ‖
‖        85 |  69877 |               6296 |   3.529e-02 |          100.0022 ‖
‖        86 |  70637 |               6531 |   3.524e-02 |          100.0017 ‖
‖        87 |  71378 |               6788 |   3.520e-02 |          100.0012 ‖
‖        88 |  72113 |               7054 |   3.520e-02 |          100.0018 ‖
‖        89 |  72805 |               7354 |   3.522e-02 |          100.0017 ‖
‖        90 |  73478 |               7676 |   3.515e-02 |          100.0015 ‖
‖        91 |  74248 |               7896 |   3.515e-02 |          100.0006 ‖
‖        92 |  75069 |               8073 |   3.516e-02 |           99.9992 ‖
‖        93 |  75914 |               8230 |   3.510e-02 |           99.9995 ‖
‖        94 |  76706 |               8443 |   3.504e-02 |           99.9993 ‖
‖        95 |  77555 |               8606 |   3.501e-02 |           99.9991 ‖
‖        96 |  78456 |               8716 |   3.498e-02 |           99.9988 ‖
‖        97 |  79304 |               8879 |   3.495e-02 |           99.9991 ‖
‖        98 |  80279 |               8926 |   3.494e-02 |           99.9998 ‖
‖        99 |  81103 |               9117 |   3.489e-02 |          100.0003 ‖
‖       100 |  82012 |               9215 |   3.487e-02 |          100.0012 ‖
‖       101 |  82949 |               9297 |   3.484e-02 |          100.0022 ‖
‖       102 |  83671 |               9568 |   3.479e-02 |          100.0026 ‖
‖       103 |  84373 |               9872 |   3.477e-02 |          100.0030 ‖
‖       104 |  84971 |              10258 |   3.478e-02 |          100.0034 ‖
‖       105 |  85687 |              10529 |   3.482e-02 |          100.0040 ‖
‖       106 |  86434 |              10769 |   3.484e-02 |          100.0054 ‖
‖       107 |  87246 |              10943 |   3.487e-02 |          100.0057 ‖
‖       108 |  88199 |              11002 |   3.490e-02 |          100.0066 ‖
‖       109 |  89148 |              11067 |   3.489e-02 |          100.0003 ‖
‖       110 |  90130 |              11101 |   3.487e-02 |          100.0004 ‖
‖       111 |  91146 |              11107 |   3.485e-02 |          100.0004 ‖
‖       112 |  92160 |              11115 |   3.482e-02 |          100.0004 ‖
‖       113 |  93182 |              11116 |   3.483e-02 |          100.0003 ‖
‖       114 |  94202 |              11118 |   3.482e-02 |          100.0003 ‖
‖       115 |  95224 |              11119 |   3.479e-02 |          100.0003 ‖
‖       116 |  96245 |              11122 |   3.478e-02 |          100.0003 ‖
‖       117 |  97263 |              11127 |   3.476e-02 |          100.0003 ‖
‖       118 |  98285 |              11128 |   3.471e-02 |          100.0004 ‖
‖       119 |  99303 |              11134 |   3.466e-02 |          100.0004 ‖
‖       120 | 100318 |              11143 |   3.462e-02 |          100.0004 ‖
‖       121 | 101309 |              11170 |   3.457e-02 |          100.0003 ‖
‖       122 | 102259 |              11238 |   3.455e-02 |          100.0004 ‖
‖       123 | 103126 |              11378 |   3.453e-02 |          100.0004 ‖
‖       124 | 103891 |              11619 |   3.449e-02 |          100.0004 ‖
‖       125 | 104595 |              11912 |   3.448e-02 |          100.0004 ‖
‖       126 | 105217 |              12268 |   3.448e-02 |          100.0004 ‖
‖       127 | 105856 |              12616 |   3.445e-02 |          100.0004 ‖
‖       128 | 106509 |              12955 |   3.443e-02 |          100.0003 ‖
‖       129 | 107215 |              13239 |   3.442e-02 |          100.0003 ‖
‖       130 | 108080 |              13381 |   3.440e-02 |           99.9955 ‖
‖       131 | 108971 |              13495 |   3.441e-02 |           99.9946 ‖
‖       132 | 109809 |              13663 |   3.439e-02 |           99.9945 ‖
‖       133 | 110603 |              13875 |   3.436e-02 |           99.9945 ‖
‖       134 | 111366 |              14112 |   3.437e-02 |           99.9946 ‖
‖       135 | 112067 |              14397 |   3.435e-02 |           99.9947 ‖
‖       136 | 112755 |              14696 |   3.430e-02 |           99.9946 ‖
‖       137 | 113489 |              14952 |   3.426e-02 |           99.9946 ‖
‖       138 | 114237 |              15205 |   3.423e-02 |           99.9946 ‖
‖       139 | 114957 |              15479 |   3.421e-02 |           99.9946 ‖
‖       140 | 115708 |              15721 |   3.422e-02 |           99.9945 ‖
‖       141 | 116297 |              16128 |   3.420e-02 |           99.9946 ‖
‖       142 | 116733 |              16622 |   3.420e-02 |           99.9946 ‖
‖       143 | 117328 |              17002 |   3.422e-02 |           99.9947 ‖
‖       144 | 117764 |              17529 |   3.422e-02 |           99.9947 ‖
‖       145 | 118176 |              18075 |   3.419e-02 |           99.9945 ‖
‖       146 | 118681 |              18528 |   3.417e-02 |           99.9945 ‖
‖       147 | 119324 |              18877 |   3.415e-02 |           99.9946 ‖
‖       148 | 119916 |              19261 |   3.413e-02 |           99.9947 ‖
‖       149 | 120559 |              19604 |   3.414e-02 |           99.9946 ‖
‖       150 | 121099 |              20028 |   3.414e-02 |           99.9945 ‖
‖       151 | 121755 |              20369 |   3.413e-02 |           99.9946 ‖
‖       152 | 122599 |              20524 |   3.413e-02 |           99.9945 ‖
‖       153 | 123426 |              20693 |   3.411e-02 |           99.9946 ‖
‖       154 | 124402 |              20734 |   3.407e-02 |           99.9947 ‖
‖       155 | 125355 |              20803 |   3.406e-02 |           99.9946 ‖
‖       156 | 126273 |              20906 |   3.406e-02 |           99.9946 ‖
‖       157 | 127033 |              21148 |   3.405e-02 |           99.9946 ‖
‖       158 | 127671 |              21503 |   3.406e-02 |           99.9946 ‖
‖       159 | 128120 |              22019 |   3.406e-02 |           99.9946 ‖
‖       160 | 128624 |              22470 |   3.405e-02 |           99.9946 ‖
‖       161 | 129362 |              22713 |   3.402e-02 |           99.9946 ‖
‖       162 | 130326 |              22762 |   3.403e-02 |           99.9947 ‖
‖       163 | 131319 |              22788 |   3.403e-02 |           99.9946 ‖
‖       164 | 132319 |              22808 |   3.400e-02 |           99.9945 ‖
‖       165 | 133322 |              22829 |   3.400e-02 |           99.9947 ‖
‖       166 | 134306 |              22868 |   3.398e-02 |           99.9946 ‖
‖       167 | 135243 |              22952 |   3.392e-02 |           99.9946 ‖
‖       168 | 136144 |              23064 |   3.388e-02 |           99.9946 ‖
‖       169 | 137020 |              23206 |   3.383e-02 |           99.9945 ‖
‖       170 | 137861 |              23367 |   3.379e-02 |           99.9946 ‖
‖       171 | 138693 |              23547 |   3.376e-02 |           99.9947 ‖
‖       172 | 139450 |              23795 |   3.374e-02 |           99.9946 ‖
‖       173 | 140248 |              24001 |   3.370e-02 |           99.9945 ‖
‖       174 | 141123 |              24139 |   3.369e-02 |           99.9946 ‖
‖       175 | 141917 |              24347 |   3.367e-02 |           99.9946 ‖
‖       176 | 142711 |              24559 |   3.363e-02 |           99.9946 ‖
‖       177 | 143479 |              24789 |   3.362e-02 |           99.9946 ‖
‖       178 | 144101 |              25158 |   3.359e-02 |           99.9946 ‖
‖       179 | 144668 |              25574 |   3.358e-02 |           99.9946 ‖
‖       180 | 145343 |              25873 |   3.360e-02 |           99.9946 ‖
‖       181 | 145979 |              26225 |   3.358e-02 |           99.9946 ‖
‖       182 | 146637 |              26513 |   3.359e-02 |           99.9945 ‖
‖       183 | 147401 |              26731 |   3.358e-02 |           99.9946 ‖
‖       184 | 147935 |              27170 |   3.355e-02 |           99.9947 ‖
‖       185 | 148607 |              27475 |   3.353e-02 |           99.9946 ‖
‖       186 | 149147 |              27905 |   3.352e-02 |           99.9946 ‖
‖       187 | 149754 |              28282 |   3.351e-02 |           99.9944 ‖
‖       188 | 150543 |              28492 |   3.350e-02 |           99.9946 ‖
‖       189 | 151337 |              28708 |   3.348e-02 |           99.9946 ‖
‖       190 | 152137 |              28892 |   3.347e-02 |           99.9945 ‖
‖       191 | 152939 |              29093 |   3.346e-02 |           99.9946 ‖
‖       192 | 153560 |              29460 |   3.344e-02 |           99.9946 ‖
‖       193 | 154255 |              29748 |   3.345e-02 |           99.9945 ‖
‖       194 | 155024 |              29970 |   3.345e-02 |           99.9946 ‖
‖       195 | 155860 |              30143 |   3.343e-02 |           99.9945 ‖
‖       196 | 156697 |              30307 |   3.343e-02 |           99.9946 ‖
‖       197 | 157563 |              30456 |   3.341e-02 |           99.9947 ‖
‖       198 | 158435 |              30598 |   3.339e-02 |           99.9946 ‖
‖       199 | 159288 |              30748 |   3.338e-02 |           99.9945 ‖
‖       200 | 160037 |              31003 |   3.336e-02 |           99.9946 ‖
‖       201 | 160775 |              31267 |   3.335e-02 |           99.9946 ‖
‖       202 | 161540 |              31508 |   3.335e-02 |           99.9946 ‖
‖       203 | 162293 |              31765 |   3.335e-02 |           99.9947 ‖
‖       204 | 163016 |              32040 |   3.336e-02 |           99.9946 ‖
‖       205 | 163627 |              32422 |   3.334e-02 |           99.9944 ‖
‖       206 | 164163 |              32850 |   3.335e-02 |           99.9945 ‖
‖       207 | 164779 |              33208 |   3.336e-02 |           99.9946 ‖
‖       208 | 165310 |              33628 |   3.335e-02 |           99.9947 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.054 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5502.vnnlib: unknown
--- Verification time: 20.0676 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (423/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.596e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4328.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (424/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2592.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2592.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2592.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.301e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2592.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (425/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5865.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5865.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5865.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.625e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5865.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (426/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3688.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3688.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3688.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.786e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.523e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.391e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.260e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.137e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.994e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.095 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3688.vnnlib: sat
--- Verification time: 0.1060 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (427/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3353.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3353.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3353.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.554e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.495e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.424e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.323e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.229e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.131e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.037e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   2.996e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   2.951e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   2.903e-02 |           99.9999 ‖
‖        11 |   1022 |                  2 |   2.834e-02 |           99.7987 ‖
‖        12 |   2029 |                 17 |   2.769e-02 |           98.8158 ‖
‖        13 |   2979 |                 88 |   2.724e-02 |           96.6672 ‖
‖        14 |   4001 |                 89 |   2.696e-02 |           96.6674 ‖
‖        15 |   5002 |                111 |   2.671e-02 |           96.3738 ‖
‖        16 |   5804 |                330 |   2.638e-02 |           92.8672 ‖
‖        17 |   6807 |                342 |   2.616e-02 |           92.7453 ‖
‖        18 |   7830 |                343 |   2.595e-02 |           92.7111 ‖
‖        19 |   8854 |                343 |   2.577e-02 |           92.7072 ‖
‖        20 |   9878 |                343 |   2.558e-02 |           92.7067 ‖
‖        21 |  10878 |                362 |   2.539e-02 |           92.6196 ‖
‖        22 |  11902 |                362 |   2.522e-02 |           92.6198 ‖
‖        23 |  12926 |                362 |   2.504e-02 |           92.6208 ‖
‖        24 |  13790 |                514 |   2.485e-02 |           91.6601 ‖
‖        25 |  14392 |                927 |   2.461e-02 |           88.7428 ‖
‖        26 |  15260 |               1041 |   2.442e-02 |           88.2203 ‖
‖        27 |  16142 |               1182 |   2.422e-02 |           87.0795 ‖
‖        28 |  17126 |               1221 |   2.407e-02 |           86.6501 ‖
‖        29 |  18147 |               1224 |   2.390e-02 |           86.6502 ‖
‖        30 |  19132 |               1261 |   2.375e-02 |           86.3897 ‖
‖        31 |  20125 |               1289 |   2.363e-02 |           86.3898 ‖
‖        32 |  21024 |               1405 |   2.349e-02 |           86.3897 ‖
‖        33 |  21847 |               1598 |   2.344e-02 |           86.1239 ‖
‖        34 |  22812 |               1650 |   2.343e-02 |           86.0472 ‖
‖        35 |  23799 |               1682 |   2.338e-02 |           86.0455 ‖
‖        36 |  24820 |               1685 |   2.335e-02 |           86.0090 ‖
‖        37 |  25844 |               1685 |   2.333e-02 |           86.0078 ‖
‖        38 |  26847 |               1704 |   2.326e-02 |           86.0079 ‖
‖        39 |  27826 |               1747 |   2.320e-02 |           85.9809 ‖
‖        40 |  28794 |               1799 |   2.317e-02 |           85.9816 ‖
‖        41 |  29746 |               1865 |   2.308e-02 |           85.9817 ‖
‖        42 |  30686 |               1943 |   2.304e-02 |           85.9820 ‖
‖        43 |  31623 |               2023 |   2.302e-02 |           85.9826 ‖
‖        44 |  32539 |               2125 |   2.295e-02 |           85.9821 ‖
‖        45 |  33468 |               2220 |   2.291e-02 |           85.9817 ‖
‖        46 |  34370 |               2341 |   2.289e-02 |           85.9806 ‖
‖        47 |  35267 |               2464 |   2.281e-02 |           85.9801 ‖
‖        48 |  36033 |               2698 |   2.275e-02 |           85.7223 ‖
‖        49 |  36940 |               2806 |   2.272e-02 |           85.7221 ‖
‖        50 |  37825 |               2932 |   2.264e-02 |           85.7219 ‖
‖        51 |  38296 |               3465 |   2.256e-02 |           84.2652 ‖
‖        52 |  38967 |               3745 |   2.248e-02 |           83.8584 ‖
‖        53 |  39710 |               4004 |   2.240e-02 |           83.3111 ‖
‖        54 |  40597 |               4138 |   2.236e-02 |           83.3111 ‖
‖        55 |  41412 |               4331 |   2.229e-02 |           83.3112 ‖
‖        56 |  42084 |               4672 |   2.222e-02 |           82.6144 ‖
‖        57 |  42695 |               5050 |   2.217e-02 |           81.8240 ‖
‖        58 |  43543 |               5212 |   2.212e-02 |           81.8237 ‖
‖        59 |  44164 |               5612 |   2.206e-02 |           80.8156 ‖
‖        60 |  44765 |               6024 |   2.204e-02 |           80.0409 ‖
‖        61 |  45347 |               6401 |   2.200e-02 |           80.0273 ‖
‖        62 |  46066 |               6684 |   2.200e-02 |           80.0264 ‖
‖        63 |  46809 |               6951 |   2.199e-02 |           80.0251 ‖
‖        64 |  47459 |               7310 |   2.194e-02 |           79.9219 ‖
‖        65 |  48020 |               7742 |   2.192e-02 |           79.3421 ‖
‖        66 |  48702 |               8064 |   2.193e-02 |           79.3413 ‖
‖        67 |  49387 |               8395 |   2.188e-02 |           79.3406 ‖
‖        68 |  50251 |               8536 |   2.187e-02 |           79.3401 ‖
‖        69 |  51127 |               8674 |   2.189e-02 |           79.3399 ‖
‖        70 |  51833 |               8974 |   2.185e-02 |           79.3394 ‖
‖        71 |  52662 |               9138 |   2.185e-02 |           79.3392 ‖
‖        72 |  53570 |               9247 |   2.183e-02 |           79.3388 ‖
‖        73 |  54118 |               9710 |   2.181e-02 |           78.6121 ‖
‖        74 |  54744 |              10086 |   2.178e-02 |           78.2003 ‖
‖        75 |  55238 |              10533 |   2.177e-02 |           77.9118 ‖
‖        76 |  55953 |              10822 |   2.177e-02 |           77.4531 ‖
‖        77 |  56763 |              11018 |   2.178e-02 |           77.3119 ‖
‖        78 |  57588 |              11204 |   2.177e-02 |           77.1972 ‖
‖        79 |  58498 |              11310 |   2.176e-02 |           77.1849 ‖
‖        80 |  59400 |              11425 |   2.173e-02 |           77.1841 ‖
‖        81 |  60222 |              11615 |   2.172e-02 |           76.9058 ‖
‖        82 |  61073 |              11775 |   2.173e-02 |           76.7614 ‖
‖        83 |  61955 |              11907 |   2.170e-02 |           76.7608 ‖
‖        84 |  62801 |              12071 |   2.169e-02 |           76.6908 ‖
‖        85 |  63708 |              12176 |   2.170e-02 |           76.6548 ‖
‖        86 |  64597 |              12300 |   2.169e-02 |           76.6519 ‖
‖        87 |  65432 |              12482 |   2.166e-02 |           76.6513 ‖
‖        88 |  66305 |              12627 |   2.165e-02 |           76.6510 ‖
‖        89 |  67148 |              12799 |   2.162e-02 |           76.6504 ‖
‖        90 |  67922 |              13032 |   2.160e-02 |           76.5694 ‖
‖        91 |  68777 |              13189 |   2.160e-02 |           76.5526 ‖
‖        92 |  69613 |              13371 |   2.158e-02 |           76.5522 ‖
‖        93 |  70395 |              13592 |   2.155e-02 |           76.5519 ‖
‖        94 |  71288 |              13715 |   2.156e-02 |           76.5515 ‖
‖        95 |  72163 |              13858 |   2.155e-02 |           76.5510 ‖
‖        96 |  72914 |              14115 |   2.153e-02 |           76.5507 ‖
‖        97 |  73781 |              14260 |   2.151e-02 |           76.5504 ‖
‖        98 |  74611 |              14448 |   2.149e-02 |           76.5501 ‖
‖        99 |  75393 |              14675 |   2.148e-02 |           76.4936 ‖
‖       100 |  76255 |              14831 |   2.149e-02 |           76.4839 ‖
‖       101 |  76977 |              15116 |   2.146e-02 |           76.4834 ‖
‖       102 |  77743 |              15352 |   2.145e-02 |           76.4715 ‖
‖       103 |  78591 |              15512 |   2.147e-02 |           76.4595 ‖
‖       104 |  79384 |              15734 |   2.145e-02 |           76.4587 ‖
‖       105 |  80139 |              15975 |   2.144e-02 |           76.4576 ‖
‖       106 |  80955 |              16169 |   2.142e-02 |           76.4570 ‖
‖       107 |  81734 |              16402 |   2.140e-02 |           76.4566 ‖
‖       108 |  82563 |              16580 |   2.140e-02 |           76.4523 ‖
‖       109 |  83400 |              16755 |   2.140e-02 |           76.4518 ‖
‖       110 |  84124 |              17036 |   2.137e-02 |           76.4515 ‖
‖       111 |  85041 |              17139 |   2.138e-02 |           76.4513 ‖
‖       112 |  85916 |              17280 |   2.138e-02 |           76.4507 ‖
‖       113 |  86673 |              17518 |   2.136e-02 |           76.4505 ‖
‖       114 |  87558 |              17643 |   2.136e-02 |           76.4481 ‖
‖       115 |  88417 |              17796 |   2.133e-02 |           76.4475 ‖
‖       116 |  89176 |              18028 |   2.131e-02 |           76.4100 ‖
‖       117 |  90055 |              18166 |   2.130e-02 |           76.4095 ‖
‖       118 |  90847 |              18394 |   2.128e-02 |           76.4094 ‖
‖       119 |  91722 |              18534 |   2.128e-02 |           76.4093 ‖
‖       120 |  92587 |              18683 |   2.129e-02 |           76.4082 ‖
‖       121 |  93420 |              18863 |   2.127e-02 |           76.4074 ‖
‖       122 |  94261 |              19024 |   2.126e-02 |           76.4061 ‖
‖       123 |  95060 |              19227 |   2.125e-02 |           76.4054 ‖
‖       124 |  95878 |              19420 |   2.122e-02 |           76.3878 ‖
‖       125 |  96137 |              20086 |   2.120e-02 |           75.7999 ‖
‖       126 |  96664 |              20524 |   2.118e-02 |           75.7106 ‖
‖       127 |  97068 |              21059 |   2.116e-02 |           75.4438 ‖
‖       128 |  97766 |              21369 |   2.114e-02 |           75.4435 ‖
‖       129 |  98379 |              21760 |   2.111e-02 |           75.3476 ‖
‖       130 |  98770 |              22327 |   2.110e-02 |           75.1463 ‖
‖       131 |  99386 |              22690 |   2.110e-02 |           75.1402 ‖
‖       132 | 100234 |              22847 |   2.111e-02 |           75.1370 ‖
‖       133 | 101002 |              23086 |   2.110e-02 |           75.1356 ‖
‖       134 | 101761 |              23335 |   2.110e-02 |           75.1347 ‖
‖       135 | 102603 |              23466 |   2.110e-02 |           75.1329 ‖
‖       136 | 103413 |              23675 |   2.109e-02 |           75.1316 ‖
‖       137 | 104137 |              23962 |   2.107e-02 |           74.8734 ‖
‖       138 | 104609 |              24450 |   2.106e-02 |           74.6725 ‖
‖       139 | 105045 |              24978 |   2.105e-02 |           74.1101 ‖
‖       140 | 105763 |              25274 |   2.103e-02 |           74.1089 ‖
‖       141 | 106260 |              25749 |   2.102e-02 |           74.1079 ‖
‖       142 | 106772 |              26226 |   2.102e-02 |           74.1056 ‖
‖       143 | 107174 |              26812 |   2.100e-02 |           74.0269 ‖
‖       144 | 107583 |              27401 |   2.099e-02 |           73.4080 ‖
‖       145 | 108032 |              27907 |   2.099e-02 |           73.1278 ‖
‖       146 | 108622 |              28331 |   2.098e-02 |           72.5308 ‖
‖       147 | 109205 |              28719 |   2.097e-02 |           72.3488 ‖
‖       148 | 109809 |              29096 |   2.096e-02 |           72.2772 ‖
‖       149 | 110338 |              29548 |   2.095e-02 |           72.2724 ‖
‖       150 | 111048 |              29837 |   2.095e-02 |           72.2633 ‖
‖       151 | 111713 |              30170 |   2.096e-02 |           72.2567 ‖
‖       152 | 112324 |              30538 |   2.096e-02 |           72.2505 ‖
‖       153 | 113157 |              30706 |   2.096e-02 |           72.2474 ‖
‖       154 | 113788 |              31078 |   2.096e-02 |           72.2459 ‖
‖       155 | 114318 |              31506 |   2.096e-02 |           72.1864 ‖
‖       156 | 115074 |              31742 |   2.096e-02 |           72.1763 ‖
‖       157 | 115706 |              32127 |   2.095e-02 |           71.7323 ‖
‖       158 | 116269 |              32539 |   2.094e-02 |           71.5475 ‖
‖       159 | 117064 |              32736 |   2.095e-02 |           71.5373 ‖
‖       160 | 117861 |              32946 |   2.095e-02 |           71.5367 ‖
‖       161 | 118272 |              33533 |   2.094e-02 |           71.5356 ‖
‖       162 | 118727 |              34016 |   2.093e-02 |           71.5345 ‖
‖       163 | 119260 |              34471 |   2.092e-02 |           71.5330 ‖
‖       164 | 120076 |              34656 |   2.092e-02 |           71.5271 ‖
‖       165 | 120937 |              34810 |   2.093e-02 |           71.5261 ‖
‖       166 | 121741 |              35016 |   2.093e-02 |           71.5249 ‖
‖       167 | 122577 |              35194 |   2.094e-02 |           71.5240 ‖
‖       168 | 123266 |              35508 |   2.093e-02 |           71.5227 ‖
‖       169 | 123623 |              36154 |   2.092e-02 |           71.5220 ‖
‖       170 | 124178 |              36531 |   2.093e-02 |           71.5209 ‖
‖       171 | 124703 |              36998 |   2.092e-02 |           71.5196 ‖
‖       172 | 125436 |              37273 |   2.092e-02 |           71.5179 ‖
‖       173 | 126129 |              37580 |   2.093e-02 |           71.5133 ‖
‖       174 | 126816 |              37888 |   2.093e-02 |           71.5087 ‖
‖       175 | 127685 |              38024 |   2.093e-02 |           71.5059 ‖
‖       176 | 128450 |              38262 |   2.093e-02 |           71.5045 ‖
‖       177 | 128775 |              38936 |   2.092e-02 |           70.8752 ‖
‖       178 | 129368 |              39314 |   2.091e-02 |           70.7958 ‖
‖       179 | 129879 |              39799 |   2.090e-02 |           70.4172 ‖
‖       180 | 130440 |              40240 |   2.090e-02 |           70.0567 ‖
‖       181 | 130833 |              40834 |   2.089e-02 |           69.7486 ‖
‖       182 | 131321 |              41292 |   2.088e-02 |           69.7070 ‖
‖       183 | 131725 |              41887 |   2.087e-02 |           69.1434 ‖
‖       184 | 132298 |              42307 |   2.087e-02 |           68.7786 ‖
‖       185 | 132682 |              42896 |   2.086e-02 |           68.4065 ‖
‖       186 | 133244 |              43326 |   2.087e-02 |           68.2101 ‖
‖       187 | 133750 |              43799 |   2.086e-02 |           68.1915 ‖
‖       188 | 134164 |              44366 |   2.086e-02 |           67.8639 ‖
‖       189 | 134700 |              44809 |   2.085e-02 |           67.8597 ‖
‖       190 | 135302 |              45197 |   2.084e-02 |           67.7595 ‖
‖       191 | 136008 |              45495 |   2.084e-02 |           67.7252 ‖
‖       192 | 136695 |              45813 |   2.083e-02 |           67.7228 ‖
‖       193 | 137341 |              46166 |   2.082e-02 |           67.7211 ‖
‖       194 | 138109 |              46409 |   2.081e-02 |           67.7193 ‖
‖       195 | 138779 |              46746 |   2.081e-02 |           67.7175 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3353.vnnlib: unknown
--- Verification time: 20.1027 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (428/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2751.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2751.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2751.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.120e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2751.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (429/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_192.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_192.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_192.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.286e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.100e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.937e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.773e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.660e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.567e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.486e-02 |           99.9999 ‖
‖         8 |    127 |                  1 |   3.407e-02 |           99.2187 ‖
‖         9 |    251 |                  4 |   3.330e-02 |           97.6409 ‖
‖        10 |    489 |                 16 |   3.235e-02 |           93.9334 ‖
‖        11 |    922 |                 69 |   3.167e-02 |           88.7189 ‖
‖        12 |   1713 |                195 |   3.081e-02 |           81.6801 ‖
‖        13 |   2465 |                446 |   3.002e-02 |           74.6407 ‖
‖        13 |   1441 |                457 |   2.959e-02 |           37.8681 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.531 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_192.vnnlib: sat
--- Verification time: 0.5463 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (430/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3689.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3689.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3689.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.892e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.728e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.595e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.480e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.381e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.311e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.247e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.183e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.105e-02 |           99.9983 ‖
‖        10 |    506 |                  6 |   4.016e-02 |           98.3233 ‖
‖        11 |    970 |                 46 |   3.934e-02 |           93.8887 ‖
‖        12 |   1813 |                169 |   3.846e-02 |           86.9672 ‖
‖        13 |   2565 |                427 |   3.779e-02 |           79.4666 ‖
‖        14 |   3485 |                506 |   3.749e-02 |           77.6938 ‖
‖        15 |   4212 |                790 |   3.709e-02 |           73.7636 ‖
‖        16 |   4847 |               1158 |   3.661e-02 |           68.7524 ‖
‖        17 |   5820 |               1186 |   3.639e-02 |           68.6143 ‖
‖        18 |   6657 |               1370 |   3.606e-02 |           65.7862 ‖
‖        19 |   7568 |               1472 |   3.579e-02 |           64.3200 ‖
‖        20 |   8432 |               1624 |   3.551e-02 |           63.3839 ‖
‖        21 |   9319 |               1733 |   3.530e-02 |           62.6029 ‖
‖        22 |  10306 |               1754 |   3.505e-02 |           62.5689 ‖
‖        23 |  10946 |               2131 |   3.472e-02 |           59.8859 ‖
‖        24 |  11745 |               2303 |   3.443e-02 |           59.0416 ‖
‖        25 |  12701 |               2366 |   3.417e-02 |           58.7955 ‖
‖        26 |  13608 |               2475 |   3.397e-02 |           58.5890 ‖
‖        27 |  14480 |               2608 |   3.376e-02 |           58.5463 ‖
‖        28 |  15092 |               3003 |   3.353e-02 |           56.7390 ‖
‖        29 |  15582 |               3486 |   3.337e-02 |           55.0500 ‖
‖        30 |  16263 |               3790 |   3.323e-02 |           55.0481 ‖
‖        31 |  16674 |               4371 |   3.315e-02 |           53.3179 ‖
‖        32 |  17097 |               4920 |   3.312e-02 |           52.7408 ‖
‖        33 |  17474 |               5504 |   3.308e-02 |           52.5441 ‖
‖        34 |  17919 |               6024 |   3.316e-02 |           52.4595 ‖
‖        35 |  18500 |               6414 |   3.319e-02 |           52.4416 ‖
‖        36 |  19140 |               6778 |   3.315e-02 |           51.6994 ‖
‖        37 |  19861 |               7064 |   3.312e-02 |           50.7934 ‖
‖        38 |  20575 |               7340 |   3.302e-02 |           50.7682 ‖
‖        39 |  21304 |               7606 |   3.298e-02 |           50.5375 ‖
‖        40 |  22024 |               7883 |   3.294e-02 |           50.4895 ‖
‖        41 |  22676 |               8222 |   3.282e-02 |           50.4855 ‖
‖        42 |  22775 |               9055 |   3.274e-02 |           49.1863 ‖
‖        43 |  23327 |               9483 |   3.267e-02 |           49.1848 ‖
‖        44 |  23627 |              10138 |   3.261e-02 |           48.5275 ‖
‖        45 |  24144 |              10595 |   3.260e-02 |           48.5091 ‖
‖        46 |  24550 |              11173 |   3.250e-02 |           48.4563 ‖
‖        47 |  24852 |              11828 |   3.251e-02 |           47.8252 ‖
‖        48 |  25316 |              12314 |   3.251e-02 |           47.8173 ‖
‖        49 |  25523 |              13072 |   3.246e-02 |           47.7273 ‖
‖        50 |  25875 |              13667 |   3.249e-02 |           47.2850 ‖
‖        51 |  26221 |              14259 |   3.251e-02 |           47.1160 ‖
‖        52 |  26489 |              14961 |   3.248e-02 |           47.0816 ‖
‖        53 |  26973 |              15440 |   3.248e-02 |           47.0312 ‖
‖        54 |  27240 |              16143 |   3.246e-02 |           47.0258 ‖
‖        55 |  27271 |              17056 |   3.240e-02 |           45.8204 ‖
‖        56 |  27577 |              17667 |   3.239e-02 |           45.8078 ‖
‖        57 |  27613 |              18578 |   3.236e-02 |           44.9898 ‖
‖        58 |  27676 |              19411 |   3.236e-02 |           44.0490 ‖
‖        59 |  27870 |              20158 |   3.237e-02 |           44.0454 ‖
‖        60 |  28268 |              20722 |   3.237e-02 |           44.0391 ‖
‖        61 |  28509 |              21433 |   3.237e-02 |           43.7192 ‖
‖        62 |  28546 |              22351 |   3.240e-02 |           42.5469 ‖
‖        63 |  28617 |              23147 |   3.244e-02 |           41.8197 ‖
‖        64 |  28988 |              23707 |   3.247e-02 |           41.4259 ‖
‖        65 |  29458 |              24201 |   3.244e-02 |           41.3374 ‖
‖        66 |  29914 |              24716 |   3.241e-02 |           41.3339 ‖
‖        67 |  30378 |              25220 |   3.241e-02 |           41.1137 ‖
‖        68 |  30995 |              25589 |   3.241e-02 |           40.9579 ‖
‖        69 |  31603 |              25966 |   3.241e-02 |           40.8595 ‖
‖        70 |  32127 |              26425 |   3.235e-02 |           40.8474 ‖
‖        71 |  32308 |              27189 |   3.233e-02 |           39.9786 ‖
‖        72 |  32664 |              27801 |   3.229e-02 |           39.9753 ‖
‖        73 |  32933 |              28486 |   3.229e-02 |           39.3844 ‖
‖        74 |  33305 |              29083 |   3.230e-02 |           38.7015 ‖
‖        75 |  33581 |              29751 |   3.227e-02 |           38.5047 ‖
‖        76 |  33991 |              30299 |   3.224e-02 |           38.4684 ‖
‖        77 |  34362 |              30900 |   3.219e-02 |           38.4659 ‖
‖        78 |  34739 |              31490 |   3.220e-02 |           38.1534 ‖
‖        79 |  35167 |              32033 |   3.218e-02 |           38.0358 ‖
‖        80 |  35467 |              32707 |   3.215e-02 |           37.9912 ‖
‖        81 |  35865 |              33251 |   3.217e-02 |           37.9362 ‖
‖        82 |  36260 |              33822 |   3.215e-02 |           37.9148 ‖
‖        83 |  36607 |              34423 |   3.212e-02 |           37.8960 ‖
‖        84 |  36954 |              35032 |   3.208e-02 |           37.8944 ‖
‖        85 |  36944 |              35931 |   3.207e-02 |           37.4216 ‖
‖        86 |  37304 |              36535 |   3.205e-02 |           37.3948 ‖
‖        87 |  37622 |              37189 |   3.200e-02 |           37.3910 ‖
‖        88 |  37709 |              38023 |   3.197e-02 |           37.0065 ‖
‖        89 |  37945 |              38693 |   3.195e-02 |           36.9877 ‖
‖        90 |  38316 |              39270 |   3.195e-02 |           36.9594 ‖
‖        91 |  38724 |              39829 |   3.196e-02 |           36.9471 ‖
‖        92 |  38733 |              40775 |   3.195e-02 |           36.8694 ‖
‖        93 |  38815 |              41623 |   3.192e-02 |           36.8557 ‖
‖        94 |  38939 |              42426 |   3.194e-02 |           36.3504 ‖
‖        95 |  39182 |              43112 |   3.196e-02 |           36.1398 ‖
‖        96 |  39713 |              43556 |   3.197e-02 |           36.1194 ‖
‖        97 |  40077 |              44150 |   3.198e-02 |           35.9575 ‖
‖        98 |  40278 |              44919 |   3.198e-02 |           35.9173 ‖
‖        99 |  40507 |              45663 |   3.198e-02 |           35.5118 ‖
‖       100 |  40708 |              46388 |   3.201e-02 |           35.1985 ‖
‖       101 |  41003 |              47044 |   3.203e-02 |           34.8608 ‖
‖       102 |  41261 |              47713 |   3.207e-02 |           34.5745 ‖
‖       103 |  41478 |              48440 |   3.209e-02 |           34.4676 ‖
‖       104 |  41871 |              48996 |   3.210e-02 |           34.4054 ‖
‖       105 |  42278 |              49539 |   3.212e-02 |           34.3765 ‖
‖       106 |  42748 |              50046 |   3.212e-02 |           34.3613 ‖
‖       107 |  42777 |              50916 |   3.213e-02 |           33.7576 ‖
‖       108 |  43199 |              51452 |   3.213e-02 |           33.7465 ‖
‖       109 |  43584 |              52027 |   3.213e-02 |           33.6011 ‖
‖       110 |  43573 |              52958 |   3.211e-02 |           33.2115 ‖
‖       111 |  43574 |              53874 |   3.211e-02 |           32.5228 ‖
‖       112 |  43908 |              54449 |   3.211e-02 |           32.5110 ‖
‖       113 |  44216 |              55101 |   3.210e-02 |           32.5001 ‖
‖       114 |  44616 |              55651 |   3.210e-02 |           32.4925 ‖
‖       115 |  44904 |              56312 |   3.209e-02 |           32.2501 ‖
‖       116 |  45352 |              56850 |   3.207e-02 |           31.9768 ‖
‖       117 |  45629 |              57545 |   3.205e-02 |           31.2791 ‖
‖       118 |  45867 |              58281 |   3.203e-02 |           30.7195 ‖
‖       119 |  46090 |              59044 |   3.202e-02 |           30.2958 ‖
‖       120 |  46189 |              59878 |   3.202e-02 |           30.1124 ‖
‖       121 |  46374 |              60645 |   3.201e-02 |           30.0960 ‖
‖       122 |  46674 |              61294 |   3.199e-02 |           30.0882 ‖
‖       123 |  47097 |              61817 |   3.198e-02 |           30.0832 ‖
‖       124 |  47564 |              62325 |   3.197e-02 |           29.9898 ‖
‖       125 |  48004 |              62846 |   3.196e-02 |           29.8419 ‖
‖       126 |  48442 |              63386 |   3.194e-02 |           29.7430 ‖
‖       127 |  48869 |              63935 |   3.194e-02 |           29.6345 ‖
‖       128 |  49141 |              64627 |   3.193e-02 |           29.5679 ‖
‖       129 |  49451 |              65276 |   3.194e-02 |           29.4717 ‖
‖       130 |  49608 |              66054 |   3.195e-02 |           29.4119 ‖
‖       131 |  49681 |              66929 |   3.195e-02 |           29.3979 ‖
‖       132 |  49828 |              67719 |   3.193e-02 |           29.1753 ‖
‖       133 |  49901 |              68552 |   3.192e-02 |           28.6303 ‖
‖       134 |  50010 |              69414 |   3.190e-02 |           28.6235 ‖
‖       135 |  50094 |              70266 |   3.189e-02 |           28.4959 ‖
‖       136 |  50135 |              71158 |   3.189e-02 |           28.0601 ‖
‖       137 |  50207 |              72064 |   3.188e-02 |           27.6675 ‖
‖       138 |  50353 |              72845 |   3.188e-02 |           27.2929 ‖
‖       139 |  50325 |              73803 |   3.189e-02 |           27.0735 ‖
‖       140 |  50296 |              74782 |   3.190e-02 |           26.9858 ‖
‖       141 |  50377 |              75662 |   3.188e-02 |           26.9811 ‖
‖       142 |  50445 |              76541 |   3.186e-02 |           26.9766 ‖
‖       143 |  50545 |              77377 |   3.185e-02 |           26.9728 ‖
‖       144 |  50723 |              78143 |   3.184e-02 |           26.5901 ‖
‖       145 |  50894 |              78922 |   3.183e-02 |           26.4783 ‖
‖       146 |  51195 |              79573 |   3.184e-02 |           26.3711 ‖
‖       147 |  51275 |              80429 |   3.184e-02 |           26.3308 ‖
‖       148 |  51324 |              81335 |   3.184e-02 |           26.3064 ‖
‖       149 |  51435 |              82162 |   3.184e-02 |           26.2502 ‖
‖       150 |  51714 |              82839 |   3.185e-02 |           26.2011 ‖
‖       151 |  52035 |              83467 |   3.187e-02 |           26.1478 ‖
‖       152 |  52296 |              84167 |   3.187e-02 |           26.1174 ‖
‖       153 |  52394 |              85025 |   3.186e-02 |           26.1003 ‖
‖       154 |  52379 |              85969 |   3.186e-02 |           26.0974 ‖
‖       155 |  52420 |              86865 |   3.184e-02 |           26.0947 ‖
‖       156 |  52436 |              87750 |   3.184e-02 |           25.9684 ‖
‖       157 |  52685 |              88455 |   3.184e-02 |           25.9262 ‖
‖       158 |  52749 |              89347 |   3.184e-02 |           25.9118 ‖
‖       159 |  52685 |              90357 |   3.184e-02 |           25.9059 ‖
‖       160 |  52419 |              91510 |   3.184e-02 |           25.7307 ‖
‖       161 |  52427 |              92439 |   3.184e-02 |           25.7108 ‖
‖       162 |  52346 |              93444 |   3.184e-02 |           25.7039 ‖
‖       163 |  52390 |              94333 |   3.185e-02 |           25.6504 ‖
‖       164 |  52562 |              95084 |   3.186e-02 |           25.6202 ‖
‖       165 |  52903 |              95699 |   3.186e-02 |           25.5880 ‖
‖       166 |  53281 |              96270 |   3.186e-02 |           25.5284 ‖
‖       167 |  53367 |              97130 |   3.186e-02 |           25.4940 ‖
‖       168 |  53214 |              98210 |   3.187e-02 |           25.4192 ‖
‖       169 |  53163 |              99217 |   3.186e-02 |           25.0523 ‖
‖       170 |  53157 |             100103 |   3.188e-02 |           24.8111 ‖
‖       171 |  53454 |             100736 |   3.188e-02 |           24.7282 ‖
‖       172 |  53869 |             101271 |   3.187e-02 |           24.6878 ‖
‖       173 |  54358 |             101741 |   3.187e-02 |           24.5511 ‖
‖       174 |  54980 |             102099 |   3.185e-02 |           24.5156 ‖
‖       175 |  55493 |             102544 |   3.184e-02 |           24.4453 ‖
‖       176 |  55950 |             103047 |   3.182e-02 |           24.3142 ‖
‖       177 |  56358 |             103605 |   3.182e-02 |           24.0811 ‖
‖       178 |  56742 |             104203 |   3.181e-02 |           23.8702 ‖
‖       179 |  56987 |             104919 |   3.180e-02 |           23.6911 ‖
‖       180 |  57128 |             105721 |   3.180e-02 |           23.5534 ‖
‖       181 |  57322 |             106454 |   3.182e-02 |           23.3597 ‖
‖       182 |  57573 |             107155 |   3.183e-02 |           23.1725 ‖
‖       183 |  57884 |             107797 |   3.182e-02 |           23.0495 ‖
‖       184 |  58129 |             108493 |   3.182e-02 |           22.9174 ‖
‖       185 |  58418 |             109140 |   3.182e-02 |           22.8345 ‖
‖       186 |  58764 |             109749 |   3.181e-02 |           22.7713 ‖
‖       187 |  59124 |             110341 |   3.180e-02 |           22.7323 ‖
‖       188 |  59537 |             110885 |   3.178e-02 |           22.7019 ‖
‖       189 |  59720 |             111599 |   3.176e-02 |           22.5012 ‖
‖       190 |  60126 |             112155 |   3.174e-02 |           22.4785 ‖
‖       191 |  60550 |             112697 |   3.172e-02 |           22.4607 ‖
‖       192 |  60730 |             113434 |   3.171e-02 |           22.4091 ‖
‖       193 |  60996 |             114111 |   3.170e-02 |           22.3993 ‖
‖       194 |  61059 |             114965 |   3.170e-02 |           22.2397 ‖
‖       195 |  61095 |             115883 |   3.168e-02 |           21.8547 ‖
‖       196 |  61286 |             116634 |   3.168e-02 |           21.8261 ‖
‖       197 |  61446 |             117414 |   3.167e-02 |           21.8121 ‖
‖       198 |  61609 |             118204 |   3.165e-02 |           21.7971 ‖
‖       199 |  61788 |             118969 |   3.165e-02 |           21.7827 ‖
‖       200 |  62081 |             119635 |   3.163e-02 |           21.7698 ‖
‖       201 |  62152 |             120464 |   3.162e-02 |           21.6619 ‖
‖       202 |  62214 |             121348 |   3.161e-02 |           21.5182 ‖
‖       203 |  62412 |             122084 |   3.160e-02 |           21.5091 ‖
‖       204 |  62482 |             122965 |   3.158e-02 |           21.3026 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.036 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3689.vnnlib: unknown
--- Verification time: 20.0473 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (431/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_347.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_347.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_347.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.582e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_347.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (432/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4778.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4778.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4778.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.188e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4778.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (433/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1051.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1051.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1051.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.105e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1051.vnnlib: unsat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (434/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3814.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3814.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3814.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.585e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.508e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.432e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.338e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.239e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.147e-02 |           99.9998 ‖
‖         7 |     64 |                  0 |   3.064e-02 |           99.9998 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.119 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3814.vnnlib: sat
--- Verification time: 0.1302 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (435/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_472.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_472.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_472.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.928e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_472.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (436/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2585.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2585.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2585.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.393e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2585.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (437/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1402.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1402.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1402.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.549e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1402.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (438/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1325.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1325.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1325.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.415e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.144e-02 |           28.5337 ‖
‖         3 |      2 |                  1 |   3.090e-02 |           28.5337 ‖
‖         4 |      4 |                  1 |   3.063e-02 |           28.5339 ‖
‖         5 |      8 |                  1 |   2.911e-02 |           28.5339 ‖
‖         6 |     16 |                  1 |   2.778e-02 |           28.0146 ‖
‖         7 |     30 |                  3 |   2.766e-02 |           26.7488 ‖
‖         8 |     58 |                  5 |   2.691e-02 |           25.2973 ‖
‖         9 |    104 |                 16 |   2.573e-02 |           22.4485 ‖
‖        10 |    182 |                 40 |   2.483e-02 |           19.5734 ‖
‖        11 |    321 |                 79 |   2.425e-02 |           17.1987 ‖
‖        12 |    555 |                160 |   2.365e-02 |           14.6636 ‖
‖        13 |    950 |                305 |   2.307e-02 |           12.5402 ‖
‖        14 |   1601 |                577 |   2.273e-02 |           10.6031 ‖
‖        15 |   2198 |                969 |   2.230e-02 |            9.1993 ‖
‖        16 |   3050 |               1140 |   2.188e-02 |            8.3813 ‖
‖        17 |   3573 |               1590 |   2.155e-02 |            7.6459 ‖
‖        18 |   4496 |               1670 |   2.140e-02 |            7.4440 ‖
‖        19 |   5231 |               1921 |   2.126e-02 |            7.0800 ‖
‖        20 |   6007 |               2163 |   2.101e-02 |            6.5110 ‖
‖        21 |   6956 |               2211 |   2.087e-02 |            6.3657 ‖
‖        22 |   7472 |               2682 |   2.068e-02 |            5.9703 ‖
‖        23 |   8437 |               2721 |   2.056e-02 |            5.9114 ‖
‖        24 |   9116 |               3052 |   2.035e-02 |            5.5521 ‖
‖        25 |  10063 |               3123 |   2.021e-02 |            5.5054 ‖
‖        26 |  10952 |               3238 |   2.008e-02 |            5.4075 ‖
‖        27 |  11776 |               3430 |   1.994e-02 |            5.2538 ‖
‖        28 |  12796 |               3432 |   1.981e-02 |            5.2662 ‖
‖        29 |  13540 |               3649 |   1.970e-02 |            5.1343 ‖
‖        30 |  14445 |               3762 |   1.959e-02 |            5.0427 ‖
‖        31 |  15303 |               3918 |   1.944e-02 |            4.8781 ‖
‖        32 |  16241 |               3995 |   1.934e-02 |            4.8151 ‖
‖        33 |  17261 |               3999 |   1.924e-02 |            4.8113 ‖
‖        34 |  17990 |               4249 |   1.911e-02 |            4.7128 ‖
‖        35 |  18839 |               4405 |   1.899e-02 |            4.6784 ‖
‖        36 |  19774 |               4486 |   1.886e-02 |            4.6039 ‖
‖        37 |  20779 |               4503 |   1.878e-02 |            4.5891 ‖
‖        38 |  21799 |               4506 |   1.868e-02 |            4.5887 ‖
‖        39 |  22474 |               4827 |   1.854e-02 |            4.4648 ‖
‖        40 |  23111 |               5167 |   1.841e-02 |            4.3594 ‖
‖        41 |  23989 |               5302 |   1.831e-02 |            4.3162 ‖
‖        42 |  24884 |               5419 |   1.831e-02 |            4.2847 ‖
‖        43 |  25828 |               5488 |   1.831e-02 |            4.2821 ‖
‖        44 |  26681 |               5632 |   1.827e-02 |            4.2573 ‖
‖        45 |  27699 |               5638 |   1.827e-02 |            4.2573 ‖
‖        46 |  28713 |               5646 |   1.824e-02 |            4.2573 ‖
‖        47 |  29424 |               5948 |   1.819e-02 |            4.1377 ‖
‖        48 |  30223 |               6150 |   1.818e-02 |            4.0653 ‖
‖        49 |  31239 |               6154 |   1.811e-02 |            4.0653 ‖
‖        50 |  32250 |               6167 |   1.809e-02 |            4.0325 ‖
‖        51 |  33271 |               6170 |   1.805e-02 |            3.9837 ‖
‖        52 |  34272 |               6190 |   1.799e-02 |            3.9659 ‖
‖        53 |  34886 |               6593 |   1.794e-02 |            3.8401 ‖
‖        54 |  35700 |               6782 |   1.789e-02 |            3.8153 ‖
‖        55 |  36360 |               7118 |   1.786e-02 |            3.7730 ‖
‖        56 |  36905 |               7574 |   1.786e-02 |            3.7513 ‖
‖        57 |  37544 |               7925 |   1.783e-02 |            3.7513 ‖
‖        58 |  38050 |               8400 |   1.780e-02 |            3.7191 ‖
‖        59 |  38827 |               8621 |   1.779e-02 |            3.7191 ‖
‖        60 |  39644 |               8812 |   1.776e-02 |            3.6963 ‖
‖        61 |  40493 |               8973 |   1.775e-02 |            3.6544 ‖
‖        62 |  41483 |               9003 |   1.772e-02 |            3.6465 ‖
‖        63 |  42477 |               9032 |   1.767e-02 |            3.6402 ‖
‖        64 |  43496 |               9036 |   1.765e-02 |            3.6402 ‖
‖        65 |  44509 |               9046 |   1.760e-02 |            3.6402 ‖
‖        66 |  45246 |               9310 |   1.754e-02 |            3.6129 ‖
‖        67 |  46114 |               9458 |   1.750e-02 |            3.6129 ‖
‖        68 |  46935 |               9643 |   1.746e-02 |            3.6129 ‖
‖        69 |  47634 |               9954 |   1.743e-02 |            3.5788 ‖
‖        70 |  48577 |              10026 |   1.739e-02 |            3.5786 ‖
‖        71 |  49409 |              10205 |   1.733e-02 |            3.5511 ‖
‖        72 |  50304 |              10325 |   1.729e-02 |            3.5431 ‖
‖        73 |  51176 |              10471 |   1.726e-02 |            3.5431 ‖
‖        74 |  51918 |              10739 |   1.724e-02 |            3.5264 ‖
‖        75 |  52760 |              10912 |   1.724e-02 |            3.5260 ‖
‖        76 |  53668 |              11016 |   1.721e-02 |            3.5260 ‖
‖        77 |  54538 |              11153 |   1.718e-02 |            3.5255 ‖
‖        78 |  55471 |              11235 |   1.718e-02 |            3.5253 ‖
‖        79 |  56386 |              11338 |   1.715e-02 |            3.5253 ‖
‖        80 |  57092 |              11618 |   1.712e-02 |            3.4872 ‖
‖        81 |  58051 |              11676 |   1.707e-02 |            3.4872 ‖
‖        82 |  58956 |              11778 |   1.705e-02 |            3.4739 ‖
‖        83 |  59601 |              12151 |   1.702e-02 |            3.3966 ‖
‖        84 |  60345 |              12422 |   1.697e-02 |            3.3966 ‖
‖        85 |  60916 |              12836 |   1.694e-02 |            3.3777 ‖
‖        86 |  61427 |              13318 |   1.691e-02 |            3.3777 ‖
‖        87 |  61754 |              13975 |   1.692e-02 |            3.3590 ‖
‖        88 |  62095 |              14609 |   1.694e-02 |            3.3057 ‖
‖        89 |  62784 |              14880 |   1.696e-02 |            3.3049 ‖
‖        90 |  63682 |              14986 |   1.696e-02 |            3.3005 ‖
‖        91 |  64668 |              15013 |   1.697e-02 |            3.2731 ‖
‖        92 |  65663 |              15042 |   1.697e-02 |            3.2524 ‖
‖        93 |  66604 |              15115 |   1.696e-02 |            3.2407 ‖
‖        94 |  67613 |              15128 |   1.695e-02 |            3.2379 ‖
‖        95 |  68626 |              15139 |   1.693e-02 |            3.2379 ‖
‖        96 |  69607 |              15180 |   1.693e-02 |            3.2070 ‖
‖        97 |  70492 |              15313 |   1.692e-02 |            3.1570 ‖
‖        98 |  71186 |              15624 |   1.692e-02 |            3.1373 ‖
‖        99 |  71694 |              16122 |   1.691e-02 |            3.1076 ‖
‖       100 |  71990 |              16815 |   1.693e-02 |            3.0646 ‖
‖       101 |  72710 |              17080 |   1.693e-02 |            3.0646 ‖
‖       102 |  73277 |              17484 |   1.692e-02 |            3.0065 ‖
‖       103 |  74275 |              17507 |   1.691e-02 |            3.0065 ‖
‖       104 |  74991 |              17803 |   1.689e-02 |            2.9454 ‖
‖       105 |  75805 |              18001 |   1.689e-02 |            2.9148 ‖
‖       106 |  76736 |              18085 |   1.687e-02 |            2.9148 ‖
‖       107 |  77613 |              18222 |   1.686e-02 |            2.9148 ‖
‖       108 |  78442 |              18408 |   1.685e-02 |            2.9148 ‖
‖       109 |  79320 |              18550 |   1.683e-02 |            2.9148 ‖
‖       110 |  80113 |              18771 |   1.683e-02 |            2.8961 ‖
‖       111 |  80891 |              19011 |   1.682e-02 |            2.8961 ‖
‖       112 |  81478 |              19430 |   1.680e-02 |            2.8961 ‖
‖       113 |  82129 |              19770 |   1.680e-02 |            2.8961 ‖
‖       114 |  82819 |              20092 |   1.680e-02 |            2.8961 ‖
‖       115 |  83302 |              20591 |   1.679e-02 |            2.8961 ‖
‖       116 |  83784 |              21103 |   1.678e-02 |            2.8961 ‖
‖       117 |  84350 |              21504 |   1.678e-02 |            2.8961 ‖
‖       118 |  84862 |              21979 |   1.677e-02 |            2.8933 ‖
‖       119 |  85100 |              22733 |   1.676e-02 |            2.7975 ‖
‖       120 |  85530 |              23283 |   1.675e-02 |            2.7909 ‖
‖       121 |  86225 |              23579 |   1.674e-02 |            2.7909 ‖
‖       122 |  86869 |              23937 |   1.673e-02 |            2.7909 ‖
‖       123 |  87352 |              24429 |   1.672e-02 |            2.7595 ‖
‖       124 |  87885 |              24882 |   1.671e-02 |            2.7234 ‖
‖       125 |  88684 |              25084 |   1.670e-02 |            2.7234 ‖
‖       126 |  89386 |              25392 |   1.669e-02 |            2.6774 ‖
‖       127 |  90073 |              25699 |   1.669e-02 |            2.6765 ‖
‖       128 |  90622 |              26129 |   1.668e-02 |            2.6765 ‖
‖       129 |  90906 |              26794 |   1.668e-02 |            2.6765 ‖
‖       130 |  91413 |              27249 |   1.668e-02 |            2.6670 ‖
‖       131 |  92339 |              27321 |   1.667e-02 |            2.6670 ‖
‖       132 |  93261 |              27411 |   1.666e-02 |            2.6670 ‖
‖       133 |  94149 |              27538 |   1.666e-02 |            2.6670 ‖
‖       134 |  94972 |              27716 |   1.665e-02 |            2.6614 ‖
‖       135 |  95831 |              27867 |   1.664e-02 |            2.6614 ‖
‖       136 |  96673 |              28041 |   1.662e-02 |            2.6614 ‖
‖       137 |  97078 |              28646 |   1.660e-02 |            2.6155 ‖
‖       138 |  97578 |              29148 |   1.661e-02 |            2.5770 ‖
‖       139 |  98336 |              29376 |   1.659e-02 |            2.5764 ‖
‖       140 |  99091 |              29630 |   1.659e-02 |            2.5611 ‖
‖       141 |  99944 |              29795 |   1.658e-02 |            2.5595 ‖
‖       142 | 100748 |              30005 |   1.656e-02 |            2.5595 ‖
‖       143 | 101490 |              30277 |   1.655e-02 |            2.5514 ‖
‖       144 | 102117 |              30644 |   1.653e-02 |            2.5514 ‖
‖       145 | 102804 |              30958 |   1.652e-02 |            2.5497 ‖
‖       146 | 103593 |              31179 |   1.652e-02 |            2.5467 ‖
‖       147 | 104412 |              31364 |   1.652e-02 |            2.5467 ‖
‖       148 | 105191 |              31600 |   1.650e-02 |            2.5467 ‖
‖       149 | 106050 |              31759 |   1.650e-02 |            2.5467 ‖
‖       150 | 106839 |              31975 |   1.648e-02 |            2.5467 ‖
‖       151 | 107298 |              32496 |   1.647e-02 |            2.5452 ‖
‖       152 | 107591 |              33142 |   1.646e-02 |            2.5380 ‖
‖       153 | 108008 |              33678 |   1.646e-02 |            2.5380 ‖
‖       154 | 108561 |              34085 |   1.645e-02 |            2.5380 ‖
‖       155 | 109218 |              34411 |   1.645e-02 |            2.5380 ‖
‖       156 | 109995 |              34636 |   1.644e-02 |            2.5380 ‖
‖       157 | 110598 |              35028 |   1.642e-02 |            2.5380 ‖
‖       158 | 111256 |              35350 |   1.642e-02 |            2.5380 ‖
‖       159 | 111783 |              35809 |   1.642e-02 |            2.5295 ‖
‖       160 | 112231 |              36369 |   1.641e-02 |            2.4916 ‖
‖       161 | 112809 |              36758 |   1.640e-02 |            2.4916 ‖
‖       162 | 113423 |              37114 |   1.640e-02 |            2.4790 ‖
‖       163 | 114153 |              37379 |   1.639e-02 |            2.4790 ‖
‖       164 | 114937 |              37578 |   1.639e-02 |            2.4669 ‖
‖       165 | 115578 |              37942 |   1.638e-02 |            2.4629 ‖
‖       166 | 116410 |              38101 |   1.638e-02 |            2.4629 ‖
‖       167 | 117140 |              38372 |   1.637e-02 |            2.4479 ‖
‖       168 | 117818 |              38694 |   1.636e-02 |            2.4333 ‖
‖       169 | 118542 |              38965 |   1.635e-02 |            2.4333 ‖
‖       170 | 119077 |              39423 |   1.634e-02 |            2.4333 ‖
‖       171 | 119736 |              39744 |   1.634e-02 |            2.4333 ‖
‖       172 | 120138 |              40338 |   1.634e-02 |            2.4272 ‖
‖       173 | 120337 |              41094 |   1.634e-02 |            2.4028 ‖
‖       174 | 120870 |              41527 |   1.633e-02 |            2.4028 ‖
‖       175 | 121666 |              41718 |   1.634e-02 |            2.3785 ‖
‖       176 | 122630 |              41773 |   1.635e-02 |            2.3331 ‖
‖       177 | 123464 |              41952 |   1.635e-02 |            2.3129 ‖
‖       178 | 124404 |              42011 |   1.636e-02 |            2.2689 ‖
‖       179 | 125221 |              42210 |   1.635e-02 |            2.2557 ‖
‖       180 | 126151 |              42284 |   1.634e-02 |            2.2532 ‖
‖       181 | 126999 |              42450 |   1.634e-02 |            2.2154 ‖
‖       182 | 127854 |              42597 |   1.633e-02 |            2.2154 ‖
‖       183 | 128585 |              42866 |   1.632e-02 |            2.1942 ‖
‖       184 | 129196 |              43261 |   1.633e-02 |            2.1455 ‖
‖       185 | 129619 |              43823 |   1.633e-02 |            2.1157 ‖
‖       186 | 130002 |              44409 |   1.632e-02 |            2.1110 ‖
‖       187 | 130557 |              44836 |   1.631e-02 |            2.1110 ‖
‖       188 | 131178 |              45190 |   1.631e-02 |            2.1110 ‖
‖       189 | 131629 |              45716 |   1.630e-02 |            2.0989 ‖
‖       190 | 132218 |              46112 |   1.629e-02 |            2.0989 ‖
‖       191 | 132650 |              46653 |   1.629e-02 |            2.0989 ‖
‖       192 | 133113 |              47168 |   1.627e-02 |            2.0989 ‖
‖       193 | 133609 |              47642 |   1.627e-02 |            2.0989 ‖
‖       194 | 133998 |              48220 |   1.626e-02 |            2.0958 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.035 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1325.vnnlib: unknown
--- Verification time: 20.0521 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (439/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7425.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7425.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7425.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.623e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7425.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (440/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2670.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2670.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2670.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.941e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2670.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (441/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5651.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5651.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5651.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.166e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5651.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (442/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5817.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5817.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5817.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.510e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5817.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (443/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1449.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1449.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1449.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.279e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1449.vnnlib: unsat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (444/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6959.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6959.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6959.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.560e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6959.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (445/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4230.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4230.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4230.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.945e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4230.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (446/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1739.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1739.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1739.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.924e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.817e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.764e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.737e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.609e-02 |           87.8223 ‖
‖         6 |     27 |                  3 |   3.487e-02 |           80.3937 ‖
‖         7 |     48 |                  8 |   3.419e-02 |           72.4568 ‖
‖         8 |     86 |                 18 |   3.341e-02 |           65.1831 ‖
‖         9 |    157 |                 31 |   3.261e-02 |           59.2330 ‖
‖        10 |    274 |                 69 |   3.195e-02 |           52.1311 ‖
‖        11 |    484 |                130 |   3.144e-02 |           46.1463 ‖
‖        12 |    883 |                207 |   3.087e-02 |           41.8984 ‖
‖        13 |   1573 |                381 |   3.020e-02 |           37.2059 ‖
‖        14 |   2253 |                708 |   2.958e-02 |           32.4881 ‖
‖        15 |   3222 |                738 |   2.939e-02 |           32.3936 ‖
‖        16 |   3785 |               1179 |   2.903e-02 |           29.4933 ‖
‖        17 |   4592 |               1350 |   2.879e-02 |           28.5923 ‖
‖        18 |   5548 |               1412 |   2.856e-02 |           28.0540 ‖
‖        19 |   6534 |               1449 |   2.840e-02 |           27.7326 ‖
‖        20 |   7555 |               1451 |   2.824e-02 |           27.7253 ‖
‖        21 |   8422 |               1599 |   2.800e-02 |           27.2962 ‖
‖        22 |   9121 |               1865 |   2.779e-02 |           26.6479 ‖
‖        23 |   9946 |               2052 |   2.768e-02 |           26.0588 ‖
‖        24 |  10781 |               2226 |   2.759e-02 |           25.4588 ‖
‖        25 |  11750 |               2262 |   2.753e-02 |           25.4064 ‖
‖        26 |  12576 |               2456 |   2.742e-02 |           24.6982 ‖
‖        27 |  13518 |               2527 |   2.735e-02 |           24.4832 ‖
‖        28 |  14457 |               2602 |   2.721e-02 |           24.2981 ‖
‖        29 |  15296 |               2786 |   2.712e-02 |           23.5506 ‖
‖        30 |  16248 |               2854 |   2.706e-02 |           23.4196 ‖
‖        31 |  17236 |               2890 |   2.694e-02 |           23.3582 ‖
‖        32 |  18248 |               2902 |   2.691e-02 |           23.3358 ‖
‖        33 |  19259 |               2915 |   2.683e-02 |           23.3355 ‖
‖        34 |  20205 |               2992 |   2.674e-02 |           23.2652 ‖
‖        35 |  21205 |               3016 |   2.665e-02 |           23.2621 ‖
‖        36 |  22169 |               3069 |   2.655e-02 |           23.2617 ‖
‖        37 |  23097 |               3141 |   2.649e-02 |           23.2058 ‖
‖        38 |  24067 |               3193 |   2.642e-02 |           23.1345 ‖
‖        39 |  24957 |               3302 |   2.643e-02 |           23.0018 ‖
‖        40 |  25842 |               3421 |   2.640e-02 |           22.8606 ‖
‖        41 |  26828 |               3451 |   2.638e-02 |           22.8556 ‖
‖        42 |  27602 |               3693 |   2.633e-02 |           22.6937 ‖
‖        43 |  28217 |               4091 |   2.632e-02 |           22.3165 ‖
‖        44 |  29058 |               4249 |   2.631e-02 |           22.3116 ‖
‖        45 |  29939 |               4387 |   2.628e-02 |           22.2827 ‖
‖        46 |  30704 |               4646 |   2.625e-02 |           22.2724 ‖
‖        47 |  31530 |               4838 |   2.622e-02 |           22.2180 ‖
‖        48 |  32378 |               5007 |   2.620e-02 |           22.1070 ‖
‖        49 |  33032 |               5340 |   2.615e-02 |           21.8134 ‖
‖        50 |  33786 |               5585 |   2.610e-02 |           21.7689 ‖
‖        51 |  34320 |               6066 |   2.606e-02 |           21.4282 ‖
‖        52 |  35099 |               6286 |   2.607e-02 |           21.4159 ‖
‖        53 |  35753 |               6644 |   2.606e-02 |           21.2790 ‖
‖        54 |  36567 |               6847 |   2.604e-02 |           21.2735 ‖
‖        55 |  37491 |               6946 |   2.602e-02 |           21.2703 ‖
‖        56 |  38321 |               7121 |   2.599e-02 |           21.2586 ‖
‖        57 |  38827 |               7634 |   2.594e-02 |           20.4487 ‖
‖        58 |  39129 |               8253 |   2.591e-02 |           19.8531 ‖
‖        59 |  39513 |               8825 |   2.587e-02 |           19.4971 ‖
‖        60 |  39709 |               9573 |   2.587e-02 |           18.8960 ‖
‖        61 |  40073 |              10130 |   2.586e-02 |           18.5351 ‖
‖        62 |  40707 |              10459 |   2.583e-02 |           18.4462 ‖
‖        63 |  41179 |              10957 |   2.580e-02 |           18.3141 ‖
‖        64 |  41614 |              11491 |   2.577e-02 |           18.2294 ‖
‖        65 |  42395 |              11717 |   2.574e-02 |           18.0715 ‖
‖        66 |  42891 |              12220 |   2.574e-02 |           17.7971 ‖
‖        67 |  43601 |              12493 |   2.575e-02 |           17.7053 ‖
‖        68 |  44499 |              12597 |   2.574e-02 |           17.6735 ‖
‖        69 |  45355 |              12750 |   2.574e-02 |           17.6325 ‖
‖        70 |  45957 |              13144 |   2.574e-02 |           17.4593 ‖
‖        71 |  46593 |              13506 |   2.572e-02 |           17.4372 ‖
‖        72 |  47371 |              13729 |   2.571e-02 |           17.4232 ‖
‖        73 |  48151 |              13966 |   2.571e-02 |           17.3525 ‖
‖        74 |  48897 |              14239 |   2.570e-02 |           17.3380 ‖
‖        75 |  49560 |              14589 |   2.568e-02 |           17.3275 ‖
‖        76 |  50148 |              14994 |   2.565e-02 |           17.3118 ‖
‖        77 |  50634 |              15486 |   2.562e-02 |           17.3004 ‖
‖        78 |  51500 |              15625 |   2.559e-02 |           17.2991 ‖
‖        79 |  52419 |              15723 |   2.555e-02 |           17.2616 ‖
‖        80 |  53421 |              15734 |   2.551e-02 |           17.2615 ‖
‖        81 |  54442 |              15736 |   2.546e-02 |           17.2614 ‖
‖        82 |  55448 |              15751 |   2.542e-02 |           17.2588 ‖
‖        83 |  56465 |              15758 |   2.538e-02 |           17.2587 ‖
‖        84 |  57470 |              15777 |   2.533e-02 |           17.2521 ‖
‖        85 |  58299 |              15961 |   2.531e-02 |           17.0984 ‖
‖        86 |  59002 |              16276 |   2.531e-02 |           16.9092 ‖
‖        87 |  59609 |              16653 |   2.531e-02 |           16.8645 ‖
‖        88 |  60299 |              16960 |   2.531e-02 |           16.8412 ‖
‖        89 |  60703 |              17556 |   2.529e-02 |           16.7859 ‖
‖        90 |  60885 |              18365 |   2.528e-02 |           16.7366 ‖
‖        91 |  61200 |              19034 |   2.527e-02 |           16.6987 ‖
‖        92 |  61596 |              19632 |   2.526e-02 |           16.6647 ‖
‖        93 |  62071 |              20145 |   2.526e-02 |           16.6177 ‖
‖        94 |  62417 |              20778 |   2.524e-02 |           16.5748 ‖
‖        95 |  62735 |              21405 |   2.524e-02 |           16.5345 ‖
‖        96 |  62973 |              22153 |   2.522e-02 |           16.2629 ‖
‖        97 |  63449 |              22636 |   2.522e-02 |           16.1330 ‖
‖        98 |  63679 |              23369 |   2.521e-02 |           16.0722 ‖
‖        99 |  64141 |              23891 |   2.521e-02 |           15.9769 ‖
‖       100 |  64458 |              24548 |   2.521e-02 |           15.9291 ‖
‖       101 |  64899 |              25101 |   2.520e-02 |           15.9062 ‖
‖       102 |  65199 |              25753 |   2.520e-02 |           15.8686 ‖
‖       103 |  65651 |              26300 |   2.521e-02 |           15.8139 ‖
‖       104 |  66233 |              26698 |   2.521e-02 |           15.7887 ‖
‖       105 |  66820 |              27120 |   2.520e-02 |           15.7498 ‖
‖       106 |  67290 |              27636 |   2.519e-02 |           15.7319 ‖
‖       107 |  67842 |              28080 |   2.518e-02 |           15.7142 ‖
‖       108 |  68227 |              28694 |   2.517e-02 |           15.5653 ‖
‖       109 |  68812 |              29122 |   2.516e-02 |           15.4866 ‖
‖       110 |  69304 |              29604 |   2.515e-02 |           15.4735 ‖
‖       111 |  69557 |              30314 |   2.514e-02 |           15.4588 ‖
‖       112 |  69987 |              30855 |   2.513e-02 |           15.4474 ‖
‖       113 |  70382 |              31407 |   2.513e-02 |           15.4006 ‖
‖       114 |  70947 |              31817 |   2.512e-02 |           15.3878 ‖
‖       115 |  71569 |              32151 |   2.511e-02 |           15.3739 ‖
‖       116 |  71988 |              32712 |   2.510e-02 |           15.3549 ‖
‖       117 |  72451 |              33198 |   2.508e-02 |           15.1793 ‖
‖       118 |  72741 |              33859 |   2.507e-02 |           15.0393 ‖
‖       119 |  73288 |              34267 |   2.507e-02 |           14.9362 ‖
‖       120 |  73793 |              34733 |   2.507e-02 |           14.8237 ‖
‖       121 |  74387 |              35110 |   2.507e-02 |           14.7877 ‖
‖       122 |  75025 |              35469 |   2.508e-02 |           14.7417 ‖
‖       123 |  75351 |              36137 |   2.507e-02 |           14.7113 ‖
‖       124 |  75800 |              36668 |   2.506e-02 |           14.6729 ‖
‖       125 |  76095 |              37350 |   2.505e-02 |           14.6346 ‖
‖       126 |  76441 |              37996 |   2.505e-02 |           14.5973 ‖
‖       127 |  76942 |              38483 |   2.504e-02 |           14.5755 ‖
‖       128 |  77372 |              39050 |   2.503e-02 |           14.5604 ‖
‖       129 |  77819 |              39591 |   2.501e-02 |           14.5470 ‖
‖       130 |  78156 |              40209 |   2.501e-02 |           14.5357 ‖
‖       131 |  78662 |              40682 |   2.499e-02 |           14.5257 ‖
‖       132 |  78921 |              41360 |   2.498e-02 |           14.3111 ‖
‖       133 |  79118 |              42085 |   2.497e-02 |           14.1905 ‖
‖       134 |  79280 |              42859 |   2.495e-02 |           13.9416 ‖
‖       135 |  79667 |              43396 |   2.494e-02 |           13.8737 ‖
‖       136 |  80003 |              43989 |   2.493e-02 |           13.6192 ‖
‖       137 |  80083 |              44853 |   2.491e-02 |           13.1639 ‖
‖       138 |  80069 |              45784 |   2.489e-02 |           12.8540 ‖
‖       139 |  80088 |              46680 |   2.488e-02 |           12.6839 ‖
‖       140 |  80272 |              47413 |   2.487e-02 |           12.6081 ‖
‖       141 |  80488 |              48125 |   2.486e-02 |           12.5822 ‖
‖       142 |  80918 |              48653 |   2.485e-02 |           12.5770 ‖
‖       143 |  81338 |              49194 |   2.484e-02 |           12.5093 ‖
‖       144 |  81991 |              49512 |   2.483e-02 |           12.4882 ‖
‖       145 |  82437 |              50014 |   2.482e-02 |           12.4690 ‖
‖       146 |  83123 |              50299 |   2.481e-02 |           12.4639 ‖
‖       147 |  83741 |              50652 |   2.480e-02 |           12.3747 ‖
‖       148 |  84094 |              51257 |   2.478e-02 |           12.0575 ‖
‖       149 |  84216 |              52076 |   2.478e-02 |           11.6995 ‖
‖       150 |  84215 |              52986 |   2.477e-02 |           11.4843 ‖
‖       151 |  84184 |              53966 |   2.476e-02 |           11.2137 ‖
‖       152 |  84282 |              54785 |   2.475e-02 |           11.1124 ‖
‖       153 |  84569 |              55428 |   2.474e-02 |           11.0412 ‖
‖       154 |  84807 |              56151 |   2.472e-02 |           10.9233 ‖
‖       155 |  84985 |              56913 |   2.471e-02 |           10.8486 ‖
‖       156 |  85158 |              57717 |   2.470e-02 |           10.7611 ‖
‖       157 |  85207 |              58635 |   2.469e-02 |           10.5703 ‖
‖       158 |  85355 |              59435 |   2.469e-02 |           10.4959 ‖
‖       159 |  85557 |              60207 |   2.469e-02 |           10.4278 ‖
‖       160 |  85830 |              60916 |   2.468e-02 |           10.3972 ‖
‖       161 |  86119 |              61555 |   2.468e-02 |           10.3586 ‖
‖       162 |  86321 |              62326 |   2.467e-02 |           10.3159 ‖
‖       163 |  86809 |              62812 |   2.466e-02 |           10.2906 ‖
‖       164 |  87115 |              63496 |   2.465e-02 |           10.1535 ‖
‖       165 |  87163 |              64417 |   2.464e-02 |           10.0570 ‖
‖       166 |  87092 |              65425 |   2.463e-02 |           10.0105 ‖
‖       167 |  87409 |              66088 |   2.463e-02 |            9.9429 ‖
‖       168 |  87577 |              66881 |   2.463e-02 |            9.9045 ‖
‖       169 |  87652 |              67715 |   2.463e-02 |            9.8807 ‖
‖       170 |  88095 |              68235 |   2.463e-02 |            9.8665 ‖
‖       171 |  88586 |              68680 |   2.462e-02 |            9.8605 ‖
‖       172 |  89047 |              69207 |   2.461e-02 |            9.8538 ‖
‖       173 |  89661 |              69523 |   2.461e-02 |            9.8508 ‖
‖       174 |  90288 |              69865 |   2.459e-02 |            9.8483 ‖
‖       175 |  90974 |              70149 |   2.458e-02 |            9.8467 ‖
‖       176 |  91721 |              70380 |   2.457e-02 |            9.8457 ‖
‖       177 |  92385 |              70681 |   2.455e-02 |            9.8451 ‖
‖       178 |  92982 |              71035 |   2.454e-02 |            9.7995 ‖
‖       179 |  93635 |              71361 |   2.453e-02 |            9.7959 ‖
‖       180 |  94280 |              71661 |   2.452e-02 |            9.7957 ‖
‖       181 |  95017 |              71901 |   2.450e-02 |            9.7953 ‖
‖       182 |  95795 |              72117 |   2.449e-02 |            9.7950 ‖
‖       183 |  96523 |              72365 |   2.447e-02 |            9.7948 ‖
‖       184 |  97208 |              72655 |   2.446e-02 |            9.7946 ‖
‖       185 |  97908 |              72932 |   2.444e-02 |            9.7945 ‖
‖       186 |  98486 |              73341 |   2.443e-02 |            9.7944 ‖
‖       187 |  99062 |              73727 |   2.442e-02 |            9.7877 ‖
‖       188 |  99742 |              74025 |   2.441e-02 |            9.7876 ‖
‖       189 | 100424 |              74335 |   2.439e-02 |            9.7875 ‖
‖       190 | 101007 |              74728 |   2.438e-02 |            9.7874 ‖
‖       191 | 101489 |              75196 |   2.437e-02 |            9.7873 ‖
‖       192 | 101945 |              75694 |   2.436e-02 |            9.7872 ‖
‖       193 | 102459 |              76149 |   2.436e-02 |            9.7872 ‖
‖       194 | 103053 |              76518 |   2.435e-02 |            9.7871 ‖
‖       195 | 103721 |              76835 |   2.433e-02 |            9.7871 ‖
‖       196 | 104244 |              77286 |   2.432e-02 |            9.6890 ‖
‖       197 | 105092 |              77436 |   2.431e-02 |            9.6858 ‖
‖       198 | 105817 |              77700 |   2.429e-02 |            9.6744 ‖
‖       199 | 106392 |              78110 |   2.428e-02 |            9.5778 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.094 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1739.vnnlib: unknown
--- Verification time: 20.1087 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (447/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1926.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1926.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1926.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.092e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1926.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (448/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1991.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1991.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1991.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.422e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.325e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.244e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.195e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.107e-02 |           99.9999 ‖
‖         6 |     30 |                  2 |   3.034e-02 |           93.7500 ‖
‖         7 |     54 |                  8 |   2.925e-02 |           80.0798 ‖
‖         8 |     89 |                 26 |   2.909e-02 |           66.7802 ‖
‖         9 |    144 |                 59 |   2.821e-02 |           52.5678 ‖
‖        10 |    228 |                113 |   2.760e-02 |           41.1978 ‖
‖        11 |    307 |                251 |   2.674e-02 |           26.9095 ‖
‖        12 |    375 |                471 |   2.614e-02 |           16.1054 ‖
‖        13 |    420 |                773 |   2.536e-02 |            8.9069 ‖
‖        14 |    452 |               1124 |   2.462e-02 |            4.5808 ‖
‖        15 |    441 |               1539 |   2.416e-02 |            2.2164 ‖
‖        16 |    409 |               1966 |   2.349e-02 |            1.0099 ‖
‖        17 |    277 |               2459 |   2.245e-02 |            0.3145 ‖
‖        18 |    188 |               2774 |   2.180e-02 |            0.0977 ‖
‖        19 |     95 |               3013 |   2.072e-02 |            0.0209 ‖
‖        20 |     31 |               3141 |   1.983e-02 |            0.0035 ‖
‖        21 |      8 |               3186 |   1.816e-02 |            0.0003 ‖
‖        22 |      1 |               3198 |   1.839e-02 |            0.0000 ‖
‖        23 |      0 |               3199 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.975 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1991.vnnlib: unsat
--- Verification time: 0.9855 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (449/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3543.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3543.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3543.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.826e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3543.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (450/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5655.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5655.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5655.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.599e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5655.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (451/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1848.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1848.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1848.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.408e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.125e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.909e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.768e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.622e-02 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.523e-02 |           96.8750 ‖
‖         7 |     60 |                  3 |   3.442e-02 |           93.5011 ‖
‖         8 |    115 |                  8 |   3.347e-02 |           89.4019 ‖
‖         9 |    214 |                 24 |   3.261e-02 |           81.6362 ‖
‖        10 |    396 |                 54 |   3.205e-02 |           76.4337 ‖
‖        11 |    730 |                115 |   3.115e-02 |           69.6944 ‖
‖        12 |   1348 |                214 |   3.037e-02 |           64.0899 ‖
‖        13 |   2124 |                442 |   2.968e-02 |           57.8138 ‖
‖        14 |   3114 |                459 |   2.934e-02 |           57.7886 ‖
‖        15 |   3814 |                781 |   2.884e-02 |           53.4082 ‖
‖        16 |   4645 |                938 |   2.860e-02 |           51.6739 ‖
‖        17 |   5637 |                959 |   2.833e-02 |           51.5266 ‖
‖        18 |   6643 |                977 |   2.810e-02 |           51.1940 ‖
‖        19 |   7641 |               1003 |   2.797e-02 |           50.9801 ‖
‖        20 |   8621 |               1035 |   2.782e-02 |           50.8203 ‖
‖        21 |   9363 |               1313 |   2.762e-02 |           49.1623 ‖
‖        22 |  10245 |               1416 |   2.743e-02 |           48.7836 ‖
‖        23 |  11014 |               1669 |   2.721e-02 |           47.2738 ‖
‖        24 |  11855 |               1835 |   2.703e-02 |           46.5155 ‖
‖        25 |  12711 |               1989 |   2.686e-02 |           46.2913 ‖
‖        26 |  13607 |               2107 |   2.671e-02 |           46.2894 ‖
‖        27 |  14570 |               2165 |   2.651e-02 |           46.2885 ‖
‖        28 |  15496 |               2254 |   2.631e-02 |           46.1572 ‖
‖        29 |  16473 |               2299 |   2.611e-02 |           46.0110 ‖
‖        30 |  17325 |               2467 |   2.592e-02 |           44.7693 ‖
‖        31 |  18282 |               2524 |   2.573e-02 |           44.6001 ‖
‖        32 |  19192 |               2636 |   2.556e-02 |           43.9871 ‖
‖        33 |  20153 |               2691 |   2.542e-02 |           43.7224 ‖
‖        34 |  21153 |               2710 |   2.526e-02 |           43.6892 ‖
‖        35 |  22172 |               2713 |   2.511e-02 |           43.6888 ‖
‖        36 |  23108 |               2794 |   2.495e-02 |           43.5948 ‖
‖        37 |  24051 |               2868 |   2.481e-02 |           43.5175 ‖
‖        38 |  24849 |               3089 |   2.468e-02 |           43.0522 ‖
‖        39 |  25632 |               3298 |   2.458e-02 |           42.8880 ‖
‖        40 |  26499 |               3443 |   2.447e-02 |           42.8840 ‖
‖        41 |  27300 |               3649 |   2.437e-02 |           42.8201 ‖
‖        42 |  27962 |               3979 |   2.431e-02 |           42.7648 ‖
‖        43 |  28513 |               4409 |   2.428e-02 |           42.4277 ‖
‖        44 |  29023 |               4854 |   2.425e-02 |           42.1722 ‖
‖        45 |  29719 |               5158 |   2.423e-02 |           41.5434 ‖
‖        46 |  30684 |               5203 |   2.422e-02 |           41.4772 ‖
‖        47 |  31507 |               5394 |   2.418e-02 |           41.1067 ‖
‖        48 |  32417 |               5501 |   2.414e-02 |           40.9999 ‖
‖        49 |  33359 |               5573 |   2.407e-02 |           40.9801 ‖
‖        50 |  34323 |               5631 |   2.404e-02 |           40.9610 ‖
‖        51 |  35301 |               5667 |   2.401e-02 |           40.9592 ‖
‖        52 |  36301 |               5687 |   2.392e-02 |           40.9592 ‖
‖        53 |  37290 |               5718 |   2.388e-02 |           40.9592 ‖
‖        54 |  38234 |               5795 |   2.381e-02 |           40.9456 ‖
‖        55 |  38991 |               6046 |   2.373e-02 |           40.7484 ‖
‖        56 |  39789 |               6259 |   2.370e-02 |           40.7330 ‖
‖        57 |  40706 |               6351 |   2.362e-02 |           40.7295 ‖
‖        58 |  41690 |               6384 |   2.354e-02 |           40.6935 ‖
‖        59 |  42688 |               6410 |   2.347e-02 |           40.6206 ‖
‖        60 |  43702 |               6420 |   2.336e-02 |           40.5806 ‖
‖        61 |  44570 |               6554 |   2.327e-02 |           40.2574 ‖
‖        62 |  45322 |               6823 |   2.317e-02 |           39.4473 ‖
‖        63 |  46266 |               6890 |   2.305e-02 |           39.3050 ‖
‖        64 |  47231 |               6948 |   2.297e-02 |           39.1729 ‖
‖        65 |  48248 |               6955 |   2.287e-02 |           39.1562 ‖
‖        66 |  49183 |               7028 |   2.275e-02 |           38.9854 ‖
‖        67 |  50071 |               7164 |   2.264e-02 |           38.5831 ‖
‖        68 |  50913 |               7343 |   2.254e-02 |           38.1043 ‖
‖        69 |  51777 |               7488 |   2.243e-02 |           37.8185 ‖
‖        70 |  52686 |               7602 |   2.232e-02 |           37.5402 ‖
‖        71 |  53563 |               7746 |   2.224e-02 |           37.2981 ‖
‖        72 |  54323 |               7987 |   2.218e-02 |           37.2099 ‖
‖        73 |  55183 |               8114 |   2.215e-02 |           37.1941 ‖
‖        74 |  56042 |               8266 |   2.207e-02 |           37.1940 ‖
‖        75 |  56790 |               8525 |   2.204e-02 |           37.1935 ‖
‖        76 |  57511 |               8797 |   2.204e-02 |           37.1926 ‖
‖        77 |  58115 |               9189 |   2.200e-02 |           37.1925 ‖
‖        78 |  58431 |               9845 |   2.200e-02 |           37.1102 ‖
‖        79 |  58971 |              10264 |   2.200e-02 |           37.0872 ‖
‖        80 |  59564 |              10665 |   2.197e-02 |           37.0176 ‖
‖        81 |  60252 |              10959 |   2.197e-02 |           36.9755 ‖
‖        82 |  60948 |              11263 |   2.197e-02 |           36.9527 ‖
‖        83 |  61425 |              11756 |   2.193e-02 |           36.9237 ‖
‖        84 |  61849 |              12303 |   2.195e-02 |           36.8408 ‖
‖        85 |  62200 |              12919 |   2.196e-02 |           36.8023 ‖
‖        86 |  62586 |              13476 |   2.196e-02 |           36.6469 ‖
‖        87 |  63125 |              13922 |   2.197e-02 |           36.5773 ‖
‖        88 |  63707 |              14329 |   2.195e-02 |           36.5486 ‖
‖        89 |  64486 |              14549 |   2.197e-02 |           36.5279 ‖
‖        90 |  65288 |              14761 |   2.198e-02 |           36.5231 ‖
‖        91 |  66021 |              15034 |   2.195e-02 |           36.5040 ‖
‖        92 |  66857 |              15206 |   2.193e-02 |           36.5019 ‖
‖        93 |  67730 |              15340 |   2.192e-02 |           36.4833 ‖
‖        94 |  68514 |              15563 |   2.191e-02 |           36.4203 ‖
‖        95 |  69419 |              15676 |   2.191e-02 |           36.4192 ‖
‖        96 |  70121 |              15976 |   2.189e-02 |           36.3812 ‖
‖        97 |  71074 |              16041 |   2.188e-02 |           36.3298 ‖
‖        98 |  71690 |              16431 |   2.186e-02 |           36.1728 ‖
‖        99 |  72264 |              16855 |   2.185e-02 |           36.1152 ‖
‖       100 |  72447 |              17652 |   2.185e-02 |           36.0187 ‖
‖       101 |  72744 |              18308 |   2.186e-02 |           35.8606 ‖
‖       102 |  73264 |              18761 |   2.187e-02 |           35.6830 ‖
‖       103 |  74057 |              18970 |   2.187e-02 |           35.5795 ‖
‖       104 |  74933 |              19112 |   2.187e-02 |           35.3976 ‖
‖       105 |  75840 |              19209 |   2.183e-02 |           35.3524 ‖
‖       106 |  76456 |              19606 |   2.179e-02 |           34.9630 ‖
‖       107 |  77352 |              19710 |   2.175e-02 |           34.9203 ‖
‖       108 |  78203 |              19874 |   2.171e-02 |           34.8095 ‖
‖       109 |  79033 |              20060 |   2.168e-02 |           34.6936 ‖
‖       110 |  79970 |              20133 |   2.163e-02 |           34.6796 ‖
‖       111 |  80798 |              20314 |   2.160e-02 |           34.6426 ‖
‖       112 |  81601 |              20512 |   2.156e-02 |           34.6368 ‖
‖       113 |  82261 |              20844 |   2.154e-02 |           34.6345 ‖
‖       114 |  82755 |              21332 |   2.154e-02 |           34.5646 ‖
‖       115 |  83248 |              21806 |   2.156e-02 |           34.5267 ‖
‖       116 |  83808 |              22227 |   2.155e-02 |           34.5267 ‖
‖       117 |  84413 |              22610 |   2.157e-02 |           34.5132 ‖
‖       118 |  85146 |              22869 |   2.159e-02 |           34.5116 ‖
‖       119 |  85986 |              23021 |   2.157e-02 |           34.5076 ‖
‖       120 |  86876 |              23143 |   2.156e-02 |           34.5045 ‖
‖       121 |  87756 |              23274 |   2.153e-02 |           34.5046 ‖
‖       122 |  88652 |              23391 |   2.151e-02 |           34.5046 ‖
‖       123 |  89608 |              23452 |   2.150e-02 |           34.5057 ‖
‖       124 |  90592 |              23487 |   2.148e-02 |           34.5058 ‖
‖       125 |  91505 |              23591 |   2.145e-02 |           34.4934 ‖
‖       126 |  92398 |              23714 |   2.143e-02 |           34.4771 ‖
‖       127 |  93224 |              23901 |   2.140e-02 |           34.4412 ‖
‖       128 |  93791 |              24324 |   2.137e-02 |           34.3182 ‖
‖       129 |  94251 |              24838 |   2.136e-02 |           34.2932 ‖
‖       130 |  94852 |              25204 |   2.134e-02 |           34.2931 ‖
‖       131 |  95331 |              25694 |   2.133e-02 |           34.2657 ‖
‖       132 |  95893 |              26100 |   2.134e-02 |           34.2581 ‖
‖       133 |  96477 |              26478 |   2.133e-02 |           34.2569 ‖
‖       134 |  97252 |              26698 |   2.132e-02 |           34.2527 ‖
‖       135 |  98150 |              26815 |   2.129e-02 |           34.2504 ‖
‖       136 |  99093 |              26883 |   2.126e-02 |           34.2391 ‖
‖       137 | 100022 |              26969 |   2.125e-02 |           34.2363 ‖
‖       138 | 100952 |              27055 |   2.121e-02 |           34.2363 ‖
‖       139 | 101855 |              27161 |   2.118e-02 |           34.2350 ‖
‖       140 | 102743 |              27288 |   2.117e-02 |           34.2304 ‖
‖       141 | 103555 |              27483 |   2.114e-02 |           34.2044 ‖
‖       142 | 104337 |              27701 |   2.111e-02 |           34.1766 ‖
‖       143 | 105088 |              27957 |   2.108e-02 |           34.1766 ‖
‖       144 | 105737 |              28298 |   2.105e-02 |           34.1766 ‖
‖       145 | 106139 |              28860 |   2.105e-02 |           34.0452 ‖
‖       146 | 106760 |              29223 |   2.104e-02 |           33.9923 ‖
‖       147 | 107485 |              29474 |   2.101e-02 |           33.9923 ‖
‖       148 | 108179 |              29775 |   2.098e-02 |           33.7424 ‖
‖       149 | 108888 |              30065 |   2.095e-02 |           33.5230 ‖
‖       150 | 109721 |              30237 |   2.090e-02 |           33.3625 ‖
‖       151 | 110680 |              30293 |   2.086e-02 |           33.3625 ‖
‖       152 | 111622 |              30368 |   2.081e-02 |           33.3625 ‖
‖       153 | 112343 |              30645 |   2.077e-02 |           33.1839 ‖
‖       154 | 112993 |              30992 |   2.077e-02 |           33.1719 ‖
‖       155 | 113526 |              31432 |   2.074e-02 |           33.1715 ‖
‖       156 | 114268 |              31685 |   2.072e-02 |           33.1649 ‖
‖       157 | 115062 |              31884 |   2.071e-02 |           33.1558 ‖
‖       158 | 115905 |              32043 |   2.066e-02 |           33.1558 ‖
‖       159 | 116651 |              32297 |   2.063e-02 |           33.0151 ‖
‖       160 | 117527 |              32434 |   2.058e-02 |           33.0151 ‖
‖       161 | 118283 |              32690 |   2.054e-02 |           33.0151 ‖
‖       162 | 118850 |              33097 |   2.052e-02 |           32.7801 ‖
‖       163 | 119485 |              33458 |   2.049e-02 |           32.6652 ‖
‖       164 | 120038 |              33867 |   2.046e-02 |           32.6087 ‖
‖       165 | 120570 |              34336 |   2.044e-02 |           32.2907 ‖
‖       166 | 121113 |              34768 |   2.041e-02 |           32.2061 ‖
‖       167 | 121509 |              35325 |   2.039e-02 |           32.0482 ‖
‖       168 | 122149 |              35661 |   2.036e-02 |           31.9489 ‖
‖       169 | 122714 |              36070 |   2.033e-02 |           31.9489 ‖
‖       170 | 123325 |              36421 |   2.031e-02 |           31.8637 ‖
‖       171 | 123814 |              36896 |   2.030e-02 |           31.6811 ‖
‖       172 | 124219 |              37452 |   2.028e-02 |           31.6226 ‖
‖       173 | 124639 |              37979 |   2.027e-02 |           31.2793 ‖
‖       174 | 125076 |              38530 |   2.027e-02 |           31.1861 ‖
‖       175 | 125338 |              39221 |   2.026e-02 |           31.1120 ‖
‖       176 | 125654 |              39830 |   2.026e-02 |           31.0339 ‖
‖       177 | 125853 |              40605 |   2.026e-02 |           31.0290 ‖
‖       178 | 126073 |              41293 |   2.028e-02 |           30.9823 ‖
‖       179 | 126468 |              41861 |   2.031e-02 |           30.9689 ‖
‖       180 | 126803 |              42489 |   2.032e-02 |           30.9640 ‖
‖       181 | 127145 |              43102 |   2.033e-02 |           30.9613 ‖
‖       182 | 127678 |              43532 |   2.032e-02 |           30.9613 ‖
‖       183 | 128211 |              43983 |   2.033e-02 |           30.9596 ‖
‖       184 | 128739 |              44438 |   2.034e-02 |           30.9589 ‖
‖       185 | 129160 |              44980 |   2.034e-02 |           30.9589 ‖
‖       186 | 129673 |              45447 |   2.036e-02 |           30.9577 ‖
‖       187 | 130216 |              45877 |   2.037e-02 |           30.9570 ‖
‖       188 | 130688 |              46380 |   2.038e-02 |           30.9565 ‖
‖       189 | 131263 |              46773 |   2.036e-02 |           30.9566 ‖
‖       190 | 131718 |              47264 |   2.035e-02 |           30.8746 ‖
‖       191 | 132322 |              47646 |   2.035e-02 |           30.8736 ‖
‖       192 | 132831 |              48105 |   2.036e-02 |           30.8643 ‖
‖       193 | 133238 |              48668 |   2.035e-02 |           30.8523 ‖
‖       194 | 133508 |              49344 |   2.034e-02 |           30.8042 ‖
‖       195 | 133846 |              49958 |   2.033e-02 |           30.7767 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.063 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1848.vnnlib: unknown
--- Verification time: 20.0800 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (452/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3043.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3043.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3043.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.670e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3043.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (453/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_793.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_793.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_793.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.928e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_793.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (454/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5399.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5399.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5399.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.755e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5399.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (455/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5511.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5511.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5511.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.177e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5511.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (456/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_965.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_965.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_965.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.349e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_965.vnnlib: unsat
--- Verification time: 0.0311 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (457/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_28.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_28.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_28.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.617e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_28.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (458/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2369.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2369.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2369.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.838e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.706e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.641e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.519e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.446e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.380e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.335e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.276e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.209e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.138e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.064e-02 |          100.0000 ‖
‖        12 |   2048 |                  0 |   2.991e-02 |           99.9866 ‖
‖        13 |   3063 |                  9 |   2.933e-02 |           99.6875 ‖
‖        14 |   4087 |                  9 |   2.892e-02 |           99.6875 ‖
‖        15 |   5111 |                  9 |   2.863e-02 |           99.6858 ‖
‖        16 |   6069 |                 73 |   2.833e-02 |           98.6917 ‖
‖        17 |   7081 |                 85 |   2.809e-02 |           98.5173 ‖
‖        18 |   8105 |                 85 |   2.787e-02 |           98.5169 ‖
‖        19 |   9129 |                 85 |   2.771e-02 |           98.5165 ‖
‖        20 |  10153 |                 85 |   2.756e-02 |           98.5160 ‖
‖        21 |  11177 |                 85 |   2.742e-02 |           98.5154 ‖
‖        22 |  12201 |                 85 |   2.727e-02 |           98.5154 ‖
‖        23 |  13225 |                 85 |   2.712e-02 |           98.5156 ‖
‖        24 |  14235 |                 95 |   2.699e-02 |           98.4709 ‖
‖        25 |  15031 |                315 |   2.684e-02 |           96.9333 ‖
‖        26 |  16021 |                346 |   2.670e-02 |           96.6316 ‖
‖        27 |  17020 |                370 |   2.656e-02 |           96.4755 ‖
‖        28 |  18044 |                370 |   2.644e-02 |           96.4636 ‖
‖        29 |  19064 |                374 |   2.631e-02 |           96.4447 ‖
‖        30 |  20061 |                401 |   2.614e-02 |           96.2136 ‖
‖        31 |  21085 |                401 |   2.600e-02 |           96.2100 ‖
‖        32 |  22095 |                415 |   2.586e-02 |           96.1106 ‖
‖        33 |  23117 |                417 |   2.572e-02 |           96.0914 ‖
‖        34 |  24139 |                419 |   2.559e-02 |           96.0651 ‖
‖        35 |  25163 |                419 |   2.547e-02 |           96.0654 ‖
‖        36 |  26182 |                424 |   2.535e-02 |           96.0083 ‖
‖        37 |  27206 |                424 |   2.522e-02 |           96.0049 ‖
‖        38 |  28229 |                425 |   2.510e-02 |           95.9931 ‖
‖        39 |  29253 |                425 |   2.499e-02 |           95.9931 ‖
‖        40 |  30277 |                425 |   2.487e-02 |           95.9929 ‖
‖        41 |  31301 |                425 |   2.474e-02 |           95.9933 ‖
‖        42 |  32325 |                425 |   2.462e-02 |           95.9929 ‖
‖        43 |  33349 |                425 |   2.451e-02 |           95.9929 ‖
‖        44 |  34373 |                425 |   2.440e-02 |           95.9926 ‖
‖        45 |  35397 |                425 |   2.427e-02 |           95.9929 ‖
‖        46 |  36421 |                425 |   2.416e-02 |           95.9929 ‖
‖        47 |  37445 |                425 |   2.404e-02 |           95.9929 ‖
‖        48 |  38461 |                431 |   2.392e-02 |           95.9803 ‖
‖        49 |  39485 |                431 |   2.382e-02 |           95.9811 ‖
‖        50 |  40509 |                431 |   2.370e-02 |           95.9811 ‖
‖        51 |  41392 |                553 |   2.359e-02 |           95.6427 ‖
‖        52 |  42177 |                784 |   2.346e-02 |           94.8121 ‖
‖        53 |  43069 |                911 |   2.334e-02 |           94.4286 ‖
‖        54 |  43941 |               1049 |   2.322e-02 |           93.9502 ‖
‖        55 |  44859 |               1155 |   2.312e-02 |           93.4939 ‖
‖        56 |  45883 |               1155 |   2.300e-02 |           93.4938 ‖
‖        57 |  46874 |               1185 |   2.290e-02 |           93.3894 ‖
‖        58 |  47898 |               1185 |   2.281e-02 |           93.3897 ‖
‖        59 |  48922 |               1185 |   2.270e-02 |           93.3898 ‖
‖        60 |  49909 |               1220 |   2.260e-02 |           93.2384 ‖
‖        61 |  50921 |               1232 |   2.252e-02 |           93.1651 ‖
‖        62 |  51945 |               1232 |   2.241e-02 |           93.1657 ‖
‖        63 |  52969 |               1232 |   2.232e-02 |           93.1658 ‖
‖        64 |  53993 |               1232 |   2.224e-02 |           93.1653 ‖
‖        65 |  55017 |               1232 |   2.213e-02 |           93.1650 ‖
‖        66 |  55936 |               1329 |   2.203e-02 |           92.8433 ‖
‖        67 |  56949 |               1340 |   2.195e-02 |           92.8111 ‖
‖        68 |  57973 |               1340 |   2.183e-02 |           92.8115 ‖
‖        69 |  58997 |               1340 |   2.175e-02 |           92.8115 ‖
‖        70 |  59999 |               1362 |   2.168e-02 |           92.8052 ‖
‖        71 |  60909 |               1466 |   2.159e-02 |           92.7901 ‖
‖        72 |  61699 |               1687 |   2.154e-02 |           92.5468 ‖
‖        73 |  62423 |               1971 |   2.151e-02 |           92.5262 ‖
‖        74 |  63001 |               2364 |   2.149e-02 |           92.5264 ‖
‖        75 |  63615 |               2706 |   2.148e-02 |           92.3941 ‖
‖        76 |  64225 |               3072 |   2.148e-02 |           92.3938 ‖
‖        77 |  64767 |               3506 |   2.146e-02 |           92.3938 ‖
‖        78 |  65213 |               4022 |   2.149e-02 |           92.2890 ‖
‖        79 |  65718 |               4493 |   2.153e-02 |           92.2791 ‖
‖        80 |  66277 |               4915 |   2.152e-02 |           92.2791 ‖
‖        81 |  66840 |               5319 |   2.156e-02 |           92.2791 ‖
‖        82 |  67503 |               5650 |   2.159e-02 |           92.2785 ‖
‖        83 |  68242 |               5905 |   2.158e-02 |           92.2786 ‖
‖        84 |  69023 |               6126 |   2.158e-02 |           92.0913 ‖
‖        85 |  69913 |               6239 |   2.159e-02 |           92.0912 ‖
‖        86 |  70857 |               6309 |   2.155e-02 |           92.0912 ‖
‖        87 |  71829 |               6358 |   2.154e-02 |           92.0095 ‖
‖        88 |  72837 |               6372 |   2.153e-02 |           91.9803 ‖
‖        89 |  73856 |               6377 |   2.148e-02 |           91.9713 ‖
‖        90 |  74838 |               6418 |   2.145e-02 |           91.8108 ‖
‖        91 |  75852 |               6428 |   2.144e-02 |           91.7820 ‖
‖        92 |  76876 |               6428 |   2.138e-02 |           91.7820 ‖
‖        93 |  77891 |               6437 |   2.135e-02 |           91.7207 ‖
‖        94 |  78915 |               6437 |   2.134e-02 |           91.7142 ‖
‖        95 |  79939 |               6437 |   2.127e-02 |           91.7143 ‖
‖        96 |  80962 |               6438 |   2.124e-02 |           91.7044 ‖
‖        97 |  81986 |               6438 |   2.122e-02 |           91.7054 ‖
‖        98 |  83010 |               6438 |   2.115e-02 |           91.7055 ‖
‖        99 |  84034 |               6438 |   2.112e-02 |           91.7060 ‖
‖       100 |  85058 |               6438 |   2.109e-02 |           91.7061 ‖
‖       101 |  86082 |               6438 |   2.102e-02 |           91.7058 ‖
‖       102 |  87106 |               6438 |   2.099e-02 |           91.7059 ‖
‖       103 |  88130 |               6438 |   2.095e-02 |           91.7063 ‖
‖       104 |  89154 |               6438 |   2.088e-02 |           91.7070 ‖
‖       105 |  90178 |               6438 |   2.085e-02 |           91.7070 ‖
‖       106 |  91202 |               6438 |   2.082e-02 |           91.7070 ‖
‖       107 |  92226 |               6438 |   2.074e-02 |           91.7070 ‖
‖       108 |  93250 |               6438 |   2.071e-02 |           91.7071 ‖
‖       109 |  94274 |               6438 |   2.068e-02 |           91.7070 ‖
‖       110 |  95298 |               6438 |   2.060e-02 |           91.7069 ‖
‖       111 |  96291 |               6469 |   2.056e-02 |           91.7070 ‖
‖       112 |  97270 |               6503 |   2.053e-02 |           91.7070 ‖
‖       113 |  98208 |               6581 |   2.046e-02 |           91.7070 ‖
‖       114 |  99085 |               6720 |   2.044e-02 |           91.7070 ‖
‖       115 |  99821 |               6979 |   2.043e-02 |           91.7070 ‖
‖       116 | 100538 |               7258 |   2.039e-02 |           91.7070 ‖
‖       117 | 101346 |               7454 |   2.038e-02 |           91.7070 ‖
‖       118 | 102204 |               7611 |   2.036e-02 |           91.7070 ‖
‖       119 | 102932 |               7854 |   2.031e-02 |           91.7070 ‖
‖       120 | 103647 |               8136 |   2.030e-02 |           91.7071 ‖
‖       121 | 104328 |               8452 |   2.030e-02 |           91.7070 ‖
‖       122 | 104961 |               8814 |   2.026e-02 |           91.7070 ‖
‖       123 | 105516 |               9236 |   2.027e-02 |           91.7070 ‖
‖       124 | 106028 |               9697 |   2.029e-02 |           91.7071 ‖
‖       125 | 106472 |              10229 |   2.027e-02 |           91.7071 ‖
‖       126 | 106913 |              10744 |   2.030e-02 |           91.7070 ‖
‖       127 | 107554 |              11080 |   2.031e-02 |           91.7070 ‖
‖       128 | 108316 |              11301 |   2.027e-02 |           91.7070 ‖
‖       129 | 109071 |              11523 |   2.026e-02 |           91.6046 ‖
‖       130 | 110014 |              11589 |   2.024e-02 |           91.6046 ‖
‖       131 | 110889 |              11707 |   2.018e-02 |           91.4779 ‖
‖       132 | 111538 |              12062 |   2.015e-02 |           90.8408 ‖
‖       133 | 112485 |              12128 |   2.010e-02 |           90.7438 ‖
‖       134 | 113389 |              12231 |   2.006e-02 |           90.5923 ‖
‖       135 | 114401 |              12241 |   2.003e-02 |           90.5923 ‖
‖       136 | 115418 |              12247 |   1.997e-02 |           90.5924 ‖
‖       137 | 116219 |              12443 |   1.993e-02 |           90.2777 ‖
‖       138 | 117209 |              12471 |   1.990e-02 |           90.2541 ‖
‖       139 | 118129 |              12551 |   1.983e-02 |           90.1661 ‖
‖       140 | 118912 |              12785 |   1.980e-02 |           89.7397 ‖
‖       141 | 119838 |              12875 |   1.976e-02 |           89.5965 ‖
‖       142 | 120789 |              12947 |   1.971e-02 |           89.5758 ‖
‖       143 | 121662 |              13091 |   1.969e-02 |           89.5758 ‖
‖       144 | 122436 |              13324 |   1.967e-02 |           89.5759 ‖
‖       145 | 123136 |              13619 |   1.963e-02 |           89.4451 ‖
‖       146 | 123915 |              13846 |   1.963e-02 |           89.4435 ‖
‖       147 | 124614 |              14143 |   1.961e-02 |           89.4435 ‖
‖       148 | 125218 |              14530 |   1.959e-02 |           89.4435 ‖
‖       149 | 126016 |              14742 |   1.959e-02 |           89.4435 ‖
‖       150 | 126806 |              14956 |   1.957e-02 |           89.4434 ‖
‖       151 | 127573 |              15200 |   1.954e-02 |           89.4435 ‖
‖       152 | 128266 |              15513 |   1.954e-02 |           89.4434 ‖
‖       153 | 128966 |              15813 |   1.951e-02 |           89.4435 ‖
‖       154 | 129616 |              16148 |   1.949e-02 |           89.3302 ‖
‖       155 | 130250 |              16510 |   1.949e-02 |           89.1085 ‖
‖       156 | 131083 |              16689 |   1.945e-02 |           89.1084 ‖
‖       157 | 131803 |              16971 |   1.942e-02 |           88.9705 ‖
‖       158 | 132523 |              17259 |   1.942e-02 |           88.8064 ‖
‖       159 | 133229 |              17552 |   1.939e-02 |           88.7959 ‖
‖       160 | 134044 |              17736 |   1.937e-02 |           88.7873 ‖
‖       161 | 134965 |              17826 |   1.934e-02 |           88.7873 ‖
‖       162 | 135950 |              17862 |   1.930e-02 |           88.7873 ‖
‖       163 | 136954 |              17878 |   1.926e-02 |           88.7649 ‖
‖       164 | 137961 |              17895 |   1.925e-02 |           88.7330 ‖
‖       165 | 138974 |              17906 |   1.920e-02 |           88.7330 ‖
‖       166 | 139980 |              17924 |   1.916e-02 |           88.7330 ‖
‖       167 | 140945 |              17981 |   1.915e-02 |           88.7330 ‖
‖       168 | 141807 |              18137 |   1.912e-02 |           88.7331 ‖
‖       169 | 142718 |              18239 |   1.909e-02 |           88.7330 ‖
‖       170 | 143585 |              18386 |   1.907e-02 |           88.7330 ‖
‖       171 | 144406 |              18571 |   1.903e-02 |           88.7331 ‖
‖       172 | 145110 |              18861 |   1.900e-02 |           88.5387 ‖
‖       173 | 145941 |              19036 |   1.900e-02 |           88.5386 ‖
‖       174 | 146748 |              19234 |   1.895e-02 |           88.5387 ‖
‖       175 | 147576 |              19412 |   1.894e-02 |           88.5387 ‖
‖       176 | 148407 |              19592 |   1.894e-02 |           88.5387 ‖
‖       177 | 149270 |              19734 |   1.889e-02 |           88.5387 ‖
‖       178 | 150091 |              19928 |   1.887e-02 |           88.5387 ‖
‖       179 | 150817 |              20220 |   1.886e-02 |           88.5386 ‖
‖       180 | 151495 |              20523 |   1.883e-02 |           88.5387 ‖
‖       181 | 152265 |              20745 |   1.882e-02 |           88.5386 ‖
‖       182 | 153114 |              20900 |   1.882e-02 |           88.5387 ‖
‖       183 | 153977 |              21044 |   1.877e-02 |           88.5387 ‖
‖       184 | 154850 |              21175 |   1.876e-02 |           88.5387 ‖
‖       185 | 155748 |              21290 |   1.875e-02 |           88.5386 ‖
‖       186 | 156557 |              21494 |   1.871e-02 |           88.5387 ‖
‖       187 | 157392 |              21656 |   1.869e-02 |           88.5387 ‖
‖       188 | 158155 |              21881 |   1.868e-02 |           88.5386 ‖
‖       189 | 158638 |              22381 |   1.865e-02 |           88.5214 ‖
‖       190 | 159129 |              22855 |   1.866e-02 |           88.4003 ‖
‖       191 | 159535 |              23418 |   1.867e-02 |           88.3616 ‖
‖       192 | 159868 |              24051 |   1.867e-02 |           88.3325 ‖
‖       193 | 160400 |              24494 |   1.869e-02 |           88.3295 ‖
‖       194 | 160805 |              25059 |   1.869e-02 |           88.3249 ‖
‖       195 | 161301 |              25534 |   1.870e-02 |           88.3249 ‖
‖       196 | 161715 |              26077 |   1.871e-02 |           88.3249 ‖
‖       197 | 161992 |              26734 |   1.873e-02 |           88.0985 ‖
‖       198 | 162590 |              27107 |   1.875e-02 |           88.0985 ‖
‖       199 | 163274 |              27412 |   1.875e-02 |           88.0985 ‖
‖       200 | 163947 |              27731 |   1.876e-02 |           88.0985 ‖
‖       201 | 164533 |              28124 |   1.876e-02 |           88.0985 ‖
‖       202 | 165174 |              28465 |   1.875e-02 |           88.0985 ‖
‖       203 | 165776 |              28849 |   1.875e-02 |           87.9797 ‖
‖       204 | 166427 |              29179 |   1.875e-02 |           87.8587 ‖
‖       205 | 167027 |              29550 |   1.876e-02 |           87.8083 ‖
‖       206 | 167624 |              29930 |   1.877e-02 |           87.7950 ‖
‖       207 | 168178 |              30351 |   1.878e-02 |           87.7950 ‖
‖       208 | 168731 |              30778 |   1.877e-02 |           87.7950 ‖
‖       209 | 169259 |              31230 |   1.878e-02 |           87.7950 ‖
‖       210 | 169726 |              31750 |   1.880e-02 |           87.7950 ‖
‖       211 | 170162 |              32260 |   1.882e-02 |           87.7950 ‖
‖       212 | 170718 |              32661 |   1.885e-02 |           87.7950 ‖
‖       213 | 171454 |              32907 |   1.887e-02 |           87.7950 ‖
‖       214 | 172306 |              33052 |   1.887e-02 |           87.7950 ‖
‖       215 | 173208 |              33156 |   1.886e-02 |           87.7950 ‖
‖       216 | 173983 |              33377 |   1.886e-02 |           87.5045 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2369.vnnlib: unknown
--- Verification time: 20.0278 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (459/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5478.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5478.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5478.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.399e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5478.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (460/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6000.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6000.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6000.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.587e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.506e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.406e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.288e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.162e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.060e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.963e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.892e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.816e-02 |           99.3847 ‖
‖        10 |    507 |                  4 |   3.767e-02 |           98.7735 ‖
‖        11 |    995 |                 23 |   3.704e-02 |           96.2368 ‖
‖        12 |   1907 |                 99 |   3.631e-02 |           91.1823 ‖
‖        13 |   2667 |                344 |   3.576e-02 |           83.9348 ‖
‖        14 |   3621 |                379 |   3.562e-02 |           83.7949 ‖
‖        15 |   4492 |                527 |   3.529e-02 |           81.7175 ‖
‖        16 |   5161 |                869 |   3.490e-02 |           77.0187 ‖
‖        17 |   6081 |                935 |   3.472e-02 |           76.6995 ‖
‖        18 |   6999 |               1037 |   3.445e-02 |           74.9287 ‖
‖        19 |   7992 |               1061 |   3.424e-02 |           74.4923 ‖
‖        20 |   9010 |               1064 |   3.401e-02 |           74.4923 ‖
‖        21 |   9891 |               1203 |   3.380e-02 |           73.7114 ‖
‖        22 |  10895 |               1213 |   3.361e-02 |           73.7106 ‖
‖        23 |  11781 |               1345 |   3.337e-02 |           72.8214 ‖
‖        24 |  12417 |               1731 |   3.311e-02 |           70.3075 ‖
‖        25 |  13345 |               1785 |   3.290e-02 |           70.2880 ‖
‖        26 |  14315 |               1838 |   3.271e-02 |           69.8249 ‖
‖        27 |  15333 |               1841 |   3.256e-02 |           69.8247 ‖
‖        28 |  16309 |               1887 |   3.236e-02 |           69.4554 ‖
‖        29 |  17052 |               2166 |   3.214e-02 |           67.3881 ‖
‖        30 |  18015 |               2210 |   3.197e-02 |           67.1739 ‖
‖        31 |  18982 |               2266 |   3.176e-02 |           66.6285 ‖
‖        32 |  19893 |               2379 |   3.158e-02 |           65.7294 ‖
‖        33 |  20875 |               2414 |   3.140e-02 |           65.4861 ‖
‖        34 |  21894 |               2419 |   3.120e-02 |           65.4102 ‖
‖        35 |  22918 |               2419 |   3.105e-02 |           65.4098 ‖
‖        36 |  23942 |               2419 |   3.086e-02 |           65.4094 ‖
‖        37 |  24857 |               2527 |   3.066e-02 |           64.9171 ‖
‖        38 |  25851 |               2554 |   3.053e-02 |           64.6709 ‖
‖        39 |  26863 |               2560 |   3.035e-02 |           64.6700 ‖
‖        40 |  27886 |               2561 |   3.020e-02 |           64.6326 ‖
‖        41 |  28910 |               2561 |   3.007e-02 |           64.6318 ‖
‖        42 |  29934 |               2561 |   2.989e-02 |           64.6316 ‖
‖        43 |  30827 |               2677 |   2.972e-02 |           64.3402 ‖
‖        44 |  31845 |               2680 |   2.959e-02 |           64.3402 ‖
‖        45 |  32869 |               2680 |   2.939e-02 |           64.3400 ‖
‖        46 |  33396 |               3172 |   2.920e-02 |           62.7155 ‖
‖        47 |  34251 |               3298 |   2.901e-02 |           62.5603 ‖
‖        48 |  35198 |               3373 |   2.888e-02 |           62.5604 ‖
‖        49 |  36094 |               3495 |   2.879e-02 |           62.5603 ‖
‖        50 |  36911 |               3694 |   2.867e-02 |           62.5605 ‖
‖        51 |  37440 |               4158 |   2.864e-02 |           61.9943 ‖
‖        52 |  37886 |               4683 |   2.869e-02 |           61.9684 ‖
‖        53 |  38323 |               5231 |   2.871e-02 |           61.9674 ‖
‖        54 |  38886 |               5652 |   2.880e-02 |           61.9509 ‖
‖        55 |  39598 |               5946 |   2.887e-02 |           61.9512 ‖
‖        56 |  40558 |               6005 |   2.880e-02 |           61.8371 ‖
‖        57 |  41530 |               6050 |   2.878e-02 |           61.7027 ‖
‖        58 |  42544 |               6055 |   2.875e-02 |           61.7026 ‖
‖        59 |  43495 |               6126 |   2.867e-02 |           61.4731 ‖
‖        60 |  44125 |               6519 |   2.859e-02 |           60.1131 ‖
‖        61 |  44981 |               6638 |   2.851e-02 |           59.9212 ‖
‖        62 |  45895 |               6745 |   2.844e-02 |           59.5361 ‖
‖        63 |  46914 |               6748 |   2.841e-02 |           59.5362 ‖
‖        64 |  47931 |               6752 |   2.831e-02 |           59.5364 ‖
‖        65 |  48737 |               6952 |   2.821e-02 |           58.8979 ‖
‖        66 |  49722 |               6989 |   2.816e-02 |           58.8981 ‖
‖        67 |  50712 |               7019 |   2.807e-02 |           58.8982 ‖
‖        68 |  51503 |               7250 |   2.799e-02 |           58.0591 ‖
‖        69 |  52298 |               7471 |   2.792e-02 |           57.3683 ‖
‖        70 |  53201 |               7574 |   2.781e-02 |           57.3683 ‖
‖        71 |  53856 |               7920 |   2.778e-02 |           56.7763 ‖
‖        72 |  54494 |               8285 |   2.774e-02 |           56.7383 ‖
‖        73 |  54995 |               8765 |   2.771e-02 |           56.7384 ‖
‖        74 |  55417 |               9309 |   2.771e-02 |           56.4455 ‖
‖        75 |  55870 |               9798 |   2.774e-02 |           56.4128 ‖
‖        76 |  56535 |              10120 |   2.774e-02 |           56.4128 ‖
‖        77 |  57293 |              10356 |   2.772e-02 |           56.3880 ‖
‖        78 |  58177 |              10474 |   2.772e-02 |           56.3820 ‖
‖        79 |  59102 |              10567 |   2.766e-02 |           56.3817 ‖
‖        80 |  60059 |              10627 |   2.757e-02 |           56.3815 ‖
‖        81 |  61013 |              10693 |   2.755e-02 |           56.3813 ‖
‖        82 |  61902 |              10822 |   2.749e-02 |           56.3126 ‖
‖        83 |  62658 |              11070 |   2.742e-02 |           55.9237 ‖
‖        84 |  63428 |              11300 |   2.739e-02 |           55.9237 ‖
‖        85 |  64028 |              11698 |   2.735e-02 |           55.7148 ‖
‖        86 |  64465 |              12244 |   2.735e-02 |           55.2535 ‖
‖        87 |  64915 |              12739 |   2.737e-02 |           55.0831 ‖
‖        88 |  65349 |              13271 |   2.734e-02 |           55.0108 ‖
‖        89 |  65957 |              13634 |   2.734e-02 |           55.0105 ‖
‖        90 |  66613 |              13953 |   2.733e-02 |           55.0104 ‖
‖        91 |  67378 |              14184 |   2.727e-02 |           54.7831 ‖
‖        92 |  68273 |              14294 |   2.724e-02 |           54.6589 ‖
‖        93 |  69211 |              14371 |   2.719e-02 |           54.6554 ‖
‖        94 |  70095 |              14505 |   2.712e-02 |           54.5918 ‖
‖        95 |  70861 |              14752 |   2.710e-02 |           54.5747 ‖
‖        96 |  71430 |              15179 |   2.711e-02 |           54.5700 ‖
‖        97 |  71922 |              15655 |   2.706e-02 |           54.5700 ‖
‖        98 |  72376 |              16176 |   2.708e-02 |           54.5699 ‖
‖        99 |  72968 |              16554 |   2.709e-02 |           54.5698 ‖
‖       100 |  73587 |              16917 |   2.704e-02 |           54.4941 ‖
‖       101 |  74289 |              17216 |   2.704e-02 |           54.4927 ‖
‖       102 |  74880 |              17627 |   2.702e-02 |           54.4926 ‖
‖       103 |  75525 |              17979 |   2.698e-02 |           54.4926 ‖
‖       104 |  76095 |              18397 |   2.699e-02 |           54.4926 ‖
‖       105 |  76556 |              18906 |   2.699e-02 |           54.4925 ‖
‖       106 |  77044 |              19397 |   2.695e-02 |           54.4925 ‖
‖       107 |  77546 |              19869 |   2.695e-02 |           54.4925 ‖
‖       108 |  77992 |              20396 |   2.694e-02 |           54.4925 ‖
‖       109 |  77868 |              21479 |   2.692e-02 |           53.7479 ‖
‖       110 |  77811 |              22423 |   2.691e-02 |           53.6934 ‖
‖       111 |  77822 |              23340 |   2.690e-02 |           53.5486 ‖
‖       112 |  78134 |              23987 |   2.693e-02 |           53.5488 ‖
‖       113 |  78457 |              24629 |   2.694e-02 |           53.5488 ‖
‖       114 |  78828 |              25218 |   2.699e-02 |           53.5480 ‖
‖       115 |  79300 |              25691 |   2.703e-02 |           53.5480 ‖
‖       116 |  79952 |              26028 |   2.704e-02 |           53.5481 ‖
‖       117 |  80573 |              26398 |   2.707e-02 |           53.5481 ‖
‖       118 |  81190 |              26761 |   2.710e-02 |           53.5481 ‖
‖       119 |  81671 |              27275 |   2.710e-02 |           53.5481 ‖
‖       120 |  82325 |              27587 |   2.710e-02 |           53.5482 ‖
‖       121 |  82822 |              28082 |   2.710e-02 |           53.5483 ‖
‖       122 |  83209 |              28669 |   2.710e-02 |           53.0495 ‖
‖       123 |  83769 |              29079 |   2.711e-02 |           52.9470 ‖
‖       124 |  84427 |              29418 |   2.712e-02 |           52.8038 ‖
‖       125 |  85222 |              29622 |   2.713e-02 |           52.7794 ‖
‖       126 |  85954 |              29888 |   2.711e-02 |           52.7615 ‖
‖       127 |  86707 |              30136 |   2.708e-02 |           52.7397 ‖
‖       128 |  87360 |              30486 |   2.709e-02 |           52.6075 ‖
‖       129 |  87906 |              30931 |   2.710e-02 |           52.5926 ‖
‖       130 |  88327 |              31486 |   2.713e-02 |           52.5696 ‖
‖       131 |  88778 |              31973 |   2.717e-02 |           52.5685 ‖
‖       132 |  89382 |              32332 |   2.718e-02 |           52.5399 ‖
‖       133 |  90187 |              32520 |   2.717e-02 |           52.5399 ‖
‖       134 |  91105 |              32614 |   2.715e-02 |           52.5399 ‖
‖       135 |  92023 |              32703 |   2.714e-02 |           52.4807 ‖
‖       136 |  93035 |              32713 |   2.714e-02 |           52.4807 ‖
‖       137 |  94048 |              32721 |   2.712e-02 |           52.4806 ‖
‖       138 |  95070 |              32723 |   2.710e-02 |           52.4806 ‖
‖       139 |  96086 |              32730 |   2.710e-02 |           52.4806 ‖
‖       140 |  97106 |              32734 |   2.706e-02 |           52.4807 ‖
‖       141 |  98016 |              32840 |   2.701e-02 |           52.3348 ‖
‖       142 |  98996 |              32881 |   2.698e-02 |           52.3348 ‖
‖       143 |  99962 |              32930 |   2.693e-02 |           52.3348 ‖
‖       144 | 100581 |              33327 |   2.688e-02 |           51.7481 ‖
‖       145 | 101154 |              33693 |   2.685e-02 |           51.4415 ‖
‖       146 | 101807 |              34038 |   2.681e-02 |           51.2640 ‖
‖       147 | 102509 |              34337 |   2.678e-02 |           51.2641 ‖
‖       148 | 103088 |              34740 |   2.676e-02 |           51.2640 ‖
‖       149 | 103432 |              35384 |   2.674e-02 |           50.9149 ‖
‖       150 | 103866 |              35908 |   2.675e-02 |           50.8988 ‖
‖       151 | 104297 |              36446 |   2.673e-02 |           50.8987 ‖
‖       152 | 104860 |              36860 |   2.676e-02 |           50.8973 ‖
‖       153 | 105557 |              37160 |   2.677e-02 |           50.8972 ‖
‖       154 | 106315 |              37396 |   2.673e-02 |           50.8972 ‖
‖       155 | 107160 |              37555 |   2.671e-02 |           50.8972 ‖
‖       156 | 107991 |              37735 |   2.668e-02 |           50.8972 ‖
‖       157 | 108670 |              38062 |   2.664e-02 |           50.8495 ‖
‖       158 | 109100 |              38610 |   2.661e-02 |           50.4145 ‖
‖       159 | 109756 |              38945 |   2.658e-02 |           50.4145 ‖
‖       160 | 110339 |              39346 |   2.657e-02 |           50.4145 ‖
‖       161 | 111008 |              39658 |   2.657e-02 |           50.4145 ‖
‖       162 | 111697 |              39969 |   2.655e-02 |           50.4145 ‖
‖       163 | 112290 |              40365 |   2.652e-02 |           50.4145 ‖
‖       164 | 112924 |              40728 |   2.651e-02 |           50.4145 ‖
‖       165 | 113369 |              41269 |   2.649e-02 |           50.4145 ‖
‖       166 | 113473 |              42147 |   2.647e-02 |           49.9415 ‖
‖       167 | 113430 |              43026 |   2.648e-02 |           49.6346 ‖
‖       168 | 113666 |              43729 |   2.647e-02 |           49.4264 ‖
‖       169 | 113836 |              44534 |   2.647e-02 |           48.9448 ‖
‖       170 | 113839 |              45397 |   2.647e-02 |           48.8058 ‖
‖       171 | 114125 |              46068 |   2.646e-02 |           48.8059 ‖
‖       172 | 114501 |              46651 |   2.645e-02 |           48.8059 ‖
‖       173 | 114687 |              47439 |   2.645e-02 |           48.7824 ‖
‖       174 | 114769 |              48319 |   2.645e-02 |           48.2059 ‖
‖       175 | 114739 |              49207 |   2.647e-02 |           47.9596 ‖
‖       176 | 115000 |              49879 |   2.647e-02 |           47.8134 ‖
‖       177 | 115464 |              50357 |   2.649e-02 |           47.7932 ‖
‖       178 | 116096 |              50693 |   2.648e-02 |           47.7933 ‖
‖       179 | 116755 |              51019 |   2.649e-02 |           47.7931 ‖
‖       180 | 117497 |              51265 |   2.648e-02 |           47.7401 ‖
‖       181 | 118196 |              51565 |   2.646e-02 |           47.4323 ‖
‖       182 | 118997 |              51767 |   2.645e-02 |           47.2747 ‖
‖       183 | 119915 |              51865 |   2.645e-02 |           47.2747 ‖
‖       184 | 120849 |              51944 |   2.642e-02 |           47.2747 ‖
‖       185 | 121755 |              52055 |   2.641e-02 |           47.2747 ‖
‖       186 | 122657 |              52168 |   2.638e-02 |           47.2747 ‖
‖       187 | 123546 |              52298 |   2.634e-02 |           47.2310 ‖
‖       188 | 124382 |              52478 |   2.633e-02 |           47.1931 ‖
‖       189 | 125136 |              52735 |   2.631e-02 |           47.1667 ‖
‖       190 | 125839 |              53032 |   2.632e-02 |           47.1533 ‖
‖       191 | 126325 |              53527 |   2.631e-02 |           47.1530 ‖
‖       192 | 126634 |              54197 |   2.631e-02 |           47.1488 ‖
‖       193 | 127034 |              54737 |   2.632e-02 |           47.1448 ‖
‖       194 | 127537 |              55207 |   2.630e-02 |           47.1448 ‖
‖       195 | 128211 |              55523 |   2.627e-02 |           47.1449 ‖
‖       196 | 128938 |              55796 |   2.626e-02 |           47.1361 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6000.vnnlib: unknown
--- Verification time: 20.0408 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (461/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2197.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2197.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2197.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.988e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2197.vnnlib: sat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (462/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.630e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7328.vnnlib: sat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (463/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1523.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1523.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1523.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.114e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1523.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (464/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5277.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5277.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5277.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.751e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5277.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (465/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2747.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2747.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2747.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.726e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2747.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (466/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2257.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2257.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2257.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.600e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2257.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (467/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7924.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7924.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7924.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.543e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7924.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (468/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_862.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_862.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_862.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.850e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_862.vnnlib: unsat
--- Verification time: 0.0319 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (469/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4021.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4021.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4021.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.668e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.598e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.482e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.382e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.278e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.228e-02 |           98.9717 ‖
‖         7 |     59 |                  5 |   3.182e-02 |           91.4623 ‖
‖         8 |    107 |                 16 |   3.094e-02 |           78.7557 ‖
‖         9 |    166 |                 60 |   3.037e-02 |           62.4687 ‖
‖        10 |    229 |                157 |   2.967e-02 |           42.6387 ‖
‖        11 |    279 |                328 |   2.894e-02 |           25.0706 ‖
‖        12 |    293 |                577 |   2.809e-02 |           13.0518 ‖
‖        13 |    263 |                882 |   2.743e-02 |            5.7677 ‖
‖        14 |    201 |               1187 |   2.614e-02 |            1.9709 ‖
‖        15 |    117 |               1436 |   2.481e-02 |            0.5456 ‖
‖        16 |     50 |               1598 |   2.504e-02 |            0.1161 ‖
‖        17 |     14 |               1676 |   2.446e-02 |            0.0156 ‖
‖        18 |      3 |               1698 |   2.111e-02 |            0.0010 ‖
‖        19 |      0 |               1703 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.654 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4021.vnnlib: unsat
--- Verification time: 0.6637 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (470/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1531.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1531.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1531.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.880e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.773e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.685e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.600e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.522e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.445e-02 |          100.0001 ‖
‖         7 |     63 |                  1 |   3.375e-02 |           98.4375 ‖
‖         8 |    124 |                  3 |   3.311e-02 |           96.6997 ‖
‖         9 |    237 |                 14 |   3.214e-02 |           90.4327 ‖
‖        10 |    432 |                 53 |   3.122e-02 |           81.2235 ‖
‖        11 |    761 |                144 |   3.043e-02 |           70.8523 ‖
‖        12 |   1336 |                306 |   2.986e-02 |           61.9374 ‖
‖        13 |   2069 |                572 |   2.941e-02 |           54.7595 ‖
‖        14 |   2869 |                773 |   2.917e-02 |           51.9165 ‖
‖        15 |   3617 |               1036 |   2.887e-02 |           48.6032 ‖
‖        16 |   4531 |               1120 |   2.869e-02 |           47.9038 ‖
‖        17 |   5298 |               1357 |   2.842e-02 |           45.8800 ‖
‖        18 |   6231 |               1438 |   2.820e-02 |           44.8114 ‖
‖        19 |   7127 |               1552 |   2.799e-02 |           44.0481 ‖
‖        20 |   7865 |               1835 |   2.776e-02 |           42.2503 ‖
‖        21 |   8574 |               2113 |   2.757e-02 |           41.9863 ‖
‖        22 |   9369 |               2334 |   2.750e-02 |           41.3994 ‖
‖        23 |  10251 |               2467 |   2.745e-02 |           40.9566 ‖
‖        24 |  11132 |               2580 |   2.736e-02 |           40.9205 ‖
‖        25 |  11785 |               2936 |   2.721e-02 |           39.8155 ‖
‖        26 |  12555 |               3165 |   2.707e-02 |           39.2880 ‖
‖        27 |  13469 |               3265 |   2.689e-02 |           39.0437 ‖
‖        28 |  14314 |               3438 |   2.673e-02 |           38.2004 ‖
‖        29 |  15180 |               3574 |   2.659e-02 |           37.8895 ‖
‖        30 |  15900 |               3845 |   2.646e-02 |           37.3529 ‖
‖        31 |  16849 |               3915 |   2.631e-02 |           37.2817 ‖
‖        32 |  17755 |               4014 |   2.621e-02 |           37.2150 ‖
‖        33 |  18401 |               4384 |   2.604e-02 |           36.3865 ‖
‖        34 |  19155 |               4643 |   2.586e-02 |           35.7728 ‖
‖        35 |  19781 |               4988 |   2.572e-02 |           35.6206 ‖
‖        36 |  20562 |               5211 |   2.556e-02 |           35.4546 ‖
‖        37 |  21396 |               5390 |   2.547e-02 |           35.4035 ‖
‖        38 |  22127 |               5671 |   2.540e-02 |           34.9887 ‖
‖        39 |  22743 |               6059 |   2.533e-02 |           34.6091 ‖
‖        40 |  23411 |               6387 |   2.525e-02 |           34.5090 ‖
‖        41 |  24060 |               6730 |   2.519e-02 |           34.0992 ‖
‖        42 |  24672 |               7116 |   2.513e-02 |           33.9369 ‖
‖        43 |  25323 |               7470 |   2.505e-02 |           33.9191 ‖
‖        44 |  25825 |               7971 |   2.500e-02 |           33.8747 ‖
‖        45 |  26165 |               8619 |   2.501e-02 |           33.8177 ‖
‖        46 |  26362 |               9371 |   2.504e-02 |           33.4378 ‖
‖        47 |  26577 |              10095 |   2.508e-02 |           33.0730 ‖
‖        48 |  26959 |              10670 |   2.510e-02 |           32.7113 ‖
‖        49 |  27527 |              11082 |   2.509e-02 |           32.3107 ‖
‖        50 |  28286 |              11304 |   2.507e-02 |           32.2231 ‖
‖        51 |  29129 |              11476 |   2.504e-02 |           31.9687 ‖
‖        52 |  29990 |              11630 |   2.497e-02 |           31.8281 ‖
‖        53 |  30741 |              11884 |   2.491e-02 |           31.6914 ‖
‖        54 |  31523 |              12115 |   2.486e-02 |           31.2239 ‖
‖        55 |  32373 |              12280 |   2.480e-02 |           30.9283 ‖
‖        56 |  33157 |              12506 |   2.473e-02 |           30.6815 ‖
‖        57 |  34013 |              12669 |   2.467e-02 |           30.4492 ‖
‖        58 |  34865 |              12821 |   2.461e-02 |           30.3744 ‖
‖        59 |  35467 |              13230 |   2.454e-02 |           30.1212 ‖
‖        60 |  36147 |              13551 |   2.447e-02 |           30.0780 ‖
‖        61 |  36685 |              14002 |   2.444e-02 |           30.0608 ‖
‖        62 |  37268 |              14415 |   2.441e-02 |           30.0407 ‖
‖        63 |  37743 |              14902 |   2.438e-02 |           29.9710 ‖
‖        64 |  38279 |              15346 |   2.435e-02 |           29.9105 ‖
‖        65 |  38913 |              15709 |   2.434e-02 |           29.7756 ‖
‖        66 |  39454 |              16134 |   2.433e-02 |           29.6304 ‖
‖        67 |  39798 |              16787 |   2.430e-02 |           29.1918 ‖
‖        68 |  40395 |              17161 |   2.425e-02 |           29.1472 ‖
‖        69 |  40763 |              17785 |   2.422e-02 |           28.8353 ‖
‖        70 |  41203 |              18347 |   2.418e-02 |           28.6628 ‖
‖        71 |  41541 |              18955 |   2.414e-02 |           28.6362 ‖
‖        72 |  42082 |              19418 |   2.408e-02 |           28.5701 ‖
‖        73 |  42687 |              19788 |   2.401e-02 |           28.5521 ‖
‖        74 |  43222 |              20264 |   2.395e-02 |           28.4552 ‖
‖        75 |  43859 |              20624 |   2.388e-02 |           28.4025 ‖
‖        76 |  44412 |              21046 |   2.385e-02 |           28.3939 ‖
‖        77 |  44914 |              21541 |   2.381e-02 |           28.3205 ‖
‖        78 |  45329 |              22116 |   2.381e-02 |           28.2526 ‖
‖        79 |  45633 |              22794 |   2.383e-02 |           28.0851 ‖
‖        80 |  45827 |              23551 |   2.384e-02 |           27.7780 ‖
‖        81 |  46084 |              24243 |   2.385e-02 |           27.5536 ‖
‖        82 |  46400 |              24896 |   2.385e-02 |           27.2898 ‖
‖        83 |  46726 |              25537 |   2.384e-02 |           27.2008 ‖
‖        84 |  47095 |              26142 |   2.385e-02 |           27.0729 ‖
‖        85 |  47473 |              26739 |   2.384e-02 |           26.9284 ‖
‖        86 |  47883 |              27319 |   2.385e-02 |           26.5801 ‖
‖        87 |  48302 |              27862 |   2.384e-02 |           26.4382 ‖
‖        88 |  48817 |              28332 |   2.385e-02 |           26.2289 ‖
‖        89 |  49107 |              29009 |   2.386e-02 |           26.1316 ‖
‖        90 |  49433 |              29660 |   2.386e-02 |           26.0859 ‖
‖        91 |  49894 |              30165 |   2.388e-02 |           26.0673 ‖
‖        92 |  50290 |              30712 |   2.389e-02 |           26.0481 ‖
‖        93 |  50723 |              31256 |   2.390e-02 |           25.9841 ‖
‖        94 |  51123 |              31823 |   2.391e-02 |           25.9401 ‖
‖        95 |  51459 |              32455 |   2.393e-02 |           25.8856 ‖
‖        96 |  51948 |              32922 |   2.395e-02 |           25.7914 ‖
‖        97 |  52399 |              33437 |   2.394e-02 |           25.6548 ‖
‖        98 |  52966 |              33850 |   2.393e-02 |           25.4955 ‖
‖        99 |  53673 |              34141 |   2.391e-02 |           25.4056 ‖
‖       100 |  54325 |              34483 |   2.390e-02 |           25.2556 ‖
‖       101 |  55128 |              34695 |   2.388e-02 |           25.1123 ‖
‖       102 |  55922 |              34914 |   2.386e-02 |           25.0033 ‖
‖       103 |  56680 |              35169 |   2.384e-02 |           24.9833 ‖
‖       104 |  57483 |              35380 |   2.381e-02 |           24.9340 ‖
‖       105 |  58175 |              35697 |   2.378e-02 |           24.8915 ‖
‖       106 |  58788 |              36096 |   2.376e-02 |           24.7724 ‖
‖       107 |  59378 |              36488 |   2.375e-02 |           24.7335 ‖
‖       108 |  60099 |              36772 |   2.373e-02 |           24.6282 ‖
‖       109 |  60986 |              36900 |   2.370e-02 |           24.6181 ‖
‖       110 |  61773 |              37102 |   2.368e-02 |           24.5936 ‖
‖       111 |  62527 |              37365 |   2.365e-02 |           24.5135 ‖
‖       112 |  63308 |              37579 |   2.362e-02 |           24.4837 ‖
‖       113 |  63893 |              37980 |   2.360e-02 |           24.3767 ‖
‖       114 |  64507 |              38384 |   2.358e-02 |           24.1201 ‖
‖       115 |  65093 |              38785 |   2.356e-02 |           24.0827 ‖
‖       116 |  65703 |              39193 |   2.353e-02 |           23.8960 ‖
‖       117 |  66340 |              39550 |   2.351e-02 |           23.7629 ‖
‖       118 |  66818 |              40066 |   2.349e-02 |           23.7381 ‖
‖       119 |  67328 |              40569 |   2.347e-02 |           23.5499 ‖
‖       120 |  67757 |              41105 |   2.345e-02 |           23.4787 ‖
‖       121 |  68247 |              41621 |   2.343e-02 |           23.3065 ‖
‖       122 |  68780 |              42082 |   2.341e-02 |           23.1548 ‖
‖       123 |  69289 |              42553 |   2.341e-02 |           23.1065 ‖
‖       124 |  69841 |              42997 |   2.338e-02 |           23.0484 ‖
‖       125 |  70415 |              43418 |   2.336e-02 |           22.9788 ‖
‖       126 |  70765 |              44026 |   2.335e-02 |           22.9068 ‖
‖       127 |  71154 |              44620 |   2.333e-02 |           22.8167 ‖
‖       128 |  71510 |              45237 |   2.332e-02 |           22.8036 ‖
‖       129 |  71927 |              45810 |   2.330e-02 |           22.7873 ‖
‖       130 |  72284 |              46411 |   2.329e-02 |           22.7516 ‖
‖       131 |  72691 |              47001 |   2.328e-02 |           22.7318 ‖
‖       132 |  73049 |              47591 |   2.328e-02 |           22.7214 ‖
‖       133 |  73544 |              48083 |   2.327e-02 |           22.7155 ‖
‖       134 |  74116 |              48490 |   2.328e-02 |           22.6768 ‖
‖       135 |  74712 |              48887 |   2.326e-02 |           22.6147 ‖
‖       136 |  75232 |              49348 |   2.325e-02 |           22.5752 ‖
‖       137 |  75775 |              49807 |   2.323e-02 |           22.5604 ‖
‖       138 |  76312 |              50261 |   2.322e-02 |           22.4479 ‖
‖       139 |  76855 |              50712 |   2.321e-02 |           22.3148 ‖
‖       140 |  77439 |              51125 |   2.320e-02 |           22.2125 ‖
‖       141 |  77887 |              51648 |   2.319e-02 |           22.1142 ‖
‖       142 |  78399 |              52139 |   2.319e-02 |           22.0399 ‖
‖       143 |  78549 |              52926 |   2.318e-02 |           21.8497 ‖
‖       144 |  78773 |              53646 |   2.317e-02 |           21.7058 ‖
‖       145 |  79152 |              54265 |   2.315e-02 |           21.6736 ‖
‖       146 |  79505 |              54874 |   2.312e-02 |           21.6381 ‖
‖       147 |  79648 |              55706 |   2.310e-02 |           21.4977 ‖
‖       148 |  79750 |              56538 |   2.309e-02 |           21.3780 ‖
‖       149 |  79936 |              57324 |   2.307e-02 |           21.2578 ‖
‖       150 |  80250 |              57958 |   2.306e-02 |           21.2128 ‖
‖       151 |  80367 |              58791 |   2.305e-02 |           21.1984 ‖
‖       152 |  80466 |              59626 |   2.305e-02 |           21.1499 ‖
‖       153 |  80663 |              60396 |   2.303e-02 |           21.1031 ‖
‖       154 |  80833 |              61155 |   2.303e-02 |           21.0918 ‖
‖       155 |  81188 |              61770 |   2.302e-02 |           21.0904 ‖
‖       156 |  81353 |              62524 |   2.301e-02 |           21.0576 ‖
‖       157 |  81557 |              63319 |   2.299e-02 |           20.9927 ‖
‖       158 |  81781 |              64040 |   2.298e-02 |           20.9772 ‖
‖       159 |  82090 |              64721 |   2.296e-02 |           20.9407 ‖
‖       160 |  82401 |              65380 |   2.295e-02 |           20.9007 ‖
‖       161 |  82778 |              65983 |   2.295e-02 |           20.8797 ‖
‖       162 |  82977 |              66744 |   2.294e-02 |           20.8463 ‖
‖       163 |  83146 |              67539 |   2.293e-02 |           20.8096 ‖
‖       164 |  83298 |              68331 |   2.293e-02 |           20.7254 ‖
‖       165 |  83519 |              69070 |   2.293e-02 |           20.6415 ‖
‖       166 |  83767 |              69788 |   2.294e-02 |           20.5636 ‖
‖       167 |  84084 |              70459 |   2.294e-02 |           20.4438 ‖
‖       168 |  84203 |              71273 |   2.295e-02 |           20.2081 ‖
‖       169 |  84473 |              71975 |   2.295e-02 |           20.0338 ‖
‖       170 |  84757 |              72663 |   2.295e-02 |           19.7970 ‖
‖       171 |  85146 |              73218 |   2.295e-02 |           19.5911 ‖
‖       172 |  85679 |              73664 |   2.296e-02 |           19.4652 ‖
‖       173 |  86175 |              74135 |   2.296e-02 |           19.4180 ‖
‖       174 |  86739 |              74557 |   2.295e-02 |           19.3808 ‖
‖       175 |  87325 |              74971 |   2.294e-02 |           19.2591 ‖
‖       176 |  87727 |              75554 |   2.293e-02 |           19.1080 ‖
‖       177 |  88052 |              76215 |   2.292e-02 |           19.0468 ‖
‖       178 |  88258 |              77012 |   2.292e-02 |           18.7079 ‖
‖       179 |  88580 |              77663 |   2.291e-02 |           18.5495 ‖
‖       180 |  88967 |              78265 |   2.291e-02 |           18.3477 ‖
‖       181 |  89324 |              78867 |   2.291e-02 |           18.2895 ‖
‖       182 |  89752 |              79434 |   2.291e-02 |           18.0637 ‖
‖       183 |  90217 |              79927 |   2.291e-02 |           17.9890 ‖
‖       184 |  90747 |              80384 |   2.291e-02 |           17.8716 ‖
‖       185 |  91375 |              80757 |   2.292e-02 |           17.7959 ‖
‖       186 |  91785 |              81317 |   2.291e-02 |           17.7579 ‖
‖       187 |  92307 |              81803 |   2.291e-02 |           17.7351 ‖
‖       188 |  92825 |              82266 |   2.290e-02 |           17.7097 ‖
‖       189 |  93339 |              82750 |   2.290e-02 |           17.6955 ‖
‖       190 |  93796 |              83286 |   2.289e-02 |           17.6614 ‖
‖       191 |  94270 |              83811 |   2.289e-02 |           17.5869 ‖
‖       192 |  94847 |              84230 |   2.289e-02 |           17.5454 ‖
‖       193 |  95427 |              84641 |   2.289e-02 |           17.5258 ‖
‖       194 |  96095 |              84967 |   2.288e-02 |           17.5071 ‖
‖       195 |  96601 |              85456 |   2.288e-02 |           17.4591 ‖
‖       196 |  97130 |              85926 |   2.287e-02 |           17.4271 ‖
‖       197 |  97610 |              86420 |   2.287e-02 |           17.3914 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.098 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1531.vnnlib: unknown
--- Verification time: 20.1127 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (471/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_469.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_469.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_469.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.900e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_469.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (472/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1261.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1261.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1261.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.528e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.462e-02 |           99.9879 ‖
‖         3 |      4 |                  0 |   2.366e-02 |          100.1967 ‖
‖         4 |      8 |                  0 |   2.303e-02 |          100.1967 ‖
‖         5 |     16 |                  0 |   2.264e-02 |          100.1967 ‖
‖         6 |     32 |                  0 |   2.202e-02 |          100.1967 ‖
‖         7 |     64 |                  0 |   2.118e-02 |           97.4830 ‖
‖         8 |    114 |                 12 |   2.013e-02 |           88.2983 ‖
‖         9 |    160 |                 73 |   1.979e-02 |           61.1617 ‖
‖        10 |    206 |                182 |   1.906e-02 |           37.3650 ‖
‖        11 |    228 |                351 |   1.859e-02 |           20.4568 ‖
‖        12 |    251 |                538 |   1.841e-02 |            0.0000 ‖
‖        13 |    250 |                773 |   1.779e-02 |            0.0000 ‖
‖        14 |    149 |               1102 |   1.630e-02 |            0.0000 ‖
‖        15 |     82 |               1293 |   1.484e-02 |            0.0000 ‖
‖        16 |     39 |               1394 |   1.539e-02 |            0.0000 ‖
‖        17 |     27 |               1440 |   1.519e-02 |            0.0000 ‖
‖        18 |     15 |               1475 |   1.553e-02 |            0.0000 ‖
‖        19 |      6 |               1496 |   1.486e-02 |            0.0000 ‖
‖        20 |      1 |               1504 |   9.796e-03 |            0.0000 ‖
‖        21 |      0 |               1505 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.645 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1261.vnnlib: unsat
--- Verification time: 0.6556 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (473/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1169.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1169.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1169.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.141e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1169.vnnlib: sat
--- Verification time: 0.0160 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (474/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1732.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1732.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1732.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.615e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1732.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (475/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2309.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2309.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2309.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.644e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2309.vnnlib: unsat
--- Verification time: 0.0310 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (476/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6302.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6302.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6302.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.442e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6302.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (477/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_43.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_43.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_43.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.443e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_43.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (478/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_187.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_187.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_187.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.364e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_187.vnnlib: sat
--- Verification time: 0.0180 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (479/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4213.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4213.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4213.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.923e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.837e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.735e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.662e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.589e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.471e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.355e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.284e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.213e-02 |           99.9998 ‖
‖        10 |    512 |                  0 |   3.153e-02 |           99.9998 ‖
‖        11 |   1023 |                  1 |   3.093e-02 |           99.8092 ‖
‖        12 |   2030 |                 17 |   3.022e-02 |           98.8271 ‖
‖        13 |   2992 |                 79 |   2.972e-02 |           96.9266 ‖
‖        14 |   4008 |                 83 |   2.947e-02 |           96.9266 ‖
‖        15 |   5001 |                112 |   2.923e-02 |           96.5640 ‖
‖        16 |   5815 |                322 |   2.894e-02 |           93.4599 ‖
‖        17 |   6821 |                331 |   2.877e-02 |           93.4148 ‖
‖        18 |   7845 |                331 |   2.860e-02 |           93.4147 ‖
‖        19 |   8869 |                331 |   2.842e-02 |           93.4150 ‖
‖        20 |   9893 |                331 |   2.824e-02 |           93.4152 ‖
‖        21 |  10903 |                342 |   2.806e-02 |           93.3721 ‖
‖        22 |  11927 |                342 |   2.790e-02 |           93.3720 ‖
‖        23 |  12949 |                343 |   2.775e-02 |           93.3726 ‖
‖        24 |  13800 |                514 |   2.756e-02 |           92.3195 ‖
‖        25 |  14483 |                855 |   2.735e-02 |           89.8032 ‖
‖        26 |  15387 |                940 |   2.719e-02 |           89.4605 ‖
‖        27 |  16302 |               1049 |   2.702e-02 |           88.5864 ‖
‖        28 |  17305 |               1070 |   2.688e-02 |           88.3276 ‖
‖        29 |  18327 |               1071 |   2.672e-02 |           88.3277 ‖
‖        30 |  19338 |               1084 |   2.658e-02 |           88.2043 ‖
‖        31 |  20362 |               1084 |   2.645e-02 |           88.2046 ‖
‖        32 |  21386 |               1084 |   2.629e-02 |           88.2045 ‖
‖        33 |  22406 |               1088 |   2.615e-02 |           88.1366 ‖
‖        34 |  23430 |               1088 |   2.604e-02 |           88.1365 ‖
‖        35 |  24454 |               1088 |   2.588e-02 |           88.1372 ‖
‖        36 |  25478 |               1088 |   2.574e-02 |           88.1373 ‖
‖        37 |  26502 |               1088 |   2.562e-02 |           88.1367 ‖
‖        38 |  27526 |               1088 |   2.546e-02 |           88.1366 ‖
‖        39 |  28550 |               1088 |   2.532e-02 |           88.1368 ‖
‖        40 |  29574 |               1088 |   2.520e-02 |           88.1372 ‖
‖        41 |  30598 |               1088 |   2.505e-02 |           88.1372 ‖
‖        42 |  31622 |               1088 |   2.494e-02 |           88.1371 ‖
‖        43 |  32646 |               1088 |   2.484e-02 |           88.1371 ‖
‖        44 |  33670 |               1088 |   2.470e-02 |           88.1371 ‖
‖        45 |  34694 |               1088 |   2.459e-02 |           88.1366 ‖
‖        46 |  35718 |               1088 |   2.450e-02 |           88.1363 ‖
‖        47 |  36742 |               1088 |   2.436e-02 |           88.1360 ‖
‖        48 |  37650 |               1188 |   2.423e-02 |           87.8956 ‖
‖        49 |  38672 |               1189 |   2.414e-02 |           87.8952 ‖
‖        50 |  39652 |               1226 |   2.399e-02 |           87.8045 ‖
‖        51 |  40089 |               1810 |   2.383e-02 |           85.8698 ‖
‖        52 |  40919 |               1937 |   2.369e-02 |           85.6386 ‖
‖        53 |  41805 |               2071 |   2.357e-02 |           85.1403 ‖
‖        54 |  42815 |               2080 |   2.348e-02 |           85.1405 ‖
‖        55 |  43824 |               2092 |   2.335e-02 |           85.1406 ‖
‖        56 |  44388 |               2541 |   2.323e-02 |           83.8346 ‖
‖        57 |  45171 |               2743 |   2.318e-02 |           83.7788 ‖
‖        58 |  45718 |               3181 |   2.313e-02 |           83.6075 ‖
‖        59 |  45735 |               4102 |   2.322e-02 |           82.8212 ‖
‖        60 |  46086 |               4647 |   2.330e-02 |           82.3830 ‖
‖        61 |  46905 |               4810 |   2.329e-02 |           82.2719 ‖
‖        62 |  47900 |               4832 |   2.330e-02 |           82.2719 ‖
‖        63 |  48918 |               4836 |   2.328e-02 |           82.2718 ‖
‖        64 |  49883 |               4895 |   2.323e-02 |           82.0481 ‖
‖        65 |  50849 |               4953 |   2.322e-02 |           81.8305 ‖
‖        66 |  51867 |               4956 |   2.320e-02 |           81.8306 ‖
‖        67 |  52891 |               4956 |   2.314e-02 |           81.8309 ‖
‖        68 |  53915 |               4956 |   2.314e-02 |           81.8319 ‖
‖        69 |  54939 |               4956 |   2.311e-02 |           81.8329 ‖
‖        70 |  55963 |               4956 |   2.304e-02 |           81.8330 ‖
‖        71 |  56987 |               4956 |   2.302e-02 |           81.8328 ‖
‖        72 |  58011 |               4956 |   2.299e-02 |           81.8329 ‖
‖        73 |  58972 |               5019 |   2.292e-02 |           81.5862 ‖
‖        74 |  59893 |               5121 |   2.291e-02 |           81.1593 ‖
‖        75 |  60910 |               5125 |   2.287e-02 |           81.1438 ‖
‖        76 |  61911 |               5148 |   2.281e-02 |           81.0346 ‖
‖        77 |  62915 |               5168 |   2.280e-02 |           80.8949 ‖
‖        78 |  63936 |               5171 |   2.278e-02 |           80.8794 ‖
‖        79 |  64958 |               5173 |   2.272e-02 |           80.8704 ‖
‖        80 |  65982 |               5173 |   2.270e-02 |           80.8694 ‖
‖        81 |  67006 |               5173 |   2.266e-02 |           80.8695 ‖
‖        82 |  68027 |               5176 |   2.260e-02 |           80.8490 ‖
‖        83 |  69051 |               5176 |   2.259e-02 |           80.8423 ‖
‖        84 |  70075 |               5176 |   2.255e-02 |           80.8424 ‖
‖        85 |  71099 |               5176 |   2.249e-02 |           80.8424 ‖
‖        86 |  72123 |               5176 |   2.248e-02 |           80.8414 ‖
‖        87 |  73147 |               5176 |   2.245e-02 |           80.8407 ‖
‖        88 |  74171 |               5176 |   2.238e-02 |           80.8406 ‖
‖        89 |  75195 |               5176 |   2.236e-02 |           80.8403 ‖
‖        90 |  76219 |               5176 |   2.231e-02 |           80.8404 ‖
‖        91 |  77243 |               5176 |   2.224e-02 |           80.8403 ‖
‖        92 |  78267 |               5176 |   2.222e-02 |           80.8410 ‖
‖        93 |  79289 |               5178 |   2.218e-02 |           80.8410 ‖
‖        94 |  80312 |               5179 |   2.211e-02 |           80.8414 ‖
‖        95 |  81336 |               5179 |   2.209e-02 |           80.8412 ‖
‖        96 |  82360 |               5179 |   2.205e-02 |           80.8409 ‖
‖        97 |  83384 |               5179 |   2.198e-02 |           80.8409 ‖
‖        98 |  84408 |               5179 |   2.194e-02 |           80.8407 ‖
‖        99 |  85422 |               5188 |   2.189e-02 |           80.8407 ‖
‖       100 |  86397 |               5226 |   2.182e-02 |           80.8405 ‖
‖       101 |  87286 |               5345 |   2.181e-02 |           80.8400 ‖
‖       102 |  88017 |               5602 |   2.179e-02 |           80.8402 ‖
‖       103 |  88584 |               6022 |   2.176e-02 |           80.8403 ‖
‖       104 |  88887 |               6674 |   2.181e-02 |           80.8405 ‖
‖       105 |  89411 |               7121 |   2.186e-02 |           80.8395 ‖
‖       106 |  90277 |               7248 |   2.184e-02 |           80.8395 ‖
‖       107 |  91261 |               7283 |   2.182e-02 |           80.8395 ‖
‖       108 |  92257 |               7308 |   2.178e-02 |           80.8395 ‖
‖       109 |  93235 |               7346 |   2.173e-02 |           80.8395 ‖
‖       110 |  94207 |               7394 |   2.172e-02 |           80.8395 ‖
‖       111 |  95149 |               7465 |   2.169e-02 |           80.8396 ‖
‖       112 |  96060 |               7566 |   2.163e-02 |           80.8396 ‖
‖       113 |  96913 |               7719 |   2.163e-02 |           80.8394 ‖
‖       114 |  97711 |               7922 |   2.162e-02 |           80.8394 ‖
‖       115 |  98431 |               8203 |   2.158e-02 |           80.8395 ‖
‖       116 |  98997 |               8616 |   2.159e-02 |           80.8395 ‖
‖       117 |  99435 |               9155 |   2.159e-02 |           80.8395 ‖
‖       118 |  99906 |               9647 |   2.157e-02 |           80.8045 ‖
‖       119 | 100574 |               9977 |   2.158e-02 |           80.8044 ‖
‖       120 | 101382 |              10173 |   2.154e-02 |           80.8045 ‖
‖       121 | 102252 |              10315 |   2.151e-02 |           80.8045 ‖
‖       122 | 103171 |              10402 |   2.150e-02 |           80.8045 ‖
‖       123 | 103991 |              10584 |   2.147e-02 |           80.8045 ‖
‖       124 | 104733 |              10836 |   2.143e-02 |           80.7975 ‖
‖       125 | 105325 |              11235 |   2.143e-02 |           80.7973 ‖
‖       126 | 105776 |              11741 |   2.141e-02 |           80.7974 ‖
‖       127 | 105815 |              12654 |   2.138e-02 |           80.1163 ‖
‖       128 | 106131 |              13246 |   2.135e-02 |           79.9582 ‖
‖       129 | 106702 |              13651 |   2.133e-02 |           79.7981 ‖
‖       130 | 107466 |              13882 |   2.131e-02 |           79.7981 ‖
‖       131 | 108067 |              14264 |   2.126e-02 |           79.7006 ‖
‖       132 | 108352 |              14917 |   2.126e-02 |           79.2718 ‖
‖       133 | 108709 |              15533 |   2.126e-02 |           79.2719 ‖
‖       134 | 108999 |              16202 |   2.125e-02 |           79.2718 ‖
‖       135 | 109538 |              16626 |   2.127e-02 |           79.2719 ‖
‖       136 | 109857 |              17282 |   2.128e-02 |           79.2720 ‖
‖       137 | 110061 |              18007 |   2.128e-02 |           79.2719 ‖
‖       138 | 110452 |              18551 |   2.129e-02 |           79.2719 ‖
‖       139 | 110771 |              19196 |   2.130e-02 |           79.2718 ‖
‖       140 | 110655 |              20243 |   2.130e-02 |           78.8023 ‖
‖       141 | 110487 |              21325 |   2.131e-02 |           78.3021 ‖
‖       142 | 110411 |              22317 |   2.133e-02 |           78.2104 ‖
‖       143 | 110638 |              23011 |   2.138e-02 |           78.2104 ‖
‖       144 | 111091 |              23523 |   2.141e-02 |           78.2104 ‖
‖       145 | 111632 |              23943 |   2.142e-02 |           78.0336 ‖
‖       146 | 112448 |              24116 |   2.142e-02 |           78.0334 ‖
‖       147 | 112981 |              24595 |   2.141e-02 |           77.4334 ‖
‖       148 | 113549 |              25039 |   2.140e-02 |           76.8094 ‖
‖       149 | 114315 |              25294 |   2.140e-02 |           76.4425 ‖
‖       150 | 115107 |              25521 |   2.139e-02 |           76.2534 ‖
‖       151 | 116109 |              25533 |   2.137e-02 |           76.2534 ‖
‖       152 | 117132 |              25534 |   2.136e-02 |           76.2533 ‖
‖       153 | 118156 |              25534 |   2.137e-02 |           76.2534 ‖
‖       154 | 119180 |              25534 |   2.136e-02 |           76.2534 ‖
‖       155 | 120204 |              25534 |   2.135e-02 |           76.2534 ‖
‖       156 | 121223 |              25539 |   2.134e-02 |           76.2534 ‖
‖       157 | 122237 |              25544 |   2.134e-02 |           76.2534 ‖
‖       158 | 123093 |              25699 |   2.132e-02 |           76.0085 ‖
‖       159 | 124117 |              25699 |   2.130e-02 |           76.0086 ‖
‖       160 | 125141 |              25699 |   2.128e-02 |           76.0086 ‖
‖       161 | 125978 |              25882 |   2.127e-02 |           75.6877 ‖
‖       162 | 126981 |              25900 |   2.128e-02 |           75.6550 ‖
‖       163 | 127995 |              25906 |   2.127e-02 |           75.6550 ‖
‖       164 | 129019 |              25906 |   2.126e-02 |           75.6550 ‖
‖       165 | 130043 |              25906 |   2.126e-02 |           75.6551 ‖
‖       166 | 131067 |              25906 |   2.124e-02 |           75.6550 ‖
‖       167 | 132091 |              25906 |   2.123e-02 |           75.6551 ‖
‖       168 | 133115 |              25906 |   2.121e-02 |           75.6550 ‖
‖       169 | 134139 |              25906 |   2.118e-02 |           75.6550 ‖
‖       170 | 135163 |              25906 |   2.118e-02 |           75.6551 ‖
‖       171 | 136185 |              25908 |   2.119e-02 |           75.6551 ‖
‖       172 | 137204 |              25913 |   2.118e-02 |           75.6550 ‖
‖       173 | 138227 |              25914 |   2.118e-02 |           75.6550 ‖
‖       174 | 139251 |              25914 |   2.118e-02 |           75.6550 ‖
‖       175 | 140275 |              25914 |   2.115e-02 |           75.6551 ‖
‖       176 | 141299 |              25914 |   2.114e-02 |           75.6551 ‖
‖       177 | 142322 |              25915 |   2.111e-02 |           75.6550 ‖
‖       178 | 143346 |              25915 |   2.108e-02 |           75.6550 ‖
‖       179 | 144370 |              25915 |   2.107e-02 |           75.6550 ‖
‖       180 | 145394 |              25915 |   2.108e-02 |           75.6551 ‖
‖       181 | 146414 |              25919 |   2.106e-02 |           75.6551 ‖
‖       182 | 147435 |              25921 |   2.106e-02 |           75.6550 ‖
‖       183 | 148458 |              25922 |   2.105e-02 |           75.6550 ‖
‖       184 | 149482 |              25922 |   2.103e-02 |           75.6550 ‖
‖       185 | 150299 |              26116 |   2.100e-02 |           75.3963 ‖
‖       186 | 151273 |              26163 |   2.098e-02 |           75.3964 ‖
‖       187 | 152249 |              26209 |   2.096e-02 |           75.3964 ‖
‖       188 | 152898 |              26580 |   2.095e-02 |           74.8015 ‖
‖       189 | 153693 |              26790 |   2.095e-02 |           74.4430 ‖
‖       190 | 154705 |              26800 |   2.093e-02 |           74.4289 ‖
‖       191 | 155687 |              26840 |   2.093e-02 |           74.3625 ‖
‖       192 | 156710 |              26841 |   2.091e-02 |           74.3626 ‖
‖       193 | 157708 |              26865 |   2.089e-02 |           74.3327 ‖
‖       194 | 158596 |              26990 |   2.087e-02 |           74.1387 ‖
‖       195 | 159610 |              26997 |   2.084e-02 |           74.1387 ‖
‖       196 | 160600 |              27030 |   2.082e-02 |           74.0809 ‖
‖       197 | 161379 |              27275 |   2.082e-02 |           73.6126 ‖
‖       198 | 162277 |              27388 |   2.082e-02 |           73.4033 ‖
‖       199 | 163269 |              27418 |   2.080e-02 |           73.3565 ‖
‖       200 | 164199 |              27511 |   2.080e-02 |           73.1609 ‖
‖       201 | 165206 |              27526 |   2.078e-02 |           73.1413 ‖
‖       202 | 166201 |              27554 |   2.076e-02 |           73.0943 ‖
‖       203 | 167200 |              27579 |   2.074e-02 |           73.0423 ‖
‖       204 | 168213 |              27588 |   2.072e-02 |           73.0423 ‖
‖       205 | 169200 |              27624 |   2.070e-02 |           73.0018 ‖
‖       206 | 170186 |              27655 |   2.070e-02 |           72.9625 ‖
‖       207 | 171195 |              27669 |   2.069e-02 |           72.9625 ‖
‖       208 | 172134 |              27750 |   2.067e-02 |           72.9625 ‖
‖       209 | 172883 |              28008 |   2.067e-02 |           72.9625 ‖
‖       210 | 173547 |              28324 |   2.066e-02 |           72.9625 ‖
‖       211 | 174139 |              28714 |   2.065e-02 |           72.8564 ‖
‖       212 | 174657 |              29159 |   2.064e-02 |           72.7405 ‖
‖       213 | 175075 |              29699 |   2.063e-02 |           72.7405 ‖
‖       214 | 175548 |              30190 |   2.063e-02 |           72.6904 ‖
‖       215 | 176097 |              30614 |   2.064e-02 |           72.5057 ‖
‖       216 | 176819 |              30874 |   2.065e-02 |           72.4605 ‖
‖       217 | 177698 |              30994 |   2.063e-02 |           72.4558 ‖
‖       218 | 178651 |              31058 |   2.063e-02 |           72.4558 ‖
‖       219 | 179655 |              31077 |   2.061e-02 |           72.4558 ‖
‖       220 | 180658 |              31094 |   2.059e-02 |           72.4318 ‖
‖       221 | 181661 |              31114 |   2.058e-02 |           72.4070 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.061 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4213.vnnlib: unknown
--- Verification time: 20.0803 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (480/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_991.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_991.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_991.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.875e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_991.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (481/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_478.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_478.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_478.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.977e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_478.vnnlib: sat
--- Verification time: 0.0198 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (482/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6123.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6123.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6123.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.731e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6123.vnnlib: sat
--- Verification time: 0.0177 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (483/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4791.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4791.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4791.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.943e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4791.vnnlib: sat
--- Verification time: 0.0209 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (484/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1740.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1740.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1740.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.974e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1740.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (485/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2264.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2264.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2264.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.982e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2264.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (486/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_509.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_509.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_509.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.993e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_509.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (487/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2707.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2707.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2707.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.200e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.051e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.973e-02 |           98.7544 ‖
‖         4 |      7 |                  1 |   4.820e-02 |           83.2263 ‖
‖         5 |     13 |                  2 |   4.786e-02 |           78.4710 ‖
‖         6 |     24 |                  4 |   4.635e-02 |           72.8798 ‖
‖         7 |     45 |                  7 |   4.553e-02 |           66.6274 ‖
‖         8 |     81 |                 14 |   4.443e-02 |           61.6252 ‖
‖         9 |    149 |                 26 |   4.386e-02 |           56.3263 ‖
‖        10 |    272 |                 51 |   4.326e-02 |           51.5709 ‖
‖        11 |    490 |                100 |   4.225e-02 |           45.9224 ‖
‖        12 |    860 |                206 |   4.126e-02 |           40.0896 ‖
‖        13 |   1484 |                421 |   4.028e-02 |           34.3697 ‖
‖        14 |   2191 |                705 |   3.977e-02 |           31.1672 ‖
‖        15 |   2914 |                989 |   3.921e-02 |           28.0439 ‖
‖        16 |   3557 |               1352 |   3.865e-02 |           25.4650 ‖
‖        17 |   4461 |               1451 |   3.832e-02 |           24.8658 ‖
‖        18 |   5118 |               1794 |   3.799e-02 |           23.4004 ‖
‖        19 |   6064 |               1857 |   3.779e-02 |           23.1437 ‖
‖        20 |   6760 |               2173 |   3.750e-02 |           21.9112 ‖
‖        21 |   7265 |               2646 |   3.719e-02 |           20.6484 ‖
‖        22 |   8237 |               2687 |   3.694e-02 |           20.5482 ‖
‖        23 |   8974 |               2973 |   3.664e-02 |           19.5316 ‖
‖        24 |   9961 |               2998 |   3.641e-02 |           19.4896 ‖
‖        25 |  10833 |               3147 |   3.613e-02 |           19.0494 ‖
‖        26 |  11587 |               3396 |   3.586e-02 |           18.5541 ‖
‖        27 |  12598 |               3403 |   3.562e-02 |           18.5508 ‖
‖        28 |  13435 |               3589 |   3.537e-02 |           18.0848 ‖
‖        29 |  14435 |               3608 |   3.518e-02 |           18.0338 ‖
‖        30 |  15330 |               3730 |   3.492e-02 |           17.8218 ‖
‖        31 |  16282 |               3787 |   3.474e-02 |           17.7390 ‖
‖        32 |  17296 |               3792 |   3.451e-02 |           17.7389 ‖
‖        33 |  17800 |               4299 |   3.422e-02 |           16.9755 ‖
‖        34 |  18731 |               4359 |   3.398e-02 |           16.9366 ‖
‖        35 |  19646 |               4463 |   3.379e-02 |           16.8875 ‖
‖        36 |  20355 |               4765 |   3.372e-02 |           16.8875 ‖
‖        37 |  20835 |               5263 |   3.368e-02 |           16.8875 ‖
‖        38 |  20872 |               6212 |   3.364e-02 |           16.0225 ‖
‖        39 |  21416 |               6635 |   3.360e-02 |           15.8033 ‖
‖        40 |  22044 |               7004 |   3.357e-02 |           15.5467 ‖
‖        41 |  22895 |               7164 |   3.359e-02 |           15.5077 ‖
‖        42 |  23822 |               7247 |   3.353e-02 |           15.5077 ‖
‖        43 |  24623 |               7459 |   3.341e-02 |           15.2494 ‖
‖        44 |  25561 |               7534 |   3.338e-02 |           15.2495 ‖
‖        45 |  26406 |               7707 |   3.325e-02 |           15.2495 ‖
‖        46 |  26657 |               8455 |   3.318e-02 |           14.7732 ‖
‖        47 |  27123 |               8973 |   3.318e-02 |           14.7674 ‖
‖        48 |  27633 |               9461 |   3.314e-02 |           14.7647 ‖
‖        49 |  28214 |               9881 |   3.316e-02 |           14.7647 ‖
‖        50 |  29012 |              10095 |   3.311e-02 |           14.7647 ‖
‖        51 |  29756 |              10366 |   3.298e-02 |           14.4479 ‖
‖        52 |  30437 |              10704 |   3.290e-02 |           14.0358 ‖
‖        53 |  31310 |              10814 |   3.277e-02 |           14.0180 ‖
‖        54 |  32002 |              11135 |   3.268e-02 |           13.7886 ‖
‖        55 |  32630 |              11503 |   3.267e-02 |           13.7120 ‖
‖        56 |  33197 |              11935 |   3.259e-02 |           13.7120 ‖
‖        57 |  33797 |              12324 |   3.256e-02 |           13.6644 ‖
‖        58 |  34509 |              12619 |   3.254e-02 |           13.6644 ‖
‖        59 |  35284 |              12853 |   3.242e-02 |           13.6390 ‖
‖        60 |  36018 |              13130 |   3.238e-02 |           13.4993 ‖
‖        61 |  36765 |              13394 |   3.236e-02 |           13.4938 ‖
‖        62 |  37348 |              13815 |   3.228e-02 |           13.4937 ‖
‖        63 |  38002 |              14166 |   3.227e-02 |           13.4937 ‖
‖        64 |  38621 |              14536 |   3.224e-02 |           13.4938 ‖
‖        65 |  39039 |              15106 |   3.214e-02 |           13.3731 ‖
‖        66 |  39463 |              15663 |   3.207e-02 |           13.2360 ‖
‖        67 |  39937 |              16161 |   3.199e-02 |           13.2058 ‖
‖        68 |  40444 |              16643 |   3.199e-02 |           13.2058 ‖
‖        69 |  40825 |              17240 |   3.198e-02 |           13.2058 ‖
‖        70 |  41293 |              17756 |   3.191e-02 |           13.1652 ‖
‖        71 |  41935 |              18105 |   3.191e-02 |           13.1445 ‖
‖        72 |  42418 |              18597 |   3.186e-02 |           13.1438 ‖
‖        73 |  42755 |              19220 |   3.187e-02 |           13.1416 ‖
‖        74 |  43194 |              19752 |   3.191e-02 |           13.1416 ‖
‖        75 |  43296 |              20601 |   3.198e-02 |           13.1416 ‖
‖        76 |  43728 |              21120 |   3.202e-02 |           13.1416 ‖
‖        77 |  44214 |              21600 |   3.203e-02 |           12.9880 ‖
‖        78 |  44599 |              22177 |   3.201e-02 |           12.6938 ‖
‖        79 |  45361 |              22405 |   3.199e-02 |           12.5498 ‖
‖        80 |  46218 |              22562 |   3.196e-02 |           12.4573 ‖
‖        81 |  46917 |              22861 |   3.192e-02 |           12.2886 ‖
‖        82 |  47742 |              23047 |   3.188e-02 |           12.2885 ‖
‖        83 |  48196 |              23595 |   3.186e-02 |           12.0481 ‖
‖        84 |  48596 |              24183 |   3.188e-02 |           12.0237 ‖
‖        85 |  48909 |              24817 |   3.190e-02 |           12.0194 ‖
‖        86 |  49645 |              25083 |   3.190e-02 |           12.0187 ‖
‖        87 |  50421 |              25316 |   3.186e-02 |           12.0186 ‖
‖        88 |  50984 |              25731 |   3.183e-02 |           11.9469 ‖
‖        89 |  51653 |              26065 |   3.180e-02 |           11.9464 ‖
‖        90 |  52157 |              26560 |   3.177e-02 |           11.9464 ‖
‖        91 |  52717 |              26988 |   3.178e-02 |           11.9461 ‖
‖        92 |  53307 |              27397 |   3.180e-02 |           11.9462 ‖
‖        93 |  53658 |              28034 |   3.178e-02 |           11.9461 ‖
‖        94 |  54193 |              28487 |   3.177e-02 |           11.9460 ‖
‖        95 |  54805 |              28879 |   3.173e-02 |           11.9460 ‖
‖        96 |  54946 |              29733 |   3.169e-02 |           11.7547 ‖
‖        97 |  54985 |              30622 |   3.169e-02 |           11.6446 ‖
‖        98 |  55454 |              31148 |   3.172e-02 |           11.5764 ‖
‖        99 |  56165 |              31418 |   3.171e-02 |           11.5764 ‖
‖       100 |  56994 |              31586 |   3.169e-02 |           11.5735 ‖
‖       101 |  57832 |              31754 |   3.164e-02 |           11.5735 ‖
‖       102 |  58597 |              32004 |   3.164e-02 |           11.5732 ‖
‖       103 |  59123 |              32483 |   3.165e-02 |           11.5732 ‖
‖       104 |  59369 |              33199 |   3.168e-02 |           11.5731 ‖
‖       105 |  59865 |              33686 |   3.169e-02 |           11.5731 ‖
‖       106 |  60439 |              34112 |   3.164e-02 |           11.4279 ‖
‖       107 |  61238 |              34310 |   3.159e-02 |           11.4096 ‖
‖       108 |  61936 |              34618 |   3.154e-02 |           11.4096 ‖
‖       109 |  62248 |              35304 |   3.150e-02 |           11.0802 ‖
‖       110 |  62650 |              35874 |   3.147e-02 |           11.0051 ‖
‖       111 |  63073 |              36448 |   3.144e-02 |           10.9399 ‖
‖       112 |  63625 |              36891 |   3.140e-02 |           10.9399 ‖
‖       113 |  63970 |              37548 |   3.136e-02 |           10.9399 ‖
‖       114 |  64152 |              38357 |   3.135e-02 |           10.6603 ‖
‖       115 |  64456 |              39001 |   3.134e-02 |           10.6215 ‖
‖       116 |  64879 |              39571 |   3.132e-02 |           10.5369 ‖
‖       117 |  65417 |              40040 |   3.132e-02 |           10.4597 ‖
‖       118 |  65722 |              40693 |   3.132e-02 |           10.4569 ‖
‖       119 |  66169 |              41217 |   3.130e-02 |           10.4568 ‖
‖       120 |  66702 |              41669 |   3.126e-02 |           10.4545 ‖
‖       121 |  67372 |              42003 |   3.126e-02 |           10.4542 ‖
‖       122 |  67893 |              42475 |   3.124e-02 |           10.4542 ‖
‖       123 |  68492 |              42871 |   3.124e-02 |           10.4542 ‖
‖       124 |  68910 |              43445 |   3.125e-02 |           10.4542 ‖
‖       125 |  69165 |              44160 |   3.123e-02 |           10.4275 ‖
‖       126 |  69559 |              44744 |   3.120e-02 |           10.4276 ‖
‖       127 |  69960 |              45321 |   3.116e-02 |           10.3978 ‖
‖       128 |  70392 |              45899 |   3.114e-02 |           10.1938 ‖
‖       129 |  70707 |              46550 |   3.114e-02 |           10.1533 ‖
‖       130 |  70860 |              47354 |   3.115e-02 |           10.1017 ‖
‖       131 |  71146 |              48028 |   3.118e-02 |           10.0885 ‖
‖       132 |  71462 |              48661 |   3.119e-02 |           10.0745 ‖
‖       133 |  71892 |              49202 |   3.116e-02 |           10.0718 ‖
‖       134 |  72368 |              49698 |   3.112e-02 |           10.0714 ‖
‖       135 |  73013 |              50045 |   3.112e-02 |           10.0708 ‖
‖       136 |  73400 |              50645 |   3.113e-02 |           10.0707 ‖
‖       137 |  73731 |              51283 |   3.115e-02 |           10.0707 ‖
‖       138 |  74327 |              51674 |   3.116e-02 |           10.0706 ‖
‖       139 |  74620 |              52358 |   3.114e-02 |           10.0462 ‖
‖       140 |  74783 |              53149 |   3.112e-02 |           10.0462 ‖
‖       141 |  74915 |              53954 |   3.112e-02 |            9.9949 ‖
‖       142 |  75172 |              54678 |   3.110e-02 |            9.9949 ‖
‖       143 |  75164 |              55624 |   3.109e-02 |            9.9665 ‖
‖       144 |  75347 |              56397 |   3.107e-02 |            9.9665 ‖
‖       145 |  75964 |              56735 |   3.106e-02 |            9.9664 ‖
‖       146 |  76563 |              57128 |   3.105e-02 |            9.9664 ‖
‖       147 |  76943 |              57698 |   3.107e-02 |            9.9664 ‖
‖       148 |  77272 |              58331 |   3.108e-02 |            9.9393 ‖
‖       149 |  77509 |              59059 |   3.109e-02 |            9.9110 ‖
‖       150 |  77802 |              59745 |   3.108e-02 |            9.8769 ‖
‖       151 |  78103 |              60414 |   3.109e-02 |            9.8292 ‖
‖       152 |  78348 |              61086 |   3.111e-02 |            9.8219 ‖
‖       153 |  78800 |              61592 |   3.112e-02 |            9.8193 ‖
‖       154 |  78912 |              62452 |   3.111e-02 |            9.8111 ‖
‖       155 |  79206 |              63117 |   3.114e-02 |            9.7855 ‖
‖       156 |  79265 |              63970 |   3.116e-02 |            9.7751 ‖
‖       157 |  79741 |              64448 |   3.120e-02 |            9.7681 ‖
‖       158 |  80321 |              64829 |   3.124e-02 |            9.7641 ‖
‖       159 |  81014 |              65125 |   3.127e-02 |            9.7611 ‖
‖       160 |  81730 |              65393 |   3.128e-02 |            9.7593 ‖
‖       161 |  82503 |              65607 |   3.127e-02 |            9.7241 ‖
‖       162 |  83419 |              65695 |   3.126e-02 |            9.7239 ‖
‖       163 |  83885 |              66190 |   3.125e-02 |            9.6235 ‖
‖       164 |  84655 |              66415 |   3.124e-02 |            9.6233 ‖
‖       165 |  85042 |              66988 |   3.122e-02 |            9.5266 ‖
‖       166 |  85649 |              67384 |   3.121e-02 |            9.5265 ‖
‖       167 |  86100 |              67906 |   3.119e-02 |            9.5075 ‖
‖       168 |  86555 |              68436 |   3.118e-02 |            9.5074 ‖
‖       169 |  86914 |              69066 |   3.117e-02 |            9.5073 ‖
‖       170 |  87066 |              69859 |   3.116e-02 |            9.3916 ‖
‖       171 |  87643 |              70275 |   3.114e-02 |            9.3915 ‖
‖       172 |  88030 |              70869 |   3.113e-02 |            9.3913 ‖
‖       173 |  88532 |              71348 |   3.111e-02 |            9.3912 ‖
‖       174 |  88797 |              72067 |   3.110e-02 |            9.3911 ‖
‖       175 |  88746 |              73083 |   3.109e-02 |            9.2206 ‖
‖       176 |  88937 |              73838 |   3.108e-02 |            9.1411 ‖
‖       177 |  89290 |              74464 |   3.108e-02 |            9.0408 ‖
‖       178 |  89879 |              74868 |   3.109e-02 |            9.0193 ‖
‖       179 |  90266 |              75477 |   3.109e-02 |            9.0032 ‖
‖       180 |  90571 |              76160 |   3.108e-02 |            8.9950 ‖
‖       181 |  91016 |              76693 |   3.109e-02 |            8.9935 ‖
‖       182 |  91398 |              77281 |   3.109e-02 |            8.9934 ‖
‖       183 |  91833 |              77842 |   3.107e-02 |            8.9934 ‖
‖       184 |  92262 |              78400 |   3.106e-02 |            8.9933 ‖
‖       185 |  92589 |              79038 |   3.104e-02 |            8.9532 ‖
‖       186 |  93038 |              79571 |   3.103e-02 |            8.9499 ‖
‖       187 |  93384 |              80190 |   3.103e-02 |            8.9468 ‖
‖       188 |  93848 |              80713 |   3.102e-02 |            8.9466 ‖
‖       189 |  94185 |              81351 |   3.101e-02 |            8.9465 ‖
‖       190 |  94442 |              82062 |   3.100e-02 |            8.9465 ‖
‖       191 |  94756 |              82727 |   3.099e-02 |            8.9432 ‖
‖       192 |  95301 |              83165 |   3.100e-02 |            8.9332 ‖
‖       193 |  95771 |              83683 |   3.101e-02 |            8.9321 ‖
‖       194 |  96453 |              84000 |   3.102e-02 |            8.9310 ‖
‖       195 |  97189 |              84283 |   3.102e-02 |            8.9309 ‖
‖       196 |  97453 |              84967 |   3.102e-02 |            8.9309 ‖
‖       197 |  97524 |              85870 |   3.101e-02 |            8.9308 ‖
‖       198 |  97794 |              86579 |   3.102e-02 |            8.9308 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2707.vnnlib: unknown
--- Verification time: 20.0980 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (488/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5926.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5926.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5926.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.071e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5926.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (489/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4239.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4239.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4239.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.096e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4239.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (490/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_681.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_681.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_681.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.037e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_681.vnnlib: unsat
--- Verification time: 0.0305 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (491/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1124.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1124.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1124.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.459e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1124.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (492/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2033.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2033.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2033.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.830e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2033.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (493/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1660.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1660.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1660.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.932e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1660.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (494/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2086.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2086.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2086.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.906e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2086.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (495/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5988.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5988.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5988.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.177e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.974e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.873e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.741e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.620e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.489e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.371e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.267e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.173e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   5.091e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.971e-02 |           99.9998 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.237 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5988.vnnlib: sat
--- Verification time: 0.2470 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (496/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5721.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5721.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5721.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.209e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5721.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (497/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7544.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7544.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7544.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.978e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7544.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (498/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1769.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1769.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1769.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.062e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1769.vnnlib: unsat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (499/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_678.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_678.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_678.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.598e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_678.vnnlib: sat
--- Verification time: 0.0181 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (500/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7394.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7394.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7394.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.860e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7394.vnnlib: unsat
--- Verification time: 0.0358 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (501/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5229.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5229.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5229.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.948e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5229.vnnlib: sat
--- Verification time: 0.0168 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (502/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5232.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5232.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5232.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.618e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.525e-02 |           99.9999 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5232.vnnlib: sat
--- Verification time: 0.0369 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (503/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_391.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_391.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_391.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.327e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.214e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.153e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.080e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.019e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   2.949e-02 |           99.2551 ‖
‖         7 |     61 |                  3 |   2.876e-02 |           94.1797 ‖
‖         8 |    112 |                 13 |   2.780e-02 |           84.2581 ‖
‖         9 |    188 |                 48 |   2.690e-02 |           68.5333 ‖
‖        10 |    305 |                113 |   2.628e-02 |           55.8489 ‖
‖        11 |    466 |                249 |   2.580e-02 |           42.5690 ‖
‖        12 |    700 |                467 |   2.506e-02 |           31.3700 ‖
‖        13 |   1012 |                830 |   2.455e-02 |           21.9111 ‖
‖        14 |   1418 |               1374 |   2.418e-02 |           15.1670 ‖
‖        15 |   1741 |               1981 |   2.408e-02 |           11.7149 ‖
‖        16 |   2240 |               2435 |   2.397e-02 |            9.6885 ‖
‖        17 |   2641 |               2987 |   2.373e-02 |            8.2092 ‖
‖        18 |   3175 |               3401 |   2.368e-02 |            7.1287 ‖
‖        19 |   3832 |               3718 |   2.347e-02 |            6.4337 ‖
‖        20 |   4357 |               4168 |   2.326e-02 |            5.7994 ‖
‖        21 |   5013 |               4479 |   2.311e-02 |            5.4979 ‖
‖        22 |   5542 |               4943 |   2.288e-02 |            4.8409 ‖
‖        23 |   6256 |               5199 |   2.273e-02 |            4.6724 ‖
‖        24 |   6899 |               5548 |   2.254e-02 |            4.2044 ‖
‖        25 |   7573 |               5859 |   2.234e-02 |            4.0095 ‖
‖        26 |   8099 |               6303 |   2.215e-02 |            3.7716 ‖
‖        27 |   8681 |               6683 |   2.202e-02 |            3.6557 ‖
‖        28 |   9192 |               7147 |   2.187e-02 |            3.4938 ‖
‖        29 |   9536 |               7762 |   2.173e-02 |            3.3737 ‖
‖        30 |   9637 |               8596 |   2.170e-02 |            3.2511 ‖
‖        31 |   9625 |               9510 |   2.172e-02 |            3.0205 ‖
‖        32 |   9850 |              10203 |   2.168e-02 |            2.9424 ‖
‖        33 |  10067 |              10917 |   2.166e-02 |            2.8155 ‖
‖        34 |  10264 |              11645 |   2.159e-02 |            2.7949 ‖
‖        35 |  10266 |              12551 |   2.155e-02 |            2.5019 ‖
‖        36 |  10341 |              13356 |   2.152e-02 |            2.4567 ‖
‖        37 |  10422 |              14198 |   2.146e-02 |            2.3271 ‖
‖        38 |  10463 |              15059 |   2.143e-02 |            2.2617 ‖
‖        39 |  10415 |              16011 |   2.138e-02 |            2.2034 ‖
‖        40 |  10452 |              16868 |   2.137e-02 |            2.1411 ‖
‖        41 |  10350 |              17849 |   2.136e-02 |            2.1020 ‖
‖        42 |  10315 |              18794 |   2.137e-02 |            2.0033 ‖
‖        43 |  10106 |              19893 |   2.137e-02 |            1.9762 ‖
‖        44 |   9886 |              21004 |   2.136e-02 |            1.8743 ‖
‖        45 |   9717 |              22042 |   2.142e-02 |            1.8622 ‖
‖        46 |   9697 |              22996 |   2.140e-02 |            1.7697 ‖
‖        47 |   9461 |              24050 |   2.142e-02 |            1.7250 ‖
‖        48 |   9368 |              25035 |   2.140e-02 |            1.6737 ‖
‖        49 |   9248 |              26043 |   2.139e-02 |            1.5184 ‖
‖        50 |   9124 |              27069 |   2.130e-02 |            1.4994 ‖
‖        51 |   9030 |              28048 |   2.127e-02 |            1.3955 ‖
‖        52 |   8805 |              29118 |   2.127e-02 |            1.3543 ‖
‖        53 |   8608 |              30204 |   2.124e-02 |            1.3402 ‖
‖        54 |   8285 |              31379 |   2.122e-02 |            1.1983 ‖
‖        55 |   8096 |              32439 |   2.124e-02 |            1.1386 ‖
‖        56 |   7855 |              33550 |   2.122e-02 |            1.0534 ‖
‖        57 |   7667 |              34642 |   2.119e-02 |            1.0010 ‖
‖        58 |   7313 |              35840 |   2.121e-02 |            0.9789 ‖
‖        59 |   7071 |              36993 |   2.114e-02 |            0.9471 ‖
‖        60 |   6810 |              38105 |   2.117e-02 |            0.9165 ‖
‖        61 |   6616 |              39193 |   2.117e-02 |            0.8351 ‖
‖        62 |   6390 |              40274 |   2.120e-02 |            0.7788 ‖
‖        63 |   6145 |              41401 |   2.112e-02 |            0.7556 ‖
‖        64 |   5912 |              42516 |   2.104e-02 |            0.6970 ‖
‖        65 |   5602 |              43693 |   2.103e-02 |            0.6645 ‖
‖        66 |   5294 |              44877 |   2.096e-02 |            0.5905 ‖
‖        67 |   4971 |              46046 |   2.100e-02 |            0.5535 ‖
‖        68 |   4722 |              47184 |   2.092e-02 |            0.4914 ‖
‖        69 |   4450 |              48301 |   2.090e-02 |            0.4454 ‖
‖        70 |   4149 |              49463 |   2.083e-02 |            0.3762 ‖
‖        71 |   3849 |              50608 |   2.079e-02 |            0.3196 ‖
‖        72 |   3487 |              51805 |   2.074e-02 |            0.2908 ‖
‖        73 |   3164 |              52998 |   2.057e-02 |            0.2405 ‖
‖        74 |   2782 |              54232 |   2.048e-02 |            0.2095 ‖
‖        75 |   2392 |              55474 |   2.041e-02 |            0.1757 ‖
‖        76 |   1983 |              56733 |   2.025e-02 |            0.1258 ‖
‖        77 |   1551 |              58013 |   1.991e-02 |            0.0835 ‖
‖        78 |   1069 |              59335 |   1.972e-02 |            0.0455 ‖
‖        79 |    546 |              60681 |   1.873e-02 |            0.0103 ‖
‖        80 |    161 |              61439 |   1.793e-02 |            0.0013 ‖
‖        81 |     35 |              61666 |   1.888e-02 |            0.0002 ‖
‖        82 |      4 |              61724 |   1.592e-02 |            0.0000 ‖
‖        83 |      1 |              61730 |   2.054e-02 |            0.0000 ‖
‖        84 |      0 |              61732 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 7.000 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_391.vnnlib: unsat
--- Verification time: 7.0107 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (504/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_501.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_501.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_501.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.939e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_501.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (505/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7434.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7434.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7434.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.495e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7434.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (506/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1170.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1170.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1170.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.481e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1170.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (507/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3741.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3741.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3741.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.536e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.435e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.343e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.230e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.123e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.045e-02 |           99.9999 ‖
‖         7 |     63 |                  1 |   3.984e-02 |           98.4374 ‖
‖         8 |    121 |                  6 |   3.883e-02 |           93.2052 ‖
‖         9 |    212 |                 35 |   3.742e-02 |           79.4296 ‖
‖        10 |    349 |                107 |   3.626e-02 |           64.6361 ‖
‖        11 |    544 |                250 |   3.527e-02 |           49.5796 ‖
‖        12 |    778 |                535 |   3.413e-02 |           33.8009 ‖
‖        13 |   1076 |                964 |   3.304e-02 |           22.5907 ‖
‖        14 |   1359 |               1613 |   3.286e-02 |           15.2030 ‖
‖        15 |   1654 |               2260 |   3.220e-02 |           10.9525 ‖
‖        16 |   2058 |               2770 |   3.191e-02 |            8.5405 ‖
‖        17 |   2368 |               3450 |   3.096e-02 |            6.4443 ‖
‖        18 |   2687 |               4079 |   3.047e-02 |            5.1988 ‖
‖        19 |   2800 |               4967 |   2.963e-02 |            3.8317 ‖
‖        20 |   2547 |               6128 |   2.928e-02 |            2.9063 ‖
‖        21 |   2353 |               7234 |   2.875e-02 |            2.1883 ‖
‖        22 |   2198 |               8281 |   2.858e-02 |            1.6128 ‖
‖        23 |   2080 |               9263 |   2.850e-02 |            1.2027 ‖
‖        24 |   1940 |              10317 |   2.779e-02 |            0.6172 ‖
‖        25 |   1796 |              11334 |   2.734e-02 |            0.3619 ‖
‖        26 |   1628 |              12370 |   2.683e-02 |            0.2048 ‖
‖        27 |   1390 |              13466 |   2.650e-02 |            0.1013 ‖
‖        28 |   1162 |              14544 |   2.626e-02 |            0.0528 ‖
‖        29 |    905 |              15688 |   2.513e-02 |            0.0216 ‖
‖        30 |    572 |              16778 |   2.451e-02 |            0.0067 ‖
‖        31 |    294 |              17520 |   2.327e-02 |            0.0016 ‖
‖        32 |    125 |              17915 |   2.182e-02 |            0.0003 ‖
‖        33 |     53 |              18073 |   2.256e-02 |            0.0001 ‖
‖        34 |     23 |              18142 |   2.210e-02 |            0.0000 ‖
‖        35 |     12 |              18171 |   1.881e-02 |            0.0000 ‖
‖        36 |      4 |              18186 |   2.223e-02 |            0.0000 ‖
‖        37 |      2 |              18191 |   1.670e-02 |            0.0000 ‖
‖        38 |      0 |              18193 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.432 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3741.vnnlib: unsat
--- Verification time: 2.4425 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (508/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2667.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2667.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2667.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.009e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.897e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.751e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.683e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.538e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.443e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.335e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.241e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.153e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.033e-02 |           99.9998 ‖
‖        11 |   1024 |                  0 |   3.930e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   3.832e-02 |           99.9996 ‖
‖        13 |   3072 |                  0 |   3.772e-02 |           99.9987 ‖
‖        14 |   4096 |                  0 |   3.728e-02 |           99.9986 ‖
‖        15 |   5120 |                  0 |   3.694e-02 |           99.9986 ‖
‖        16 |   6133 |                 11 |   3.664e-02 |           99.8281 ‖
‖        17 |   7157 |                 11 |   3.642e-02 |           99.8280 ‖
‖        18 |   8180 |                 12 |   3.617e-02 |           99.8265 ‖
‖        19 |   9203 |                 13 |   3.600e-02 |           99.8205 ‖
‖        20 |  10217 |                 23 |   3.586e-02 |           99.7872 ‖
‖        21 |  11239 |                 25 |   3.571e-02 |           99.7870 ‖
‖        22 |  12261 |                 27 |   3.552e-02 |           99.7687 ‖
‖        23 |  13285 |                 27 |   3.539e-02 |           99.7688 ‖
‖        24 |  14309 |                 27 |   3.524e-02 |           99.7691 ‖
‖        25 |  15248 |                111 |   3.507e-02 |           99.0483 ‖
‖        26 |  16258 |                124 |   3.493e-02 |           98.9941 ‖
‖        27 |  17272 |                132 |   3.477e-02 |           98.9799 ‖
‖        28 |  18296 |                132 |   3.462e-02 |           98.9791 ‖
‖        29 |  19320 |                132 |   3.447e-02 |           98.9790 ‖
‖        30 |  20343 |                133 |   3.430e-02 |           98.9789 ‖
‖        31 |  21355 |                144 |   3.413e-02 |           98.9725 ‖
‖        32 |  22379 |                144 |   3.397e-02 |           98.9726 ‖
‖        33 |  23401 |                146 |   3.380e-02 |           98.9658 ‖
‖        34 |  24414 |                157 |   3.363e-02 |           98.9042 ‖
‖        35 |  25436 |                159 |   3.348e-02 |           98.9043 ‖
‖        36 |  26404 |                214 |   3.331e-02 |           98.9015 ‖
‖        37 |  27342 |                288 |   3.320e-02 |           98.9011 ‖
‖        38 |  28326 |                322 |   3.307e-02 |           98.9015 ‖
‖        39 |  29328 |                343 |   3.290e-02 |           98.9013 ‖
‖        40 |  30291 |                399 |   3.278e-02 |           98.9010 ‖
‖        41 |  31200 |                504 |   3.266e-02 |           98.9010 ‖
‖        42 |  32013 |                693 |   3.255e-02 |           98.8855 ‖
‖        43 |  32603 |               1087 |   3.251e-02 |           98.7869 ‖
‖        44 |  33083 |               1591 |   3.254e-02 |           98.7864 ‖
‖        45 |  33512 |               2132 |   3.256e-02 |           98.7863 ‖
‖        46 |  34029 |               2581 |   3.264e-02 |           98.7873 ‖
‖        47 |  34775 |               2821 |   3.270e-02 |           98.7873 ‖
‖        48 |  35675 |               2937 |   3.267e-02 |           98.7872 ‖
‖        49 |  36665 |               2966 |   3.266e-02 |           98.7868 ‖
‖        50 |  37675 |               2977 |   3.264e-02 |           98.7871 ‖
‖        51 |  38671 |               3005 |   3.259e-02 |           98.6767 ‖
‖        52 |  39432 |               3263 |   3.252e-02 |           97.6980 ‖
‖        53 |  40304 |               3390 |   3.246e-02 |           97.2966 ‖
‖        54 |  41311 |               3406 |   3.238e-02 |           97.2230 ‖
‖        55 |  42249 |               3492 |   3.232e-02 |           96.8771 ‖
‖        56 |  43235 |               3525 |   3.225e-02 |           96.7742 ‖
‖        57 |  44187 |               3594 |   3.215e-02 |           96.7436 ‖
‖        58 |  44970 |               3822 |   3.212e-02 |           96.7158 ‖
‖        59 |  45797 |               3987 |   3.207e-02 |           96.7159 ‖
‖        60 |  46597 |               4194 |   3.201e-02 |           96.6861 ‖
‖        61 |  47511 |               4290 |   3.199e-02 |           96.5710 ‖
‖        62 |  48475 |               4346 |   3.196e-02 |           96.5355 ‖
‖        63 |  49489 |               4354 |   3.189e-02 |           96.5350 ‖
‖        64 |  50496 |               4370 |   3.186e-02 |           96.5144 ‖
‖        65 |  51498 |               4391 |   3.181e-02 |           96.5122 ‖
‖        66 |  52479 |               4432 |   3.173e-02 |           96.4696 ‖
‖        67 |  53470 |               4461 |   3.170e-02 |           96.4693 ‖
‖        68 |  54403 |               4547 |   3.165e-02 |           96.4689 ‖
‖        69 |  55266 |               4698 |   3.157e-02 |           96.3643 ‖
‖        70 |  56211 |               4772 |   3.154e-02 |           96.3507 ‖
‖        71 |  57212 |               4789 |   3.149e-02 |           96.3496 ‖
‖        72 |  58183 |               4839 |   3.141e-02 |           96.3496 ‖
‖        73 |  59185 |               4858 |   3.138e-02 |           96.3497 ‖
‖        74 |  60134 |               4928 |   3.133e-02 |           96.3495 ‖
‖        75 |  61057 |               5016 |   3.126e-02 |           96.3312 ‖
‖        76 |  62004 |               5085 |   3.123e-02 |           96.3309 ‖
‖        77 |  62929 |               5170 |   3.119e-02 |           96.3307 ‖
‖        78 |  63753 |               5357 |   3.111e-02 |           96.2172 ‖
‖        79 |  64580 |               5535 |   3.109e-02 |           96.0767 ‖
‖        80 |  65475 |               5647 |   3.105e-02 |           96.0612 ‖
‖        81 |  66381 |               5749 |   3.098e-02 |           96.0538 ‖
‖        82 |  67290 |               5850 |   3.096e-02 |           96.0483 ‖
‖        83 |  68145 |               6002 |   3.092e-02 |           96.0480 ‖
‖        84 |  69038 |               6113 |   3.085e-02 |           96.0464 ‖
‖        85 |  69995 |               6174 |   3.080e-02 |           96.0464 ‖
‖        86 |  70876 |               6308 |   3.075e-02 |           96.0464 ‖
‖        87 |  71754 |               6443 |   3.068e-02 |           96.0450 ‖
‖        88 |  72736 |               6476 |   3.064e-02 |           96.0448 ‖
‖        89 |  73635 |               6593 |   3.058e-02 |           96.0453 ‖
‖        90 |  74488 |               6748 |   3.052e-02 |           96.0460 ‖
‖        91 |  75145 |               7073 |   3.051e-02 |           96.0463 ‖
‖        92 |  75482 |               7695 |   3.051e-02 |           96.0463 ‖
‖        93 |  75879 |               8242 |   3.052e-02 |           96.0464 ‖
‖        94 |  76412 |               8700 |   3.053e-02 |           96.0464 ‖
‖        95 |  76813 |               9263 |   3.050e-02 |           96.0465 ‖
‖        96 |  77241 |               9784 |   3.051e-02 |           96.0465 ‖
‖        97 |  77681 |              10295 |   3.054e-02 |           96.0475 ‖
‖        98 |  78040 |              10900 |   3.053e-02 |           96.0478 ‖
‖        99 |  78452 |              11424 |   3.055e-02 |           96.0480 ‖
‖       100 |  78929 |              11916 |   3.057e-02 |           96.0488 ‖
‖       101 |  79078 |              12729 |   3.056e-02 |           96.0348 ‖
‖       102 |  79367 |              13373 |   3.059e-02 |           96.0326 ‖
‖       103 |  79902 |              13807 |   3.062e-02 |           96.0326 ‖
‖       104 |  80297 |              14399 |   3.063e-02 |           95.9557 ‖
‖       105 |  80811 |              14854 |   3.066e-02 |           95.8942 ‖
‖       106 |  81391 |              15245 |   3.068e-02 |           95.8833 ‖
‖       107 |  82152 |              15476 |   3.071e-02 |           95.8842 ‖
‖       108 |  83060 |              15576 |   3.072e-02 |           95.8848 ‖
‖       109 |  84031 |              15620 |   3.071e-02 |           95.8846 ‖
‖       110 |  85029 |              15643 |   3.070e-02 |           95.8849 ‖
‖       111 |  86045 |              15650 |   3.070e-02 |           95.8848 ‖
‖       112 |  87054 |              15660 |   3.069e-02 |           95.8844 ‖
‖       113 |  88077 |              15661 |   3.068e-02 |           95.8847 ‖
‖       114 |  89069 |              15690 |   3.067e-02 |           95.8791 ‖
‖       115 |  89870 |              15906 |   3.064e-02 |           95.8791 ‖
‖       116 |  90492 |              16278 |   3.063e-02 |           95.8792 ‖
‖       117 |  91318 |              16444 |   3.063e-02 |           95.8791 ‖
‖       118 |  92300 |              16474 |   3.063e-02 |           95.8791 ‖
‖       119 |  93279 |              16512 |   3.063e-02 |           95.8791 ‖
‖       120 |  94278 |              16534 |   3.062e-02 |           95.8791 ‖
‖       121 |  95247 |              16581 |   3.061e-02 |           95.8790 ‖
‖       122 |  96191 |              16654 |   3.060e-02 |           95.8791 ‖
‖       123 |  97049 |              16799 |   3.057e-02 |           95.8484 ‖
‖       124 |  97875 |              16980 |   3.056e-02 |           95.8484 ‖
‖       125 |  98578 |              17277 |   3.055e-02 |           95.8483 ‖
‖       126 |  99040 |              17796 |   3.054e-02 |           95.5226 ‖
‖       127 |  99438 |              18344 |   3.053e-02 |           94.9487 ‖
‖       128 | 100336 |              18449 |   3.050e-02 |           94.9487 ‖
‖       129 | 101007 |              18795 |   3.048e-02 |           94.4518 ‖
‖       130 | 101784 |              19005 |   3.046e-02 |           94.3617 ‖
‖       131 | 102632 |              19169 |   3.043e-02 |           94.2323 ‖
‖       132 | 103524 |              19287 |   3.040e-02 |           94.1799 ‖
‖       133 | 104406 |              19416 |   3.038e-02 |           94.1799 ‖
‖       134 | 105205 |              19627 |   3.035e-02 |           94.0661 ‖
‖       135 | 105780 |              20058 |   3.034e-02 |           93.5944 ‖
‖       136 | 106465 |              20353 |   3.031e-02 |           93.4402 ‖
‖       137 | 107183 |              20640 |   3.029e-02 |           93.2787 ‖
‖       138 | 107862 |              20954 |   3.028e-02 |           93.0447 ‖
‖       139 | 108521 |              21286 |   3.025e-02 |           93.0446 ‖
‖       140 | 109136 |              21662 |   3.024e-02 |           92.9435 ‖
‖       141 | 109645 |              22130 |   3.021e-02 |           92.9435 ‖
‖       142 | 110320 |              22426 |   3.020e-02 |           92.9436 ‖
‖       143 | 111159 |              22594 |   3.020e-02 |           92.8742 ‖
‖       144 | 112126 |              22644 |   3.020e-02 |           92.8661 ‖
‖       145 | 112922 |              22861 |   3.018e-02 |           92.8662 ‖
‖       146 | 113888 |              22897 |   3.018e-02 |           92.8661 ‖
‖       147 | 114784 |              23023 |   3.016e-02 |           92.8661 ‖
‖       148 | 115600 |              23221 |   3.014e-02 |           92.7641 ‖
‖       149 | 116345 |              23489 |   3.011e-02 |           92.7641 ‖
‖       150 | 117075 |              23746 |   3.008e-02 |           92.7641 ‖
‖       151 | 117565 |              24252 |   3.007e-02 |           92.4579 ‖
‖       152 | 118048 |              24737 |   3.008e-02 |           92.2463 ‖
‖       153 | 118716 |              25054 |   3.006e-02 |           92.2184 ‖
‖       154 | 119515 |              25264 |   3.004e-02 |           92.0392 ‖
‖       155 | 120446 |              25341 |   3.001e-02 |           92.0218 ‖
‖       156 | 121374 |              25433 |   2.997e-02 |           91.9850 ‖
‖       157 | 122333 |              25495 |   2.992e-02 |           91.9689 ‖
‖       158 | 123145 |              25685 |   2.988e-02 |           91.9689 ‖
‖       159 | 123962 |              25868 |   2.985e-02 |           91.9194 ‖
‖       160 | 124584 |              26247 |   2.984e-02 |           91.7573 ‖
‖       161 | 125023 |              26799 |   2.984e-02 |           91.7209 ‖
‖       162 | 125470 |              27310 |   2.985e-02 |           91.7055 ‖
‖       163 | 126154 |              27621 |   2.986e-02 |           91.6689 ‖
‖       164 | 126854 |              27911 |   2.984e-02 |           91.6679 ‖
‖       165 | 127546 |              28212 |   2.983e-02 |           91.6302 ‖
‖       166 | 128311 |              28447 |   2.981e-02 |           91.6301 ‖
‖       167 | 129042 |              28712 |   2.979e-02 |           91.6301 ‖
‖       168 | 129946 |              28815 |   2.978e-02 |           91.6296 ‖
‖       169 | 130882 |              28890 |   2.978e-02 |           91.6296 ‖
‖       170 | 131788 |              29001 |   2.976e-02 |           91.6295 ‖
‖       171 | 132720 |              29084 |   2.974e-02 |           91.6295 ‖
‖       172 | 133567 |              29253 |   2.974e-02 |           91.6295 ‖
‖       173 | 134290 |              29528 |   2.971e-02 |           91.6295 ‖
‖       174 | 134847 |              29941 |   2.969e-02 |           91.5383 ‖
‖       175 | 135634 |              30158 |   2.966e-02 |           91.5383 ‖
‖       176 | 136427 |              30352 |   2.963e-02 |           91.5381 ‖
‖       177 | 137164 |              30612 |   2.963e-02 |           91.4806 ‖
‖       178 | 137966 |              30814 |   2.963e-02 |           91.4529 ‖
‖       179 | 138713 |              31074 |   2.960e-02 |           91.4430 ‖
‖       180 | 139477 |              31313 |   2.960e-02 |           91.4296 ‖
‖       181 | 140300 |              31488 |   2.958e-02 |           91.4296 ‖
‖       182 | 141072 |              31721 |   2.956e-02 |           91.4285 ‖
‖       183 | 141765 |              32025 |   2.954e-02 |           91.4285 ‖
‖       184 | 142354 |              32413 |   2.952e-02 |           91.4284 ‖
‖       185 | 142886 |              32855 |   2.951e-02 |           91.4283 ‖
‖       186 | 143497 |              33225 |   2.952e-02 |           91.4278 ‖
‖       187 | 144123 |              33572 |   2.952e-02 |           91.4279 ‖
‖       188 | 144805 |              33874 |   2.951e-02 |           91.4279 ‖
‖       189 | 145582 |              34089 |   2.951e-02 |           91.4278 ‖
‖       190 | 146264 |              34406 |   2.949e-02 |           91.4278 ‖
‖       191 | 146933 |              34694 |   2.948e-02 |           91.4088 ‖
‖       192 | 147558 |              35057 |   2.945e-02 |           91.4088 ‖
‖       193 | 148149 |              35437 |   2.943e-02 |           91.4088 ‖
‖       194 | 148868 |              35701 |   2.943e-02 |           91.4087 ‖
‖       195 | 149625 |              35945 |   2.943e-02 |           91.4088 ‖
‖       196 | 150137 |              36426 |   2.941e-02 |           91.4087 ‖
‖       197 | 150819 |              36717 |   2.941e-02 |           91.4088 ‖
‖       198 | 151465 |              37056 |   2.940e-02 |           91.4088 ‖
‖       199 | 151971 |              37531 |   2.939e-02 |           91.3743 ‖
‖       200 | 152199 |              38257 |   2.938e-02 |           91.2799 ‖
‖       201 | 152738 |              38660 |   2.936e-02 |           91.2798 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2667.vnnlib: unknown
--- Verification time: 20.0211 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (509/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1373.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1373.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1373.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.829e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1373.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (510/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_31.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_31.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_31.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.233e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_31.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (511/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_600.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_600.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_600.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.343e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.241e-02 |           93.6278 ‖
‖         3 |      3 |                  1 |   3.062e-02 |           42.2338 ‖
‖         4 |      2 |                  5 |   3.051e-02 |           18.1244 ‖
‖         5 |      2 |                  7 |   3.005e-02 |            9.3178 ‖
‖         6 |      1 |                 10 |   2.973e-02 |            3.1232 ‖
‖         7 |      1 |                 11 |   2.839e-02 |            0.6501 ‖
‖         8 |      0 |                 13 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.144 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_600.vnnlib: unsat
--- Verification time: 0.1544 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (512/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_319.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_319.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_319.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.578e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_319.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (513/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1973.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1973.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1973.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.263e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1973.vnnlib: unsat
--- Verification time: 0.0320 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (514/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2755.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2755.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2755.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.775e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2755.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (515/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2554.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2554.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2554.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.399e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2554.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (516/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4813.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4813.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4813.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.747e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4813.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (517/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_824.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_824.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_824.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.168e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.044e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   2.951e-02 |           99.9994 ‖
‖         4 |      8 |                  0 |   2.871e-02 |           99.9994 ‖
‖         5 |     16 |                  0 |   2.778e-02 |           99.9994 ‖
‖         6 |     31 |                  1 |   2.692e-02 |           95.9984 ‖
‖         7 |     59 |                  4 |   2.619e-02 |           89.5230 ‖
‖         8 |    108 |                 14 |   2.560e-02 |           81.7632 ‖
‖         9 |    189 |                 38 |   2.498e-02 |           71.2830 ‖
‖        10 |    313 |                100 |   2.417e-02 |           57.7680 ‖
‖        11 |    481 |                236 |   2.323e-02 |           42.2990 ‖
‖        12 |    719 |                443 |   2.277e-02 |           31.2004 ‖
‖        13 |   1029 |                801 |   2.213e-02 |           21.7177 ‖
‖        14 |   1419 |               1353 |   2.159e-02 |           14.7579 ‖
‖        15 |   1729 |               1958 |   2.147e-02 |           11.4877 ‖
‖        16 |   2244 |               2379 |   2.151e-02 |            9.8867 ‖
‖        17 |   2771 |               2828 |   2.126e-02 |            8.5784 ‖
‖        18 |   3377 |               3209 |   2.101e-02 |            7.3051 ‖
‖        19 |   4149 |               3430 |   2.083e-02 |            6.6863 ‖
‖        20 |   4752 |               3825 |   2.061e-02 |            6.2077 ‖
‖        21 |   5462 |               4104 |   2.037e-02 |            5.6640 ‖
‖        22 |   6153 |               4413 |   2.016e-02 |            5.0725 ‖
‖        23 |   6931 |               4638 |   1.999e-02 |            4.8202 ‖
‖        24 |   7707 |               4867 |   1.980e-02 |            4.4483 ‖
‖        25 |   8373 |               5220 |   1.957e-02 |            3.9992 ‖
‖        26 |   9293 |               5287 |   1.941e-02 |            4.0968 ‖
‖        27 |   9865 |               5714 |   1.916e-02 |            3.7388 ‖
‖        28 |  10735 |               5832 |   1.898e-02 |            3.5842 ‖
‖        29 |  11225 |               6340 |   1.878e-02 |            3.2630 ‖
‖        30 |  11853 |               6697 |   1.861e-02 |            3.1985 ‖
‖        31 |  12240 |               7309 |   1.848e-02 |            3.0311 ‖
‖        32 |  12694 |               7814 |   1.848e-02 |            2.9231 ‖
‖        33 |  13407 |               8070 |   1.846e-02 |            2.9231 ‖
‖        34 |  13898 |               8560 |   1.841e-02 |            2.5710 ‖
‖        35 |  14402 |               9041 |   1.834e-02 |            2.5735 ‖
‖        36 |  14664 |               9738 |   1.828e-02 |            2.4433 ‖
‖        37 |  15200 |              10182 |   1.827e-02 |            2.5328 ‖
‖        38 |  15711 |              10639 |   1.821e-02 |            2.5390 ‖
‖        39 |  15937 |              11381 |   1.814e-02 |            2.1973 ‖
‖        40 |  16223 |              12041 |   1.806e-02 |            2.1616 ‖
‖        41 |  16452 |              12778 |   1.798e-02 |            2.0708 ‖
‖        42 |  16869 |              13323 |   1.795e-02 |            1.9171 ‖
‖        43 |  17095 |              14065 |   1.789e-02 |            1.8908 ‖
‖        44 |  17077 |              15023 |   1.783e-02 |            1.7503 ‖
‖        45 |  17099 |              15900 |   1.780e-02 |            1.7184 ‖
‖        46 |  17180 |              16776 |   1.777e-02 |            1.6720 ‖
‖        47 |  17255 |              17664 |   1.776e-02 |            1.6720 ‖
‖        48 |  17306 |              18550 |   1.776e-02 |            1.6720 ‖
‖        49 |  17052 |              19695 |   1.776e-02 |            1.5869 ‖
‖        50 |  16902 |              20749 |   1.779e-02 |            1.5810 ‖
‖        51 |  16893 |              21688 |   1.779e-02 |            1.5484 ‖
‖        52 |  17003 |              22489 |   1.777e-02 |            1.5600 ‖
‖        53 |  16842 |              23550 |   1.774e-02 |            1.5221 ‖
‖        54 |  16748 |              24476 |   1.777e-02 |            1.5221 ‖
‖        55 |  16682 |              25451 |   1.775e-02 |            1.4723 ‖
‖        56 |  16589 |              26406 |   1.776e-02 |            1.5249 ‖
‖        57 |  16392 |              27510 |   1.772e-02 |            1.5224 ‖
‖        58 |  16410 |              28403 |   1.770e-02 |            1.5224 ‖
‖        59 |  16262 |              29460 |   1.766e-02 |            1.3775 ‖
‖        60 |  16114 |              30485 |   1.763e-02 |            1.3559 ‖
‖        61 |  15796 |              31668 |   1.761e-02 |            1.2767 ‖
‖        62 |  15586 |              32775 |   1.758e-02 |            1.2767 ‖
‖        63 |  15308 |              33937 |   1.756e-02 |            1.2320 ‖
‖        64 |  15119 |              35045 |   1.753e-02 |            1.1903 ‖
‖        65 |  15180 |              35938 |   1.749e-02 |            1.0448 ‖
‖        66 |  15013 |              36937 |   1.753e-02 |            0.9753 ‖
‖        67 |  14931 |              37983 |   1.749e-02 |            0.9753 ‖
‖        68 |  14714 |              39106 |   1.745e-02 |            0.9171 ‖
‖        69 |  14369 |              40329 |   1.744e-02 |            0.8507 ‖
‖        70 |  13916 |              41627 |   1.746e-02 |            0.8279 ‖
‖        71 |  13561 |              42885 |   1.745e-02 |            0.7997 ‖
‖        72 |  13106 |              44182 |   1.746e-02 |            0.7997 ‖
‖        73 |  12710 |              45491 |   1.743e-02 |            0.7997 ‖
‖        74 |  12618 |              46443 |   1.746e-02 |            0.7997 ‖
‖        75 |  12474 |              47461 |   1.749e-02 |            0.7997 ‖
‖        76 |  12328 |              48515 |   1.746e-02 |            0.7640 ‖
‖        77 |  12145 |              49528 |   1.748e-02 |            0.7643 ‖
‖        78 |  11814 |              50737 |   1.751e-02 |            0.7324 ‖
‖        79 |  11470 |              51919 |   1.754e-02 |            0.7402 ‖
‖        80 |  11233 |              53019 |   1.753e-02 |            0.7114 ‖
‖        81 |  11079 |              54081 |   1.749e-02 |            0.7114 ‖
‖        82 |  10895 |              55124 |   1.747e-02 |            0.6848 ‖
‖        83 |  10734 |              56183 |   1.740e-02 |            0.6304 ‖
‖        84 |  10298 |              57491 |   1.737e-02 |            0.5734 ‖
‖        85 |   9912 |              58741 |   1.737e-02 |            0.5656 ‖
‖        86 |   9472 |              60055 |   1.732e-02 |            0.5396 ‖
‖        87 |   9156 |              61241 |   1.723e-02 |            0.4019 ‖
‖        88 |   8769 |              62456 |   1.723e-02 |            0.3412 ‖
‖        89 |   8455 |              63678 |   1.718e-02 |            0.3412 ‖
‖        90 |   8094 |              64885 |   1.715e-02 |            0.2889 ‖
‖        91 |   7624 |              66215 |   1.710e-02 |            0.2667 ‖
‖        92 |   7079 |              67590 |   1.706e-02 |            0.2413 ‖
‖        93 |   6490 |              69002 |   1.702e-02 |            0.2354 ‖
‖        94 |   6179 |              70176 |   1.695e-02 |            0.2194 ‖
‖        95 |   6025 |              71196 |   1.688e-02 |            0.2194 ‖
‖        96 |   5570 |              72481 |   1.686e-02 |            0.1894 ‖
‖        97 |   5058 |              73803 |   1.683e-02 |            0.1477 ‖
‖        98 |   4600 |              75094 |   1.671e-02 |            0.1421 ‖
‖        99 |   4115 |              76426 |   1.651e-02 |            0.1077 ‖
‖       100 |   3560 |              77773 |   1.641e-02 |            0.0701 ‖
‖       101 |   3189 |              79013 |   1.625e-02 |            0.0329 ‖
‖       102 |   2751 |              80274 |   1.593e-02 |            0.0235 ‖
‖       103 |   2343 |              81523 |   1.552e-02 |            0.0235 ‖
‖       104 |   2049 |              82648 |   1.534e-02 |            0.0235 ‖
‖       105 |   1623 |              83918 |   1.470e-02 |            0.0050 ‖
‖       106 |   1204 |              85161 |   1.360e-02 |            0.0000 ‖
‖       107 |    991 |              86235 |   1.256e-02 |            0.0000 ‖
‖       108 |    830 |              87244 |   1.220e-02 |            0.0000 ‖
‖       109 |    716 |              88100 |   1.166e-02 |            0.0000 ‖
‖       110 |    608 |              88808 |   1.130e-02 |            0.0000 ‖
‖       111 |    379 |              89537 |   1.086e-02 |            0.0000 ‖
‖       112 |    270 |              89945 |   1.102e-02 |            0.0000 ‖
‖       113 |    199 |              90243 |   1.079e-02 |            0.0000 ‖
‖       114 |    171 |              90447 |   1.078e-02 |            0.0000 ‖
‖       115 |    151 |              90622 |   1.055e-02 |            0.0000 ‖
‖       116 |    122 |              90785 |   1.067e-02 |            0.0000 ‖
‖       117 |    118 |              90906 |   1.040e-02 |            0.0000 ‖
‖       118 |    111 |              91025 |   9.589e-03 |            0.0000 ‖
‖       119 |     66 |              91164 |   9.150e-03 |            0.0000 ‖
‖       120 |     43 |              91240 |   8.050e-03 |            0.0000 ‖
‖       121 |     23 |              91287 |   9.067e-03 |            0.0000 ‖
‖       122 |     12 |              91318 |   8.458e-03 |            0.0000 ‖
‖       123 |      5 |              91336 |   8.537e-03 |            0.0000 ‖
‖       124 |      3 |              91342 |   8.370e-03 |            0.0000 ‖
‖       125 |      1 |              91347 |   8.143e-03 |            0.0000 ‖
‖       126 |      0 |              91349 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 10.693 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_824.vnnlib: unsat
--- Verification time: 10.7039 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (518/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6614.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6614.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6614.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.261e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.162e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.032e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.902e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.852e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.753e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.658e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.566e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.474e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.377e-02 |          100.0000 ‖
‖        11 |   1021 |                  3 |   3.286e-02 |           99.4794 ‖
‖        12 |   2014 |                 29 |   3.196e-02 |           97.7492 ‖
‖        13 |   2940 |                122 |   3.133e-02 |           94.5516 ‖
‖        14 |   3921 |                161 |   3.093e-02 |           93.3917 ‖
‖        15 |   4938 |                166 |   3.063e-02 |           93.2871 ‖
‖        16 |   5749 |                374 |   3.028e-02 |           90.3026 ‖
‖        17 |   6648 |                491 |   3.001e-02 |           88.6447 ‖
‖        18 |   7614 |                537 |   2.980e-02 |           88.2187 ‖
‖        19 |   8566 |                606 |   2.957e-02 |           87.0562 ‖
‖        20 |   9543 |                653 |   2.937e-02 |           86.3988 ‖
‖        21 |  10537 |                678 |   2.915e-02 |           86.2183 ‖
‖        22 |  11533 |                706 |   2.892e-02 |           85.6884 ‖
‖        23 |  12550 |                713 |   2.875e-02 |           85.5191 ‖
‖        24 |  13519 |                765 |   2.857e-02 |           85.2593 ‖
‖        25 |  14324 |                977 |   2.837e-02 |           83.9047 ‖
‖        26 |  15143 |               1157 |   2.818e-02 |           82.9173 ‖
‖        27 |  16023 |               1295 |   2.798e-02 |           81.9992 ‖
‖        28 |  16863 |               1474 |   2.782e-02 |           80.6995 ‖
‖        29 |  17796 |               1548 |   2.765e-02 |           80.4104 ‖
‖        30 |  18672 |               1678 |   2.752e-02 |           80.1622 ‖
‖        31 |  19497 |               1854 |   2.744e-02 |           80.1554 ‖
‖        32 |  20179 |               2156 |   2.736e-02 |           80.0303 ‖
‖        33 |  20740 |               2572 |   2.729e-02 |           79.2168 ‖
‖        34 |  21198 |               3077 |   2.726e-02 |           78.5298 ‖
‖        35 |  21575 |               3661 |   2.725e-02 |           78.2461 ‖
‖        36 |  21959 |               4235 |   2.728e-02 |           77.6560 ‖
‖        37 |  22476 |               4672 |   2.734e-02 |           77.0838 ‖
‖        38 |  23194 |               4939 |   2.731e-02 |           76.9004 ‖
‖        39 |  23988 |               5146 |   2.726e-02 |           76.7979 ‖
‖        40 |  24734 |               5407 |   2.723e-02 |           76.7438 ‖
‖        41 |  25381 |               5759 |   2.717e-02 |           76.6879 ‖
‖        42 |  25981 |               6152 |   2.712e-02 |           76.0876 ‖
‖        43 |  26566 |               6534 |   2.710e-02 |           75.8607 ‖
‖        44 |  27114 |               6964 |   2.705e-02 |           75.8078 ‖
‖        45 |  27667 |               7373 |   2.702e-02 |           75.4393 ‖
‖        46 |  28199 |               7809 |   2.703e-02 |           75.3375 ‖
‖        47 |  28621 |               8350 |   2.702e-02 |           75.2437 ‖
‖        48 |  29093 |               8850 |   2.701e-02 |           75.1288 ‖
‖        49 |  29490 |               9402 |   2.701e-02 |           75.1199 ‖
‖        50 |  29827 |              10022 |   2.698e-02 |           74.8730 ‖
‖        51 |  30222 |              10579 |   2.696e-02 |           74.3472 ‖
‖        52 |  30559 |              11179 |   2.689e-02 |           74.2771 ‖
‖        53 |  30886 |              11780 |   2.687e-02 |           73.6920 ‖
‖        54 |  31245 |              12389 |   2.684e-02 |           73.4760 ‖
‖        55 |  31488 |              13098 |   2.681e-02 |           73.3409 ‖
‖        56 |  31665 |              13846 |   2.681e-02 |           72.7060 ‖
‖        57 |  31908 |              14534 |   2.678e-02 |           72.6623 ‖
‖        58 |  32007 |              15359 |   2.677e-02 |           71.8148 ‖
‖        59 |  32134 |              16170 |   2.677e-02 |           71.0591 ‖
‖        60 |  32213 |              16999 |   2.674e-02 |           70.9183 ‖
‖        61 |  32422 |              17674 |   2.677e-02 |           70.5831 ‖
‖        62 |  32905 |              18154 |   2.678e-02 |           70.5688 ‖
‖        63 |  33242 |              18794 |   2.676e-02 |           70.4019 ‖
‖        64 |  33537 |              19430 |   2.678e-02 |           70.2954 ‖
‖        65 |  33796 |              20118 |   2.681e-02 |           69.9965 ‖
‖        66 |  34109 |              20751 |   2.683e-02 |           69.8946 ‖
‖        67 |  34458 |              21329 |   2.688e-02 |           69.8736 ‖
‖        68 |  34794 |              21967 |   2.691e-02 |           69.8491 ‖
‖        69 |  35164 |              22535 |   2.693e-02 |           69.7698 ‖
‖        70 |  35797 |              22874 |   2.693e-02 |           69.7656 ‖
‖        71 |  36253 |              23394 |   2.694e-02 |           69.4396 ‖
‖        72 |  36726 |              23899 |   2.693e-02 |           68.6692 ‖
‖        73 |  37167 |              24427 |   2.691e-02 |           68.3502 ‖
‖        74 |  37573 |              24994 |   2.691e-02 |           67.7632 ‖
‖        75 |  37950 |              25591 |   2.689e-02 |           67.5326 ‖
‖        76 |  38402 |              26090 |   2.686e-02 |           67.4717 ‖
‖        77 |  38911 |              26550 |   2.683e-02 |           67.1571 ‖
‖        78 |  39422 |              27025 |   2.682e-02 |           66.6674 ‖
‖        79 |  39881 |              27541 |   2.681e-02 |           66.2722 ‖
‖        80 |  40229 |              28148 |   2.681e-02 |           65.8165 ‖
‖        81 |  40665 |              28686 |   2.680e-02 |           65.5647 ‖
‖        82 |  41141 |              29168 |   2.679e-02 |           65.3977 ‖
‖        83 |  41735 |              29551 |   2.678e-02 |           65.3120 ‖
‖        84 |  42379 |              29894 |   2.675e-02 |           65.2392 ‖
‖        85 |  42885 |              30360 |   2.672e-02 |           65.0941 ‖
‖        86 |  43286 |              30928 |   2.671e-02 |           64.9886 ‖
‖        87 |  43875 |              31306 |   2.672e-02 |           64.9360 ‖
‖        88 |  44554 |              31608 |   2.673e-02 |           64.9117 ‖
‖        89 |  45217 |              31935 |   2.671e-02 |           64.8467 ‖
‖        90 |  45888 |              32252 |   2.669e-02 |           64.8371 ‖
‖        91 |  46471 |              32664 |   2.666e-02 |           64.6653 ‖
‖        92 |  46911 |              33185 |   2.664e-02 |           64.4225 ‖
‖        93 |  47386 |              33686 |   2.662e-02 |           64.2457 ‖
‖        94 |  47747 |              34255 |   2.662e-02 |           63.9609 ‖
‖        95 |  48194 |              34772 |   2.661e-02 |           63.8059 ‖
‖        96 |  48574 |              35341 |   2.660e-02 |           63.6467 ‖
‖        97 |  48910 |              35962 |   2.657e-02 |           63.0932 ‖
‖        98 |  49393 |              36426 |   2.657e-02 |           62.7886 ‖
‖        99 |  49936 |              36841 |   2.658e-02 |           62.4813 ‖
‖       100 |  50601 |              37161 |   2.659e-02 |           62.2238 ‖
‖       101 |  51363 |              37392 |   2.660e-02 |           62.0541 ‖
‖       102 |  52017 |              37734 |   2.659e-02 |           61.9794 ‖
‖       103 |  52583 |              38151 |   2.658e-02 |           61.8906 ‖
‖       104 |  53202 |              38507 |   2.659e-02 |           61.6898 ‖
‖       105 |  53803 |              38881 |   2.659e-02 |           61.6425 ‖
‖       106 |  54340 |              39320 |   2.659e-02 |           61.5834 ‖
‖       107 |  54816 |              39811 |   2.658e-02 |           61.4825 ‖
‖       108 |  55251 |              40342 |   2.657e-02 |           61.3207 ‖
‖       109 |  55672 |              40882 |   2.656e-02 |           61.1055 ‖
‖       110 |  55843 |              41661 |   2.655e-02 |           61.0694 ‖
‖       111 |  56045 |              42419 |   2.653e-02 |           61.0184 ‖
‖       112 |  56139 |              43249 |   2.654e-02 |           60.7824 ‖
‖       113 |  56214 |              44076 |   2.654e-02 |           60.5815 ‖
‖       114 |  56567 |              44639 |   2.655e-02 |           60.4896 ‖
‖       115 |  57067 |              45098 |   2.655e-02 |           60.3512 ‖
‖       116 |  57473 |              45678 |   2.653e-02 |           60.2992 ‖
‖       117 |  57736 |              46363 |   2.652e-02 |           59.9950 ‖
‖       118 |  57964 |              47064 |   2.653e-02 |           59.9308 ‖
‖       119 |  58257 |              47726 |   2.653e-02 |           59.5879 ‖
‖       120 |  58443 |              48479 |   2.652e-02 |           59.1895 ‖
‖       121 |  58663 |              49221 |   2.651e-02 |           58.6929 ‖
‖       122 |  58624 |              50181 |   2.650e-02 |           58.6164 ‖
‖       123 |  58726 |              51001 |   2.651e-02 |           58.2778 ‖
‖       124 |  58946 |              51723 |   2.650e-02 |           58.0236 ‖
‖       125 |  59330 |              52290 |   2.649e-02 |           57.8890 ‖
‖       126 |  59814 |              52764 |   2.649e-02 |           57.7127 ‖
‖       127 |  60369 |              53194 |   2.647e-02 |           57.6719 ‖
‖       128 |  61052 |              53475 |   2.646e-02 |           57.6125 ‖
‖       129 |  61693 |              53825 |   2.644e-02 |           57.5903 ‖
‖       130 |  62043 |              54458 |   2.643e-02 |           57.2263 ‖
‖       131 |  62377 |              55072 |   2.642e-02 |           56.9477 ‖
‖       132 |  62697 |              55693 |   2.643e-02 |           56.6893 ‖
‖       133 |  63239 |              56101 |   2.644e-02 |           56.5345 ‖
‖       134 |  63975 |              56351 |   2.645e-02 |           56.4267 ‖
‖       135 |  64766 |              56553 |   2.646e-02 |           56.3301 ‖
‖       136 |  65628 |              56696 |   2.645e-02 |           56.2573 ‖
‖       137 |  66468 |              56862 |   2.644e-02 |           56.2214 ‖
‖       138 |  67182 |              57145 |   2.643e-02 |           56.1936 ‖
‖       139 |  67789 |              57530 |   2.641e-02 |           56.1248 ‖
‖       140 |  68456 |              57852 |   2.639e-02 |           55.9806 ‖
‖       141 |  68946 |              58338 |   2.637e-02 |           55.8357 ‖
‖       142 |  69352 |              58896 |   2.635e-02 |           55.5613 ‖
‖       143 |  69509 |              59675 |   2.634e-02 |           55.1305 ‖
‖       144 |  69768 |              60357 |   2.633e-02 |           54.9699 ‖
‖       145 |  69839 |              61194 |   2.633e-02 |           54.6157 ‖
‖       146 |  70015 |              61965 |   2.632e-02 |           54.0140 ‖
‖       147 |  70341 |              62583 |   2.632e-02 |           53.6475 ‖
‖       148 |  70793 |              63089 |   2.630e-02 |           53.4619 ‖
‖       149 |  71212 |              63648 |   2.628e-02 |           53.3693 ‖
‖       150 |  71585 |              64241 |   2.627e-02 |           53.3013 ‖
‖       151 |  72020 |              64782 |   2.624e-02 |           53.2113 ‖
‖       152 |  72424 |              65314 |   2.623e-02 |           53.0840 ‖
‖       153 |  72701 |              65992 |   2.621e-02 |           52.7412 ‖
‖       154 |  72907 |              66735 |   2.621e-02 |           52.2092 ‖
‖       155 |  73238 |              67346 |   2.620e-02 |           51.9226 ‖
‖       156 |  73446 |              68091 |   2.619e-02 |           51.3609 ‖
‖       157 |  73642 |              68842 |   2.618e-02 |           50.8795 ‖
‖       158 |  73925 |              69530 |   2.617e-02 |           50.4056 ‖
‖       159 |  74261 |              70172 |   2.616e-02 |           50.1421 ‖
‖       160 |  74476 |              70885 |   2.614e-02 |           49.9979 ‖
‖       161 |  74646 |              71649 |   2.613e-02 |           49.8379 ‖
‖       162 |  74892 |              72377 |   2.612e-02 |           49.6316 ‖
‖       163 |  75267 |              72985 |   2.610e-02 |           49.4886 ‖
‖       164 |  75437 |              73762 |   2.609e-02 |           49.3864 ‖
‖       165 |  75694 |              74469 |   2.607e-02 |           49.3227 ‖
‖       166 |  76045 |              75048 |   2.606e-02 |           49.2697 ‖
‖       167 |  76495 |              75537 |   2.605e-02 |           49.2409 ‖
‖       168 |  77049 |              75939 |   2.604e-02 |           49.1038 ‖
‖       169 |  77457 |              76501 |   2.604e-02 |           48.9793 ‖
‖       170 |  77856 |              77056 |   2.604e-02 |           48.8168 ‖
‖       171 |  78278 |              77611 |   2.604e-02 |           48.6523 ‖
‖       172 |  78910 |              77951 |   2.604e-02 |           48.5659 ‖
‖       173 |  79639 |              78222 |   2.604e-02 |           48.5280 ‖
‖       174 |  80359 |              78500 |   2.604e-02 |           48.4750 ‖
‖       175 |  81002 |              78851 |   2.603e-02 |           48.4345 ‖
‖       176 |  81543 |              79288 |   2.601e-02 |           48.3746 ‖
‖       177 |  82015 |              79783 |   2.600e-02 |           48.3410 ‖
‖       178 |  82478 |              80291 |   2.599e-02 |           48.3151 ‖
‖       179 |  82964 |              80783 |   2.598e-02 |           48.2886 ‖
‖       180 |  83548 |              81189 |   2.596e-02 |           48.2408 ‖
‖       181 |  83964 |              81708 |   2.596e-02 |           48.1357 ‖
‖       182 |  84421 |              82225 |   2.595e-02 |           48.0800 ‖
‖       183 |  84898 |              82690 |   2.594e-02 |           47.9558 ‖
‖       184 |  85542 |              83018 |   2.593e-02 |           47.8468 ‖
‖       185 |  86186 |              83364 |   2.592e-02 |           47.6155 ‖
‖       186 |  86906 |              83633 |   2.591e-02 |           47.3848 ‖
‖       187 |  87524 |              84008 |   2.591e-02 |           47.1203 ‖
‖       188 |  88068 |              84466 |   2.589e-02 |           47.0089 ‖
‖       189 |  88534 |              84959 |   2.588e-02 |           46.9124 ‖
‖       190 |  88943 |              85510 |   2.586e-02 |           46.7246 ‖
‖       191 |  89281 |              86148 |   2.584e-02 |           46.5129 ‖
‖       192 |  89561 |              86802 |   2.583e-02 |           46.2300 ‖
‖       193 |  90001 |              87325 |   2.581e-02 |           45.9559 ‖
‖       194 |  90431 |              87836 |   2.581e-02 |           45.7274 ‖
‖       195 |  90894 |              88339 |   2.580e-02 |           45.4512 ‖
‖       196 |  91378 |              88838 |   2.579e-02 |           45.1823 ‖
‖       197 |  91849 |              89332 |   2.579e-02 |           44.9241 ‖
‖       198 |  92399 |              89775 |   2.579e-02 |           44.6728 ‖
‖       199 |  92976 |              90179 |   2.578e-02 |           44.5327 ‖
‖       200 |  93513 |              90635 |   2.577e-02 |           44.3974 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6614.vnnlib: unknown
--- Verification time: 20.0192 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (519/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3937.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3937.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3937.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.860e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3937.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (520/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3658.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3658.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3658.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.091e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.032e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.942e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.834e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.760e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.689e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.609e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.524e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.452e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.383e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.299e-02 |          100.0000 ‖
‖        12 |   2048 |                  0 |   3.208e-02 |           99.9995 ‖
‖        13 |   3072 |                  0 |   3.143e-02 |           99.9993 ‖
‖        14 |   4096 |                  0 |   3.097e-02 |           99.9992 ‖
‖        15 |   5120 |                  0 |   3.069e-02 |          100.0002 ‖
‖        16 |   6144 |                  0 |   3.041e-02 |          100.0005 ‖
‖        17 |   7168 |                  0 |   3.017e-02 |          100.0006 ‖
‖        18 |   8192 |                  0 |   2.993e-02 |          100.0008 ‖
‖        19 |   9216 |                  0 |   2.969e-02 |          100.0010 ‖
‖        20 |  10240 |                  0 |   2.945e-02 |          100.0012 ‖
‖        21 |  11264 |                  0 |   2.923e-02 |          100.0014 ‖
‖        22 |  12288 |                  0 |   2.904e-02 |          100.0016 ‖
‖        22 |  11264 |                  0 |   2.913e-02 |           90.9846 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.922 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3658.vnnlib: sat
--- Verification time: 0.9337 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (521/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_853.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_853.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_853.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.090e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.913e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.684e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.456e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.367e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.185e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.032e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.889e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.782e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.690e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.581e-02 |          100.0002 ‖
‖        12 |   2047 |                  1 |   4.470e-02 |           99.8540 ‖
‖        13 |   3057 |                 13 |   4.413e-02 |           99.5319 ‖
‖        14 |   4081 |                 13 |   4.361e-02 |           99.5319 ‖
‖        15 |   5104 |                 14 |   4.319e-02 |           99.5086 ‖
‖        16 |   6081 |                 61 |   4.272e-02 |           98.8662 ‖
‖        17 |   7103 |                 62 |   4.232e-02 |           98.8661 ‖
‖        18 |   8127 |                 62 |   4.196e-02 |           98.8652 ‖
‖        19 |   9151 |                 62 |   4.164e-02 |           98.8656 ‖
‖        20 |  10175 |                 62 |   4.135e-02 |           98.8657 ‖
‖        21 |  11199 |                 62 |   4.101e-02 |           98.8659 ‖
‖        22 |  12221 |                 63 |   4.075e-02 |           98.8645 ‖
‖        23 |  13245 |                 63 |   4.047e-02 |           98.8640 ‖
‖        24 |  14250 |                 81 |   4.015e-02 |           98.7498 ‖
‖        25 |  15135 |                217 |   3.985e-02 |           97.8168 ‖
‖        26 |  16143 |                231 |   3.959e-02 |           97.7128 ‖
‖        27 |  17167 |                231 |   3.928e-02 |           97.7130 ‖
‖        28 |  18190 |                232 |   3.905e-02 |           97.7068 ‖
‖        29 |  19214 |                232 |   3.882e-02 |           97.7068 ‖
‖        30 |  20238 |                232 |   3.856e-02 |           97.7065 ‖
‖        31 |  21262 |                232 |   3.852e-02 |           97.7079 ‖
‖        32 |  22286 |                232 |   3.845e-02 |           97.7084 ‖
‖        32 |  21262 |                232 |   3.849e-02 |           96.0635 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.711 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_853.vnnlib: sat
--- Verification time: 1.7215 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (522/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1761.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1761.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1761.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.148e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.013e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   2.945e-02 |           99.9998 ‖
‖         4 |      8 |                  0 |   2.867e-02 |           99.9998 ‖
‖         5 |     15 |                  1 |   2.786e-02 |           92.4111 ‖
‖         6 |     25 |                  6 |   2.639e-02 |           74.9998 ‖
‖         7 |     45 |                 10 |   2.595e-02 |           65.4091 ‖
‖         8 |     73 |                 25 |   2.579e-02 |           54.3405 ‖
‖         9 |    121 |                 49 |   2.493e-02 |           43.1741 ‖
‖        10 |    184 |                100 |   2.457e-02 |           32.8321 ‖
‖        11 |    264 |                194 |   2.395e-02 |           23.4746 ‖
‖        12 |    370 |                339 |   2.341e-02 |           16.0276 ‖
‖        13 |    476 |                581 |   2.302e-02 |           10.5772 ‖
‖        14 |    589 |                918 |   2.249e-02 |            6.2851 ‖
‖        15 |    631 |               1418 |   2.205e-02 |            3.3472 ‖
‖        16 |    628 |               1996 |   2.121e-02 |            1.5491 ‖
‖        17 |    527 |               2644 |   2.029e-02 |            0.6150 ‖
‖        18 |    393 |               3210 |   1.956e-02 |            0.2184 ‖
‖        19 |    232 |               3682 |   1.900e-02 |            0.0639 ‖
‖        20 |    136 |               3963 |   1.796e-02 |            0.0165 ‖
‖        21 |     72 |               4129 |   1.779e-02 |            0.0040 ‖
‖        22 |     40 |               4208 |   1.861e-02 |            0.0013 ‖
‖        23 |     18 |               4264 |   1.738e-02 |            0.0003 ‖
‖        24 |      7 |               4290 |   1.671e-02 |            0.0000 ‖
‖        25 |      3 |               4298 |   1.355e-02 |            0.0000 ‖
‖        26 |      1 |               4301 |   1.774e-02 |            0.0000 ‖
‖        27 |      0 |               4303 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.116 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1761.vnnlib: unsat
--- Verification time: 1.1270 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (523/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6489.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6489.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6489.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.381e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6489.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (524/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4421.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4421.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4421.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.057e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.956e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.828e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.699e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.605e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.556e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.496e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.431e-02 |           99.9417 ‖
‖         9 |    255 |                  1 |   3.369e-02 |           99.4571 ‖
‖        10 |    504 |                  7 |   3.309e-02 |           97.5301 ‖
‖        11 |    981 |                 32 |   3.248e-02 |           94.0902 ‖
‖        12 |   1869 |                116 |   3.193e-02 |           89.1107 ‖
‖        13 |   2652 |                342 |   3.139e-02 |           82.0897 ‖
‖        14 |   3653 |                354 |   3.123e-02 |           82.0285 ‖
‖        15 |   4452 |                549 |   3.104e-02 |           79.7195 ‖
‖        16 |   5114 |                898 |   3.073e-02 |           75.3659 ‖
‖        17 |   6085 |                933 |   3.056e-02 |           75.1326 ‖
‖        18 |   7046 |                996 |   3.030e-02 |           73.5765 ‖
‖        19 |   8067 |                999 |   3.011e-02 |           73.4673 ‖
‖        20 |   9091 |                999 |   2.988e-02 |           73.4671 ‖
‖        21 |   9920 |               1167 |   2.976e-02 |           72.6720 ‖
‖        22 |  10940 |               1169 |   2.966e-02 |           72.6723 ‖
‖        23 |  11774 |               1338 |   2.956e-02 |           71.5839 ‖
‖        24 |  12383 |               1723 |   2.944e-02 |           69.1439 ‖
‖        25 |  13394 |               1730 |   2.933e-02 |           69.1368 ‖
‖        26 |  14355 |               1793 |   2.924e-02 |           68.6820 ‖
‖        27 |  15379 |               1793 |   2.915e-02 |           68.6825 ‖
‖        28 |  16334 |               1854 |   2.898e-02 |           68.2868 ‖
‖        29 |  17034 |               2174 |   2.881e-02 |           65.9475 ‖
‖        30 |  17978 |               2230 |   2.865e-02 |           65.7471 ‖
‖        31 |  18948 |               2281 |   2.845e-02 |           65.3258 ‖
‖        32 |  19862 |               2391 |   2.827e-02 |           64.3885 ‖
‖        33 |  20879 |               2397 |   2.810e-02 |           64.3285 ‖
‖        34 |  21903 |               2397 |   2.789e-02 |           64.3113 ‖
‖        35 |  22927 |               2397 |   2.768e-02 |           64.3113 ‖
‖        36 |  23951 |               2397 |   2.751e-02 |           64.3113 ‖
‖        37 |  24867 |               2495 |   2.735e-02 |           63.9926 ‖
‖        38 |  25860 |               2518 |   2.721e-02 |           63.7790 ‖
‖        39 |  26880 |               2520 |   2.703e-02 |           63.7795 ‖
‖        40 |  27904 |               2520 |   2.688e-02 |           63.7755 ‖
‖        41 |  28928 |               2520 |   2.674e-02 |           63.7762 ‖
‖        42 |  29952 |               2520 |   2.661e-02 |           63.7765 ‖
‖        43 |  30789 |               2682 |   2.646e-02 |           63.4496 ‖
‖        44 |  31813 |               2682 |   2.632e-02 |           63.4498 ‖
‖        45 |  32833 |               2684 |   2.617e-02 |           63.4499 ‖
‖        46 |  33366 |               3142 |   2.600e-02 |           61.9847 ‖
‖        47 |  34208 |               3303 |   2.586e-02 |           61.7271 ‖
‖        48 |  35176 |               3350 |   2.573e-02 |           61.7116 ‖
‖        49 |  35990 |               3554 |   2.563e-02 |           61.7118 ‖
‖        50 |  36671 |               3795 |   2.567e-02 |           61.7119 ‖
‖        51 |  37464 |               4001 |   2.566e-02 |           61.3061 ‖
‖        52 |  38336 |               4137 |   2.566e-02 |           61.1208 ‖
‖        53 |  39125 |               4342 |   2.569e-02 |           61.1210 ‖
‖        54 |  39976 |               4484 |   2.569e-02 |           61.1210 ‖
‖        55 |  40884 |               4590 |   2.571e-02 |           61.1210 ‖
‖        56 |  41775 |               4709 |   2.570e-02 |           61.1207 ‖
‖        57 |  42604 |               4886 |   2.566e-02 |           60.9515 ‖
‖        58 |  43515 |               4985 |   2.562e-02 |           60.9513 ‖
‖        59 |  44416 |               5088 |   2.557e-02 |           60.8132 ‖
‖        60 |  44950 |               5569 |   2.549e-02 |           59.3036 ‖
‖        61 |  45779 |               5730 |   2.542e-02 |           59.0501 ‖
‖        62 |  46659 |               5872 |   2.534e-02 |           58.5408 ‖
‖        63 |  47655 |               5897 |   2.528e-02 |           58.4605 ‖
‖        64 |  48618 |               5951 |   2.522e-02 |           58.4604 ‖
‖        65 |  49285 |               6281 |   2.517e-02 |           57.9439 ‖
‖        66 |  50060 |               6514 |   2.513e-02 |           57.9438 ‖
‖        67 |  50770 |               6802 |   2.507e-02 |           57.9438 ‖
‖        68 |  51014 |               7532 |   2.505e-02 |           56.7199 ‖
‖        69 |  51318 |               8192 |   2.507e-02 |           56.2740 ‖
‖        70 |  51782 |               8702 |   2.504e-02 |           56.1157 ‖
‖        71 |  52427 |               9054 |   2.504e-02 |           55.6912 ‖
‖        72 |  53280 |               9210 |   2.503e-02 |           55.6510 ‖
‖        73 |  54203 |               9303 |   2.495e-02 |           55.6043 ‖
‖        74 |  55172 |               9356 |   2.491e-02 |           55.4851 ‖
‖        75 |  56192 |               9359 |   2.486e-02 |           55.4851 ‖
‖        76 |  57213 |               9362 |   2.476e-02 |           55.4821 ‖
‖        77 |  58212 |               9387 |   2.471e-02 |           55.4711 ‖
‖        78 |  59167 |               9448 |   2.466e-02 |           55.4714 ‖
‖        79 |  60087 |               9545 |   2.457e-02 |           55.4715 ‖
‖        80 |  60824 |               9805 |   2.456e-02 |           55.4716 ‖
‖        81 |  61426 |              10188 |   2.457e-02 |           55.4718 ‖
‖        82 |  61892 |              10683 |   2.452e-02 |           55.2432 ‖
‖        83 |  62449 |              11114 |   2.453e-02 |           55.1900 ‖
‖        84 |  63043 |              11514 |   2.453e-02 |           55.1902 ‖
‖        85 |  63629 |              11913 |   2.448e-02 |           54.7641 ‖
‖        86 |  64367 |              12180 |   2.447e-02 |           54.3189 ‖
‖        87 |  65263 |              12295 |   2.442e-02 |           54.3159 ‖
‖        88 |  66135 |              12438 |   2.435e-02 |           54.2772 ‖
‖        89 |  67004 |              12586 |   2.431e-02 |           54.2739 ‖
‖        90 |  67741 |              12849 |   2.428e-02 |           54.2739 ‖
‖        91 |  68400 |              13185 |   2.423e-02 |           54.1594 ‖
‖        92 |  68934 |              13634 |   2.423e-02 |           54.0779 ‖
‖        93 |  69469 |              14078 |   2.423e-02 |           54.0780 ‖
‖        94 |  70021 |              14509 |   2.421e-02 |           53.9844 ‖
‖        95 |  70653 |              14871 |   2.422e-02 |           53.9741 ‖
‖        96 |  71324 |              15201 |   2.419e-02 |           53.9737 ‖
‖        97 |  72091 |              15438 |   2.415e-02 |           53.9737 ‖
‖        98 |  72871 |              15666 |   2.414e-02 |           53.9728 ‖
‖        99 |  73563 |              15973 |   2.411e-02 |           53.9727 ‖
‖       100 |  74121 |              16399 |   2.407e-02 |           53.8983 ‖
‖       101 |  74787 |              16726 |   2.404e-02 |           53.8983 ‖
‖       102 |  75393 |              17120 |   2.401e-02 |           53.8984 ‖
‖       103 |  75978 |              17524 |   2.399e-02 |           53.8982 ‖
‖       104 |  76478 |              18003 |   2.400e-02 |           53.8981 ‖
‖       105 |  77040 |              18428 |   2.399e-02 |           53.8981 ‖
‖       106 |  77355 |              19099 |   2.399e-02 |           53.8981 ‖
‖       107 |  77801 |              19600 |   2.402e-02 |           53.8981 ‖
‖       108 |  78363 |              20023 |   2.402e-02 |           53.8980 ‖
‖       109 |  78459 |              20870 |   2.402e-02 |           53.4256 ‖
‖       110 |  78579 |              21703 |   2.400e-02 |           53.3439 ‖
‖       111 |  78647 |              22563 |   2.401e-02 |           53.1394 ‖
‖       112 |  78963 |              23213 |   2.405e-02 |           53.1392 ‖
‖       113 |  79352 |              23794 |   2.406e-02 |           53.1389 ‖
‖       114 |  79647 |              24450 |   2.410e-02 |           53.1310 ‖
‖       115 |  80269 |              24808 |   2.411e-02 |           53.1293 ‖
‖       116 |  80612 |              25433 |   2.413e-02 |           53.1290 ‖
‖       117 |  81048 |              25965 |   2.415e-02 |           53.1289 ‖
‖       118 |  81582 |              26403 |   2.415e-02 |           53.1285 ‖
‖       119 |  82254 |              26691 |   2.415e-02 |           53.1282 ‖
‖       120 |  82961 |              26966 |   2.415e-02 |           53.1280 ‖
‖       121 |  83683 |              27203 |   2.415e-02 |           53.1127 ‖
‖       122 |  84524 |              27361 |   2.414e-02 |           53.0564 ‖
‖       123 |  85259 |              27620 |   2.413e-02 |           52.9548 ‖
‖       124 |  86042 |              27841 |   2.411e-02 |           52.8841 ‖
‖       125 |  86591 |              28281 |   2.410e-02 |           52.4996 ‖
‖       126 |  87116 |              28734 |   2.411e-02 |           52.4147 ‖
‖       127 |  87723 |              29112 |   2.411e-02 |           52.3542 ‖
‖       128 |  88214 |              29597 |   2.413e-02 |           52.3538 ‖
‖       129 |  88750 |              30045 |   2.414e-02 |           52.3535 ‖
‖       130 |  89309 |              30462 |   2.414e-02 |           52.3527 ‖
‖       131 |  89863 |              30889 |   2.415e-02 |           52.3070 ‖
‖       132 |  90286 |              31437 |   2.417e-02 |           52.2653 ‖
‖       133 |  90837 |              31860 |   2.420e-02 |           52.2643 ‖
‖       134 |  91445 |              32225 |   2.422e-02 |           52.2630 ‖
‖       135 |  92184 |              32468 |   2.423e-02 |           52.2629 ‖
‖       136 |  92998 |              32656 |   2.424e-02 |           52.2628 ‖
‖       137 |  93793 |              32858 |   2.422e-02 |           52.2603 ‖
‖       138 |  94613 |              33038 |   2.421e-02 |           52.2295 ‖
‖       139 |  95437 |              33216 |   2.418e-02 |           52.2287 ‖
‖       140 |  96215 |              33440 |   2.416e-02 |           52.2287 ‖
‖       141 |  96967 |              33687 |   2.416e-02 |           52.2286 ‖
‖       142 |  97662 |              33990 |   2.413e-02 |           52.2286 ‖
‖       143 |  98340 |              34310 |   2.412e-02 |           52.1901 ‖
‖       144 |  98996 |              34650 |   2.411e-02 |           52.1901 ‖
‖       145 |  99483 |              35129 |   2.409e-02 |           52.1533 ‖
‖       146 |  99612 |              35972 |   2.407e-02 |           51.4384 ‖
‖       147 |  99915 |              36590 |   2.405e-02 |           51.3832 ‖
‖       148 | 100411 |              37076 |   2.404e-02 |           51.2319 ‖
‖       149 | 100902 |              37559 |   2.403e-02 |           51.1952 ‖
‖       150 | 101219 |              38195 |   2.402e-02 |           51.1021 ‖
‖       151 | 101567 |              38808 |   2.402e-02 |           50.8306 ‖
‖       152 | 101855 |              39476 |   2.401e-02 |           50.8028 ‖
‖       153 | 102171 |              40113 |   2.400e-02 |           50.6736 ‖
‖       154 | 102647 |              40610 |   2.400e-02 |           50.5721 ‖
‖       155 | 102952 |              41259 |   2.400e-02 |           50.5706 ‖
‖       156 | 103292 |              41870 |   2.401e-02 |           50.5546 ‖
‖       157 | 103722 |              42402 |   2.403e-02 |           50.5528 ‖
‖       158 | 104122 |              42973 |   2.401e-02 |           50.5527 ‖
‖       159 | 104224 |              43808 |   2.401e-02 |           50.2387 ‖
‖       160 | 104503 |              44478 |   2.403e-02 |           50.2272 ‖
‖       161 | 104787 |              45163 |   2.403e-02 |           50.2272 ‖
‖       162 | 105346 |              45567 |   2.405e-02 |           50.2272 ‖
‖       163 | 105932 |              45952 |   2.404e-02 |           50.2272 ‖
‖       164 | 106521 |              46340 |   2.404e-02 |           50.2272 ‖
‖       165 | 107340 |              46516 |   2.401e-02 |           50.2272 ‖
‖       166 | 107756 |              47069 |   2.398e-02 |           49.6794 ‖
‖       167 | 108090 |              47697 |   2.397e-02 |           49.1377 ‖
‖       168 | 108605 |              48178 |   2.396e-02 |           48.6542 ‖
‖       169 | 109047 |              48709 |   2.394e-02 |           48.4917 ‖
‖       170 | 109594 |              49146 |   2.392e-02 |           48.4917 ‖
‖       171 | 110008 |              49701 |   2.391e-02 |           48.1297 ‖
‖       172 | 110571 |              50142 |   2.391e-02 |           47.8006 ‖
‖       173 | 111171 |              50529 |   2.389e-02 |           47.6358 ‖
‖       174 | 111700 |              51005 |   2.389e-02 |           47.5141 ‖
‖       175 | 112083 |              51571 |   2.389e-02 |           47.5128 ‖
‖       176 | 112574 |              52056 |   2.387e-02 |           47.4511 ‖
‖       177 | 113335 |              52293 |   2.384e-02 |           47.4512 ‖
‖       178 | 114206 |              52427 |   2.381e-02 |           47.4484 ‖
‖       179 | 115046 |              52595 |   2.379e-02 |           47.2759 ‖
‖       180 | 115892 |              52763 |   2.378e-02 |           47.2156 ‖
‖       181 | 116656 |              53004 |   2.375e-02 |           47.2153 ‖
‖       182 | 117361 |              53293 |   2.373e-02 |           47.2153 ‖
‖       183 | 118015 |              53635 |   2.373e-02 |           47.2152 ‖
‖       184 | 118485 |              54149 |   2.370e-02 |           47.2152 ‖
‖       185 | 119006 |              54607 |   2.368e-02 |           47.2135 ‖
‖       186 | 119426 |              55153 |   2.367e-02 |           47.2135 ‖
‖       187 | 119916 |              55643 |   2.365e-02 |           47.2073 ‖
‖       188 | 120547 |              55989 |   2.365e-02 |           47.1234 ‖
‖       189 | 121292 |              56256 |   2.364e-02 |           47.1079 ‖
‖       190 | 121960 |              56583 |   2.361e-02 |           47.1041 ‖
‖       191 | 122772 |              56766 |   2.360e-02 |           47.0900 ‖
‖       192 | 123587 |              56951 |   2.359e-02 |           47.0900 ‖
‖       193 | 124108 |              57424 |   2.355e-02 |           47.0900 ‖
‖       194 | 124593 |              57890 |   2.354e-02 |           47.0869 ‖
‖       195 | 125166 |              58307 |   2.351e-02 |           47.0869 ‖
‖       196 | 125303 |              59137 |   2.351e-02 |           47.0361 ‖
‖       197 | 125666 |              59715 |   2.353e-02 |           47.0182 ‖
‖       198 | 126009 |              60333 |   2.355e-02 |           47.0137 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.084 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4421.vnnlib: unknown
--- Verification time: 20.1027 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (525/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2307.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2307.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2307.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.056e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.959e-02 |           97.1904 ‖
‖         3 |      3 |                  1 |   4.912e-02 |           71.3790 ‖
‖         4 |      5 |                  2 |   4.796e-02 |           59.1340 ‖
‖         5 |      9 |                  3 |   4.374e-02 |           46.8563 ‖
‖         6 |     14 |                  6 |   4.505e-02 |           38.3624 ‖
‖         7 |     22 |                 12 |   4.487e-02 |           31.1427 ‖
‖         8 |     31 |                 25 |   4.255e-02 |           21.7304 ‖
‖         9 |     39 |                 47 |   4.231e-02 |           13.6570 ‖
‖        10 |     54 |                 70 |   4.108e-02 |            8.8721 ‖
‖        11 |     72 |                100 |   4.089e-02 |            6.0380 ‖
‖        12 |     70 |                168 |   3.996e-02 |            2.8919 ‖
‖        13 |     56 |                249 |   3.888e-02 |            1.1884 ‖
‖        14 |     59 |                300 |   3.691e-02 |            0.5467 ‖
‖        15 |     48 |                359 |   3.701e-02 |            0.2520 ‖
‖        16 |     38 |                414 |   3.620e-02 |            0.0867 ‖
‖        17 |     25 |                459 |   3.566e-02 |            0.0268 ‖
‖        18 |      8 |                498 |   3.608e-02 |            0.0044 ‖
‖        19 |      2 |                511 |   3.573e-02 |            0.0006 ‖
‖        20 |      0 |                515 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.577 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2307.vnnlib: unsat
--- Verification time: 0.5879 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (526/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2137.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2137.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2137.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.874e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2137.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (527/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6523.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6523.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6523.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.363e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6523.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (528/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6415.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6415.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6415.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.897e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6415.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (529/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1292.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1292.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1292.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.334e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1292.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (530/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6373.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6373.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6373.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.795e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6373.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (531/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_154.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_154.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_154.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.855e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.683e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.460e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.374e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.262e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.213e-02 |           99.8104 ‖
‖         7 |     61 |                  3 |   3.127e-02 |           95.3064 ‖
‖         8 |    119 |                  6 |   2.997e-02 |           90.7159 ‖
‖         9 |    222 |                 19 |   2.925e-02 |           85.4808 ‖
‖        10 |    407 |                 54 |   2.844e-02 |           77.7958 ‖
‖        11 |    750 |                113 |   2.770e-02 |           70.8423 ‖
‖        12 |   1341 |                256 |   2.710e-02 |           63.5550 ‖
‖        13 |   2137 |                467 |   2.653e-02 |           58.0194 ‖
‖        14 |   2855 |                742 |   2.625e-02 |           53.8457 ‖
‖        15 |   3803 |                812 |   2.585e-02 |           52.8297 ‖
‖        16 |   4629 |               1009 |   2.542e-02 |           50.7337 ‖
‖        17 |   5066 |               1557 |   2.519e-02 |           47.6794 ‖
‖        18 |   5727 |               1913 |   2.498e-02 |           45.0189 ‖
‖        19 |   6251 |               2390 |   2.475e-02 |           42.3688 ‖
‖        20 |   6699 |               2951 |   2.455e-02 |           40.1716 ‖
‖        21 |   7564 |               3100 |   2.440e-02 |           39.9349 ‖
‖        22 |   8152 |               3514 |   2.417e-02 |           39.0295 ‖
‖        23 |   9036 |               3641 |   2.400e-02 |           38.8088 ‖
‖        24 |  10051 |               3647 |   2.389e-02 |           38.8071 ‖
‖        25 |  10735 |               3932 |   2.376e-02 |           38.1077 ‖
‖        26 |  11661 |               3999 |   2.366e-02 |           38.0057 ‖
‖        27 |  12595 |               4083 |   2.352e-02 |           37.4943 ‖
‖        28 |  13478 |               4222 |   2.339e-02 |           36.5034 ‖
‖        29 |  13973 |               4692 |   2.328e-02 |           35.2381 ‖
‖        30 |  14959 |               4724 |   2.318e-02 |           35.1721 ‖
‖        31 |  15493 |               5169 |   2.308e-02 |           34.0835 ‖
‖        32 |  16235 |               5450 |   2.297e-02 |           33.2621 ‖
‖        33 |  17131 |               5572 |   2.286e-02 |           32.9797 ‖
‖        34 |  18097 |               5630 |   2.276e-02 |           32.8328 ‖
‖        35 |  19082 |               5661 |   2.266e-02 |           32.8110 ‖
‖        36 |  19685 |               6032 |   2.251e-02 |           32.4785 ‖
‖        37 |  20676 |               6055 |   2.236e-02 |           32.4718 ‖
‖        38 |  21406 |               6346 |   2.218e-02 |           32.2068 ‖
‖        39 |  22345 |               6418 |   2.202e-02 |           32.1463 ‖
‖        40 |  23347 |               6439 |   2.187e-02 |           32.1307 ‖
‖        41 |  24366 |               6444 |   2.172e-02 |           32.1264 ‖
‖        42 |  25384 |               6450 |   2.159e-02 |           32.1263 ‖
‖        43 |  26310 |               6527 |   2.145e-02 |           32.0343 ‖
‖        44 |  27069 |               6775 |   2.129e-02 |           31.6064 ‖
‖        45 |  27967 |               6894 |   2.117e-02 |           31.4733 ‖
‖        46 |  28961 |               6923 |   2.103e-02 |           31.4506 ‖
‖        47 |  29983 |               6924 |   2.091e-02 |           31.4488 ‖
‖        48 |  30952 |               6959 |   2.078e-02 |           31.4223 ‖
‖        49 |  31833 |               7099 |   2.064e-02 |           31.0108 ‖
‖        50 |  32836 |               7120 |   2.053e-02 |           30.9769 ‖
‖        51 |  33812 |               7149 |   2.041e-02 |           30.9580 ‖
‖        52 |  34767 |               7215 |   2.028e-02 |           30.7825 ‖
‖        53 |  35656 |               7350 |   2.015e-02 |           30.3608 ‖
‖        54 |  36347 |               7628 |   2.002e-02 |           29.9925 ‖
‖        55 |  37126 |               7869 |   1.988e-02 |           29.5722 ‖
‖        56 |  37992 |               8023 |   1.976e-02 |           29.3236 ‖
‖        57 |  38893 |               8146 |   1.964e-02 |           29.1527 ‖
‖        58 |  39900 |               8163 |   1.953e-02 |           29.1280 ‖
‖        59 |  40528 |               8505 |   1.941e-02 |           28.7266 ‖
‖        60 |  41427 |               8626 |   1.929e-02 |           28.5576 ‖
‖        61 |  42071 |               8953 |   1.916e-02 |           28.2186 ‖
‖        62 |  42644 |               9402 |   1.903e-02 |           27.4934 ‖
‖        63 |  43555 |               9508 |   1.891e-02 |           27.4009 ‖
‖        64 |  44301 |               9769 |   1.881e-02 |           27.0959 ‖
‖        65 |  45120 |               9966 |   1.871e-02 |           26.7936 ‖
‖        66 |  45899 |              10194 |   1.861e-02 |           26.6254 ‖
‖        67 |  46697 |              10403 |   1.854e-02 |           26.4516 ‖
‖        68 |  47506 |              10604 |   1.847e-02 |           26.2902 ‖
‖        69 |  48151 |              10957 |   1.842e-02 |           26.2300 ‖
‖        70 |  48774 |              11333 |   1.841e-02 |           26.1662 ‖
‖        71 |  49379 |              11725 |   1.841e-02 |           26.1376 ‖
‖        72 |  49733 |              12339 |   1.841e-02 |           26.0594 ‖
‖        73 |  50092 |              12951 |   1.843e-02 |           26.0241 ‖
‖        74 |  50488 |              13520 |   1.847e-02 |           26.0168 ‖
‖        75 |  51071 |              13903 |   1.852e-02 |           26.0019 ‖
‖        76 |  51851 |              14113 |   1.854e-02 |           26.0000 ‖
‖        77 |  52618 |              14337 |   1.854e-02 |           25.9563 ‖
‖        78 |  53137 |              14797 |   1.852e-02 |           25.8077 ‖
‖        79 |  54049 |              14892 |   1.849e-02 |           25.7829 ‖
‖        80 |  54937 |              15020 |   1.848e-02 |           25.7206 ‖
‖        81 |  55912 |              15059 |   1.845e-02 |           25.6989 ‖
‖        82 |  56910 |              15085 |   1.840e-02 |           25.6977 ‖
‖        83 |  57865 |              15151 |   1.838e-02 |           25.6641 ‖
‖        84 |  58859 |              15177 |   1.835e-02 |           25.6621 ‖
‖        85 |  59802 |              15255 |   1.829e-02 |           25.6291 ‖
‖        86 |  60807 |              15271 |   1.828e-02 |           25.6226 ‖
‖        87 |  61799 |              15301 |   1.824e-02 |           25.6168 ‖
‖        88 |  62793 |              15328 |   1.819e-02 |           25.6105 ‖
‖        89 |  63799 |              15345 |   1.818e-02 |           25.6089 ‖
‖        90 |  64778 |              15389 |   1.814e-02 |           25.6088 ‖
‖        91 |  65679 |              15506 |   1.808e-02 |           25.5848 ‖
‖        92 |  66582 |              15613 |   1.806e-02 |           25.5609 ‖
‖        93 |  67530 |              15681 |   1.801e-02 |           25.5608 ‖
‖        94 |  68331 |              15878 |   1.795e-02 |           25.4513 ‖
‖        95 |  69019 |              16176 |   1.792e-02 |           25.3059 ‖
‖        96 |  69851 |              16351 |   1.786e-02 |           25.2789 ‖
‖        97 |  70385 |              16808 |   1.784e-02 |           25.0073 ‖
‖        98 |  71051 |              17139 |   1.782e-02 |           24.9702 ‖
‖        99 |  71767 |              17430 |   1.778e-02 |           24.9698 ‖
‖       100 |  72406 |              17778 |   1.779e-02 |           24.9551 ‖
‖       101 |  73041 |              18132 |   1.777e-02 |           24.9477 ‖
‖       102 |  73568 |              18592 |   1.776e-02 |           24.9250 ‖
‖       103 |  74051 |              19089 |   1.779e-02 |           24.9150 ‖
‖       104 |  74502 |              19598 |   1.780e-02 |           24.9148 ‖
‖       105 |  74989 |              20077 |   1.779e-02 |           24.9063 ‖
‖       106 |  75656 |              20400 |   1.780e-02 |           24.9063 ‖
‖       107 |  76454 |              20597 |   1.777e-02 |           24.9063 ‖
‖       108 |  77247 |              20789 |   1.773e-02 |           24.8538 ‖
‖       109 |  78085 |              20961 |   1.771e-02 |           24.7105 ‖
‖       110 |  79025 |              21039 |   1.764e-02 |           24.6145 ‖
‖       111 |  79854 |              21222 |   1.760e-02 |           24.4704 ‖
‖       112 |  80815 |              21283 |   1.758e-02 |           24.4201 ‖
‖       113 |  81817 |              21303 |   1.750e-02 |           24.4201 ‖
‖       114 |  82811 |              21332 |   1.748e-02 |           24.4199 ‖
‖       115 |  83773 |              21387 |   1.746e-02 |           24.4199 ‖
‖       116 |  84707 |              21473 |   1.738e-02 |           24.4199 ‖
‖       117 |  85509 |              21671 |   1.736e-02 |           24.3598 ‖
‖       118 |  86279 |              21897 |   1.735e-02 |           24.3597 ‖
‖       119 |  86966 |              22196 |   1.730e-02 |           24.3594 ‖
‖       120 |  87531 |              22617 |   1.731e-02 |           24.3323 ‖
‖       121 |  87981 |              23151 |   1.731e-02 |           24.3095 ‖
‖       122 |  88397 |              23697 |   1.729e-02 |           24.2870 ‖
‖       123 |  88988 |              24071 |   1.730e-02 |           24.2378 ‖
‖       124 |  89806 |              24250 |   1.724e-02 |           24.2368 ‖
‖       125 |  90454 |              24584 |   1.722e-02 |           24.0513 ‖
‖       126 |  91404 |              24646 |   1.717e-02 |           24.0513 ‖
‖       127 |  92243 |              24810 |   1.712e-02 |           23.9989 ‖
‖       128 |  93074 |              24998 |   1.710e-02 |           23.8786 ‖
‖       129 |  93931 |              25159 |   1.704e-02 |           23.8635 ‖
‖       130 |  94413 |              25665 |   1.700e-02 |           23.6591 ‖
‖       131 |  95006 |              26075 |   1.699e-02 |           23.5175 ‖
‖       132 |  95678 |              26406 |   1.694e-02 |           23.5163 ‖
‖       133 |  96254 |              26828 |   1.695e-02 |           23.5155 ‖
‖       134 |  96688 |              27363 |   1.697e-02 |           23.5095 ‖
‖       135 |  97063 |              27932 |   1.695e-02 |           23.5035 ‖
‖       136 |  97580 |              28387 |   1.694e-02 |           23.4172 ‖
‖       137 |  98392 |              28576 |   1.689e-02 |           23.4126 ‖
‖       138 |  99081 |              28874 |   1.687e-02 |           23.3161 ‖
‖       139 |  99928 |              29040 |   1.684e-02 |           23.2896 ‖
‖       140 | 100611 |              29351 |   1.679e-02 |           23.2626 ‖
‖       141 | 101036 |              29890 |   1.678e-02 |           23.1500 ‖
‖       142 | 101551 |              30368 |   1.675e-02 |           23.1500 ‖
‖       143 | 101704 |              31138 |   1.674e-02 |           22.9337 ‖
‖       144 | 102191 |              31634 |   1.671e-02 |           22.9016 ‖
‖       145 | 102569 |              32219 |   1.670e-02 |           22.8181 ‖
‖       146 | 103252 |              32540 |   1.668e-02 |           22.8134 ‖
‖       147 | 103802 |              32982 |   1.665e-02 |           22.8134 ‖
‖       148 | 103974 |              33756 |   1.664e-02 |           22.5816 ‖
‖       149 | 104389 |              34312 |   1.664e-02 |           22.5687 ‖
‖       150 | 104456 |              35190 |   1.662e-02 |           22.3845 ‖
‖       151 | 104808 |              35803 |   1.663e-02 |           22.2893 ‖
‖       152 | 105043 |              36519 |   1.662e-02 |           22.2848 ‖
‖       153 | 105109 |              37381 |   1.662e-02 |           22.0956 ‖
‖       154 | 105440 |              38020 |   1.663e-02 |           22.0956 ‖
‖       155 | 105430 |              38954 |   1.663e-02 |           21.9728 ‖
‖       156 | 105699 |              39628 |   1.666e-02 |           21.9330 ‖
‖       157 | 105869 |              40405 |   1.668e-02 |           21.8981 ‖
‖       158 | 105791 |              41419 |   1.669e-02 |           21.6574 ‖
‖       159 | 106054 |              42056 |   1.672e-02 |           21.5708 ‖
‖       160 | 106196 |              42865 |   1.673e-02 |           21.5412 ‖
‖       161 | 106221 |              43749 |   1.676e-02 |           21.4886 ‖
‖       162 | 106524 |              44410 |   1.678e-02 |           21.4802 ‖
‖       163 | 106797 |              45094 |   1.680e-02 |           21.3234 ‖
‖       164 | 107468 |              45398 |   1.682e-02 |           21.2852 ‖
‖       165 | 107987 |              45869 |   1.683e-02 |           21.1469 ‖
‖       166 | 108763 |              46072 |   1.685e-02 |           21.1225 ‖
‖       167 | 109419 |              46408 |   1.686e-02 |           21.1086 ‖
‖       168 | 110165 |              46654 |   1.686e-02 |           21.0846 ‖
‖       169 | 110985 |              46833 |   1.687e-02 |           21.0710 ‖
‖       170 | 111898 |              46938 |   1.686e-02 |           21.0587 ‖
‖       171 | 112746 |              47099 |   1.686e-02 |           21.0470 ‖
‖       172 | 113669 |              47190 |   1.685e-02 |           21.0219 ‖
‖       173 | 114612 |              47269 |   1.686e-02 |           20.9963 ‖
‖       174 | 115566 |              47332 |   1.685e-02 |           20.9922 ‖
‖       175 | 116534 |              47379 |   1.685e-02 |           20.9858 ‖
‖       176 | 117506 |              47429 |   1.684e-02 |           20.9843 ‖
‖       177 | 118440 |              47508 |   1.684e-02 |           20.9786 ‖
‖       178 | 119342 |              47619 |   1.683e-02 |           20.9620 ‖
‖       179 | 120169 |              47793 |   1.682e-02 |           20.9405 ‖
‖       180 | 120782 |              48168 |   1.681e-02 |           20.8904 ‖
‖       181 | 121715 |              48248 |   1.680e-02 |           20.8712 ‖
‖       182 | 122681 |              48298 |   1.678e-02 |           20.8671 ‖
‖       183 | 123639 |              48357 |   1.676e-02 |           20.8671 ‖
‖       184 | 124348 |              48653 |   1.675e-02 |           20.8281 ‖
‖       185 | 124941 |              49065 |   1.675e-02 |           20.8066 ‖
‖       186 | 125517 |              49465 |   1.675e-02 |           20.7973 ‖
‖       187 | 125906 |              50053 |   1.675e-02 |           20.6924 ‖
‖       188 | 126404 |              50511 |   1.676e-02 |           20.6623 ‖
‖       189 | 127013 |              50880 |   1.674e-02 |           20.6623 ‖
‖       190 | 127508 |              51381 |   1.675e-02 |           20.6512 ‖
‖       191 | 128061 |              51829 |   1.673e-02 |           20.6512 ‖
‖       192 | 128494 |              52389 |   1.672e-02 |           20.6512 ‖
‖       193 | 128867 |              52972 |   1.673e-02 |           20.5993 ‖
‖       194 | 129399 |              53418 |   1.674e-02 |           20.5398 ‖
‖       195 | 130147 |              53649 |   1.672e-02 |           20.5390 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.001 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_154.vnnlib: unknown
--- Verification time: 20.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (532/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6228.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6228.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6228.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.239e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.939e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.788e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.564e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.404e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.071 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6228.vnnlib: sat
--- Verification time: 0.0813 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (533/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1600.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1600.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1600.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.245e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1600.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (534/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_409.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_409.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_409.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.444e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.378e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.345e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.231e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.150e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.079e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.969e-02 |           99.3991 ‖
‖         8 |    126 |                  2 |   3.951e-02 |           97.6628 ‖
‖         9 |    242 |                 12 |   3.879e-02 |           93.3688 ‖
‖        10 |    456 |                 38 |   3.806e-02 |           87.6486 ‖
‖        11 |    822 |                124 |   3.708e-02 |           78.2039 ‖
‖        12 |   1399 |                353 |   3.591e-02 |           65.6415 ‖
‖        13 |   1939 |                803 |   3.517e-02 |           53.5185 ‖
‖        14 |   2682 |               1045 |   3.491e-02 |           50.7482 ‖
‖        15 |   3349 |               1364 |   3.442e-02 |           46.2473 ‖
‖        16 |   4214 |               1486 |   3.428e-02 |           45.4308 ‖
‖        17 |   5141 |               1576 |   3.399e-02 |           43.9644 ‖
‖        18 |   6141 |               1588 |   3.377e-02 |           43.9638 ‖
‖        19 |   6678 |               2055 |   3.343e-02 |           41.0573 ‖
‖        20 |   7547 |               2165 |   3.322e-02 |           40.6197 ‖
‖        21 |   8405 |               2320 |   3.297e-02 |           39.5943 ‖
‖        22 |   9427 |               2321 |   3.280e-02 |           39.5677 ‖
‖        23 |  10445 |               2324 |   3.262e-02 |           39.5677 ‖
‖        24 |  11173 |               2614 |   3.233e-02 |           37.1305 ‖
‖        25 |  11967 |               2841 |   3.205e-02 |           35.2739 ‖
‖        26 |  12953 |               2860 |   3.184e-02 |           35.2723 ‖
‖        27 |  13956 |               2881 |   3.164e-02 |           34.9460 ‖
‖        28 |  14977 |               2884 |   3.147e-02 |           34.9460 ‖
‖        29 |  15912 |               2968 |   3.127e-02 |           34.9459 ‖
‖        30 |  16170 |               3671 |   3.117e-02 |           34.0890 ‖
‖        31 |  16647 |               4138 |   3.113e-02 |           34.0892 ‖
‖        32 |  17039 |               4697 |   3.115e-02 |           33.5902 ‖
‖        33 |  17856 |               4864 |   3.109e-02 |           33.5902 ‖
‖        34 |  18534 |               5178 |   3.097e-02 |           33.2657 ‖
‖        35 |  19151 |               5533 |   3.095e-02 |           33.1283 ‖
‖        36 |  19756 |               5911 |   3.091e-02 |           33.1283 ‖
‖        37 |  20163 |               6455 |   3.093e-02 |           32.6940 ‖
‖        38 |  20756 |               6828 |   3.097e-02 |           32.5996 ‖
‖        39 |  21343 |               7218 |   3.094e-02 |           32.5986 ‖
‖        40 |  21989 |               7558 |   3.094e-02 |           32.5981 ‖
‖        41 |  22807 |               7739 |   3.091e-02 |           32.5980 ‖
‖        42 |  23675 |               7880 |   3.082e-02 |           32.5979 ‖
‖        43 |  24081 |               8474 |   3.071e-02 |           31.3608 ‖
‖        44 |  24597 |               8881 |   3.065e-02 |           31.0095 ‖
‖        45 |  25296 |               9180 |   3.054e-02 |           30.7280 ‖
‖        46 |  25663 |               9820 |   3.046e-02 |           29.1817 ‖
‖        47 |  26335 |              10107 |   3.036e-02 |           28.9480 ‖
‖        48 |  27154 |              10296 |   3.027e-02 |           28.9479 ‖
‖        49 |  27868 |              10579 |   3.024e-02 |           28.9478 ‖
‖        50 |  28469 |              10944 |   3.017e-02 |           28.9476 ‖
‖        51 |  28927 |              11471 |   3.010e-02 |           28.0540 ‖
‖        52 |  29522 |              11868 |   3.007e-02 |           27.7076 ‖
‖        53 |  30069 |              12303 |   2.999e-02 |           27.7032 ‖
‖        54 |  30719 |              12624 |   2.997e-02 |           27.6537 ‖
‖        55 |  31597 |              12743 |   2.994e-02 |           27.6524 ‖
‖        56 |  32381 |              12963 |   2.983e-02 |           27.6523 ‖
‖        57 |  33038 |              13287 |   2.977e-02 |           27.6524 ‖
‖        58 |  33753 |              13545 |   2.974e-02 |           27.6526 ‖
‖        59 |  34190 |              14085 |   2.968e-02 |           27.6528 ‖
‖        60 |  34452 |              14721 |   2.968e-02 |           27.3234 ‖
‖        61 |  34850 |              15270 |   2.968e-02 |           27.3234 ‖
‖        62 |  35181 |              15877 |   2.970e-02 |           27.3235 ‖
‖        63 |  35459 |              16544 |   2.971e-02 |           26.9090 ‖
‖        64 |  35965 |              17009 |   2.974e-02 |           26.6236 ‖
‖        65 |  36732 |              17219 |   2.977e-02 |           26.6203 ‖
‖        66 |  37600 |              17349 |   2.978e-02 |           26.6198 ‖
‖        67 |  38278 |              17681 |   2.974e-02 |           26.4922 ‖
‖        68 |  38887 |              18039 |   2.971e-02 |           26.4186 ‖
‖        69 |  39237 |              18673 |   2.970e-02 |           26.4179 ‖
‖        70 |  39556 |              19309 |   2.971e-02 |           26.2241 ‖
‖        71 |  40273 |              19563 |   2.974e-02 |           26.2238 ‖
‖        72 |  41017 |              19812 |   2.974e-02 |           26.2236 ‖
‖        73 |  41880 |              19949 |   2.971e-02 |           26.2232 ‖
‖        74 |  42473 |              20358 |   2.968e-02 |           26.0083 ‖
‖        75 |  42819 |              20987 |   2.966e-02 |           25.7423 ‖
‖        76 |  43130 |              21643 |   2.966e-02 |           25.4366 ‖
‖        77 |  43665 |              22087 |   2.967e-02 |           25.1549 ‖
‖        78 |  44442 |              22312 |   2.966e-02 |           25.0392 ‖
‖        79 |  45287 |              22462 |   2.964e-02 |           25.0380 ‖
‖        80 |  46068 |              22686 |   2.960e-02 |           25.0044 ‖
‖        81 |  46684 |              23051 |   2.960e-02 |           25.0008 ‖
‖        82 |  47211 |              23501 |   2.957e-02 |           24.9998 ‖
‖        83 |  47952 |              23757 |   2.957e-02 |           24.9983 ‖
‖        84 |  48622 |              24080 |   2.956e-02 |           24.9980 ‖
‖        85 |  49186 |              24487 |   2.954e-02 |           24.9976 ‖
‖        86 |  49722 |              24932 |   2.952e-02 |           24.9972 ‖
‖        87 |  50270 |              25348 |   2.949e-02 |           24.9968 ‖
‖        88 |  50522 |              26044 |   2.945e-02 |           24.6390 ‖
‖        89 |  51156 |              26396 |   2.941e-02 |           24.6387 ‖
‖        90 |  51670 |              26850 |   2.941e-02 |           24.4633 ‖
‖        91 |  52093 |              27397 |   2.938e-02 |           24.4629 ‖
‖        92 |  52367 |              28058 |   2.935e-02 |           24.2970 ‖
‖        93 |  52766 |              28609 |   2.933e-02 |           24.2965 ‖
‖        94 |  53082 |              29273 |   2.928e-02 |           23.7451 ‖
‖        95 |  53306 |              29961 |   2.925e-02 |           23.4581 ‖
‖        96 |  53477 |              30725 |   2.924e-02 |           23.1944 ‖
‖        97 |  53759 |              31383 |   2.921e-02 |           23.1942 ‖
‖        98 |  54158 |              31937 |   2.920e-02 |           23.1924 ‖
‖        99 |  54553 |              32506 |   2.920e-02 |           23.1922 ‖
‖       100 |  54824 |              33186 |   2.917e-02 |           23.1920 ‖
‖       101 |  55306 |              33639 |   2.918e-02 |           23.1919 ‖
‖       102 |  55781 |              34134 |   2.919e-02 |           23.1918 ‖
‖       103 |  56204 |              34688 |   2.918e-02 |           23.1917 ‖
‖       104 |  56563 |              35287 |   2.916e-02 |           23.1916 ‖
‖       105 |  56792 |              35999 |   2.913e-02 |           22.8402 ‖
‖       106 |  57023 |              36689 |   2.911e-02 |           22.5454 ‖
‖       107 |  57346 |              37327 |   2.909e-02 |           22.2302 ‖
‖       108 |  57765 |              37885 |   2.907e-02 |           21.8696 ‖
‖       109 |  58042 |              38564 |   2.906e-02 |           21.7922 ‖
‖       110 |  58234 |              39327 |   2.904e-02 |           21.7921 ‖
‖       111 |  58322 |              40119 |   2.904e-02 |           21.7076 ‖
‖       112 |  58641 |              40754 |   2.905e-02 |           21.5294 ‖
‖       113 |  58821 |              41514 |   2.903e-02 |           21.5226 ‖
‖       114 |  59141 |              42102 |   2.906e-02 |           21.4118 ‖
‖       115 |  59598 |              42588 |   2.908e-02 |           21.3889 ‖
‖       116 |  59899 |              43237 |   2.909e-02 |           21.3794 ‖
‖       117 |  59895 |              44182 |   2.908e-02 |           21.3793 ‖
‖       118 |  59906 |              45033 |   2.908e-02 |           21.3792 ‖
‖       119 |  60237 |              45615 |   2.909e-02 |           21.3786 ‖
‖       120 |  60402 |              46382 |   2.910e-02 |           21.3787 ‖
‖       121 |  60504 |              47189 |   2.911e-02 |           21.3787 ‖
‖       122 |  60880 |              47728 |   2.913e-02 |           21.3788 ‖
‖       123 |  61138 |              48416 |   2.914e-02 |           21.3788 ‖
‖       124 |  61457 |              49020 |   2.916e-02 |           21.3788 ‖
‖       125 |  61508 |              49883 |   2.916e-02 |           21.2828 ‖
‖       126 |  61651 |              50649 |   2.920e-02 |           21.2203 ‖
‖       127 |  62251 |              51013 |   2.923e-02 |           21.1957 ‖
‖       128 |  62746 |              51476 |   2.924e-02 |           21.1904 ‖
‖       129 |  63271 |              51898 |   2.925e-02 |           21.1895 ‖
‖       130 |  63697 |              52406 |   2.926e-02 |           21.0554 ‖
‖       131 |  64285 |              52771 |   2.926e-02 |           20.9706 ‖
‖       132 |  64747 |              53299 |   2.925e-02 |           20.6907 ‖
‖       133 |  65226 |              53790 |   2.924e-02 |           20.5442 ‖
‖       134 |  65767 |              54257 |   2.922e-02 |           20.4593 ‖
‖       135 |  66294 |              54713 |   2.922e-02 |           20.4432 ‖
‖       136 |  66619 |              55343 |   2.921e-02 |           20.4314 ‖
‖       137 |  67077 |              55859 |   2.922e-02 |           20.4292 ‖
‖       138 |  67541 |              56358 |   2.922e-02 |           20.4272 ‖
‖       139 |  67716 |              57121 |   2.921e-02 |           20.3796 ‖
‖       140 |  68164 |              57654 |   2.920e-02 |           20.3782 ‖
‖       141 |  68350 |              58424 |   2.918e-02 |           20.2931 ‖
‖       142 |  68873 |              58869 |   2.918e-02 |           20.2924 ‖
‖       143 |  69395 |              59329 |   2.917e-02 |           20.2914 ‖
‖       144 |  69739 |              59958 |   2.916e-02 |           20.2904 ‖
‖       145 |  69990 |              60656 |   2.916e-02 |           20.1137 ‖
‖       146 |  70624 |              61006 |   2.916e-02 |           19.9753 ‖
‖       147 |  71414 |              61213 |   2.915e-02 |           19.9580 ‖
‖       148 |  72180 |              61452 |   2.914e-02 |           19.9564 ‖
‖       149 |  72658 |              61957 |   2.914e-02 |           19.9546 ‖
‖       150 |  73070 |              62494 |   2.914e-02 |           19.9540 ‖
‖       151 |  73365 |              63154 |   2.913e-02 |           19.9527 ‖
‖       152 |  73781 |              63690 |   2.913e-02 |           19.9516 ‖
‖       153 |  74220 |              64211 |   2.912e-02 |           19.9506 ‖
‖       154 |  74519 |              64892 |   2.911e-02 |           19.8398 ‖
‖       155 |  74824 |              65546 |   2.910e-02 |           19.7258 ‖
‖       156 |  75314 |              66042 |   2.908e-02 |           19.7108 ‖
‖       157 |  75605 |              66716 |   2.907e-02 |           19.5380 ‖
‖       158 |  76124 |              67165 |   2.906e-02 |           19.3845 ‖
‖       159 |  76499 |              67763 |   2.904e-02 |           19.2493 ‖
‖       160 |  76732 |              68492 |   2.904e-02 |           19.0409 ‖
‖       161 |  77047 |              69127 |   2.904e-02 |           18.8639 ‖
‖       162 |  77456 |              69696 |   2.903e-02 |           18.6427 ‖
‖       163 |  77822 |              70316 |   2.902e-02 |           18.5108 ‖
‖       164 |  77919 |              71135 |   2.901e-02 |           18.4578 ‖
‖       165 |  78160 |              71828 |   2.901e-02 |           18.4255 ‖
‖       166 |  78406 |              72511 |   2.900e-02 |           18.4248 ‖
‖       167 |  78811 |              73075 |   2.899e-02 |           18.2735 ‖
‖       168 |  78984 |              73871 |   2.897e-02 |           18.2709 ‖
‖       169 |  79329 |              74469 |   2.896e-02 |           18.2658 ‖
‖       170 |  80026 |              74774 |   2.896e-02 |           18.1783 ‖
‖       171 |  80394 |              75397 |   2.896e-02 |           18.1701 ‖
‖       172 |  80327 |              76365 |   2.896e-02 |           18.1641 ‖
‖       173 |  80564 |              77065 |   2.896e-02 |           18.1634 ‖
‖       174 |  81109 |              77497 |   2.895e-02 |           18.1306 ‖
‖       175 |  81712 |              77886 |   2.894e-02 |           18.1176 ‖
‖       176 |  81934 |              78607 |   2.894e-02 |           18.1134 ‖
‖       177 |  82244 |              79242 |   2.895e-02 |           18.1115 ‖
‖       178 |  82587 |              79853 |   2.896e-02 |           18.1090 ‖
‖       179 |  83130 |              80263 |   2.897e-02 |           18.1064 ‖
‖       180 |  83422 |              80919 |   2.896e-02 |           18.1039 ‖
‖       181 |  83782 |              81507 |   2.896e-02 |           18.1027 ‖
‖       182 |  83870 |              82353 |   2.896e-02 |           18.1017 ‖
‖       183 |  83974 |              83153 |   2.896e-02 |           18.1007 ‖
‖       184 |  84230 |              83844 |   2.895e-02 |           18.0998 ‖
‖       185 |  84381 |              84628 |   2.894e-02 |           18.0384 ‖
‖       186 |  84415 |              85502 |   2.893e-02 |           18.0377 ‖
‖       187 |  84529 |              86313 |   2.892e-02 |           18.0371 ‖
‖       188 |  84698 |              87065 |   2.891e-02 |           17.9918 ‖
‖       189 |  85256 |              87476 |   2.891e-02 |           17.9835 ‖
‖       190 |  85545 |              88145 |   2.891e-02 |           17.9830 ‖
‖       191 |  85795 |              88845 |   2.890e-02 |           17.9826 ‖
‖       192 |  85865 |              89665 |   2.890e-02 |           17.9364 ‖
‖       193 |  86095 |              90372 |   2.889e-02 |           17.9360 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.033 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_409.vnnlib: unknown
--- Verification time: 20.0461 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (535/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2395.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2395.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2395.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.563e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   4.166e-02 |            1.7252 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2395.vnnlib: unsat
--- Verification time: 0.0539 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (536/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1896.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1896.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1896.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.672e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.541e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.441e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.343e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.278e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.186e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.080e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.961e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.881e-02 |           99.8051 ‖
‖        10 |    510 |                  2 |   3.801e-02 |           99.1062 ‖
‖        11 |    999 |                 21 |   3.732e-02 |           97.1033 ‖
‖        12 |   1942 |                 76 |   3.657e-02 |           93.7931 ‖
‖        13 |   2694 |                341 |   3.577e-02 |           86.0509 ‖
‖        14 |   3688 |                357 |   3.547e-02 |           85.9141 ‖
‖        15 |   4556 |                505 |   3.517e-02 |           84.2679 ‖
‖        16 |   5162 |                912 |   3.467e-02 |           78.5730 ‖
‖        17 |   6045 |               1023 |   3.441e-02 |           77.3360 ‖
‖        18 |   6977 |               1109 |   3.410e-02 |           75.9784 ‖
‖        19 |   7949 |               1159 |   3.385e-02 |           75.2596 ‖
‖        20 |   8963 |               1167 |   3.359e-02 |           75.2298 ‖
‖        21 |   9874 |               1273 |   3.336e-02 |           74.5896 ‖
‖        22 |  10876 |               1290 |   3.316e-02 |           74.5409 ‖
‖        23 |  11834 |               1351 |   3.293e-02 |           74.1603 ‖
‖        24 |  12328 |               1860 |   3.264e-02 |           71.0149 ‖
‖        25 |  13258 |               1912 |   3.243e-02 |           70.9976 ‖
‖        26 |  14112 |               2074 |   3.222e-02 |           70.0390 ‖
‖        27 |  15109 |               2093 |   3.204e-02 |           70.0384 ‖
‖        28 |  16003 |               2221 |   3.182e-02 |           69.4351 ‖
‖        29 |  16583 |               2651 |   3.160e-02 |           67.1458 ‖
‖        30 |  17306 |               2921 |   3.148e-02 |           66.9697 ‖
‖        31 |  17817 |               3404 |   3.138e-02 |           66.2902 ‖
‖        32 |  18241 |               3976 |   3.136e-02 |           64.9611 ‖
‖        33 |  18870 |               4327 |   3.130e-02 |           64.4671 ‖
‖        34 |  19524 |               4664 |   3.124e-02 |           63.7797 ‖
‖        35 |  20332 |               4855 |   3.123e-02 |           63.7507 ‖
‖        36 |  21149 |               5039 |   3.116e-02 |           63.7499 ‖
‖        37 |  21876 |               5303 |   3.108e-02 |           63.3166 ‖
‖        38 |  22637 |               5540 |   3.107e-02 |           63.2154 ‖
‖        39 |  23383 |               5795 |   3.099e-02 |           63.2147 ‖
‖        40 |  24027 |               6132 |   3.096e-02 |           63.0821 ‖
‖        41 |  24569 |               6572 |   3.098e-02 |           63.0216 ‖
‖        42 |  25054 |               7041 |   3.094e-02 |           63.0108 ‖
‖        43 |  25616 |               7463 |   3.092e-02 |           62.8792 ‖
‖        44 |  26327 |               7744 |   3.091e-02 |           62.8787 ‖
‖        45 |  27063 |               8004 |   3.081e-02 |           62.8782 ‖
‖        46 |  27269 |               8770 |   3.073e-02 |           61.1789 ‖
‖        47 |  28015 |               9000 |   3.061e-02 |           61.1697 ‖
‖        48 |  28818 |               9186 |   3.056e-02 |           61.1673 ‖
‖        49 |  29600 |               9406 |   3.050e-02 |           61.1674 ‖
‖        50 |  30202 |               9818 |   3.039e-02 |           60.9469 ‖
‖        51 |  30698 |              10289 |   3.040e-02 |           60.6571 ‖
‖        52 |  31249 |              10702 |   3.036e-02 |           60.6551 ‖
‖        53 |  31833 |              11102 |   3.031e-02 |           60.6297 ‖
‖        54 |  32463 |              11450 |   3.032e-02 |           60.6222 ‖
‖        55 |  33017 |              11890 |   3.027e-02 |           60.6211 ‖
‖        56 |  33289 |              12585 |   3.021e-02 |           60.1961 ‖
‖        57 |  33858 |              13007 |   3.018e-02 |           60.1947 ‖
‖        58 |  34259 |              13583 |   3.015e-02 |           60.1945 ‖
‖        59 |  34283 |              14533 |   3.010e-02 |           58.9498 ‖
‖        60 |  34270 |              15448 |   3.008e-02 |           58.1339 ‖
‖        61 |  34499 |              16159 |   3.008e-02 |           57.9200 ‖
‖        62 |  34957 |              16658 |   3.009e-02 |           57.9171 ‖
‖        63 |  35173 |              17397 |   3.006e-02 |           57.5859 ‖
‖        64 |  35441 |              18083 |   3.004e-02 |           57.0893 ‖
‖        65 |  35851 |              18643 |   3.003e-02 |           56.8191 ‖
‖        66 |  36176 |              19302 |   3.002e-02 |           55.8745 ‖
‖        67 |  36385 |              20032 |   3.002e-02 |           55.1118 ‖
‖        68 |  36754 |              20617 |   3.002e-02 |           54.6510 ‖
‖        69 |  37220 |              21109 |   3.001e-02 |           54.5511 ‖
‖        70 |  37562 |              21724 |   3.000e-02 |           53.8451 ‖
‖        71 |  38086 |              22173 |   2.997e-02 |           53.8425 ‖
‖        72 |  38593 |              22631 |   2.998e-02 |           53.7118 ‖
‖        73 |  39028 |              23168 |   2.999e-02 |           53.6734 ‖
‖        74 |  39408 |              23731 |   3.000e-02 |           53.6543 ‖
‖        75 |  40009 |              24109 |   3.002e-02 |           53.6525 ‖
‖        76 |  40609 |              24490 |   2.999e-02 |           53.6479 ‖
‖        77 |  40991 |              25066 |   2.996e-02 |           52.7553 ‖
‖        78 |  41593 |              25428 |   2.992e-02 |           52.6796 ‖
‖        79 |  42092 |              25900 |   2.989e-02 |           52.4490 ‖
‖        80 |  42622 |              26346 |   2.989e-02 |           51.9403 ‖
‖        81 |  43147 |              26797 |   2.988e-02 |           51.8341 ‖
‖        82 |  43501 |              27402 |   2.987e-02 |           51.8330 ‖
‖        83 |  43954 |              27910 |   2.986e-02 |           51.8311 ‖
‖        84 |  44426 |              28427 |   2.984e-02 |           51.6913 ‖
‖        85 |  44942 |              28883 |   2.985e-02 |           51.3395 ‖
‖        86 |  45371 |              29426 |   2.983e-02 |           51.3372 ‖
‖        87 |  45791 |              29975 |   2.985e-02 |           50.8915 ‖
‖        88 |  46291 |              30437 |   2.987e-02 |           50.7415 ‖
‖        89 |  46816 |              30896 |   2.985e-02 |           50.7036 ‖
‖        90 |  47226 |              31445 |   2.982e-02 |           50.6632 ‖
‖        91 |  47686 |              31935 |   2.982e-02 |           50.6355 ‖
‖        92 |  48085 |              32489 |   2.981e-02 |           50.6321 ‖
‖        93 |  48517 |              33015 |   2.983e-02 |           50.6210 ‖
‖        94 |  49055 |              33456 |   2.983e-02 |           50.6207 ‖
‖        95 |  49512 |              33956 |   2.982e-02 |           50.6204 ‖
‖        96 |  49935 |              34504 |   2.979e-02 |           50.6194 ‖
‖        97 |  50266 |              35127 |   2.975e-02 |           50.4738 ‖
‖        98 |  50359 |              35930 |   2.973e-02 |           50.0381 ‖
‖        99 |  50848 |              36417 |   2.968e-02 |           50.0376 ‖
‖       100 |  51296 |              36939 |   2.964e-02 |           50.0367 ‖
‖       101 |  51675 |              37514 |   2.961e-02 |           50.0311 ‖
‖       102 |  52220 |              37941 |   2.961e-02 |           50.0146 ‖
‖       103 |  52709 |              38420 |   2.959e-02 |           50.0124 ‖
‖       104 |  53117 |              38972 |   2.957e-02 |           50.0090 ‖
‖       105 |  53590 |              39461 |   2.956e-02 |           50.0085 ‖
‖       106 |  53883 |              40098 |   2.955e-02 |           49.9375 ‖
‖       107 |  54219 |              40707 |   2.953e-02 |           49.9369 ‖
‖       108 |  54516 |              41367 |   2.950e-02 |           49.9323 ‖
‖       109 |  54817 |              42017 |   2.950e-02 |           49.4341 ‖
‖       110 |  55200 |              42579 |   2.950e-02 |           49.3049 ‖
‖       111 |  55558 |              43178 |   2.951e-02 |           49.2291 ‖
‖       112 |  55759 |              43914 |   2.950e-02 |           49.2275 ‖
‖       113 |  56130 |              44482 |   2.951e-02 |           49.1392 ‖
‖       114 |  56348 |              45200 |   2.949e-02 |           49.1382 ‖
‖       115 |  56733 |              45787 |   2.950e-02 |           49.0501 ‖
‖       116 |  57128 |              46366 |   2.952e-02 |           49.0159 ‖
‖       117 |  57453 |              46986 |   2.954e-02 |           49.0074 ‖
‖       118 |  57765 |              47633 |   2.953e-02 |           48.9995 ‖
‖       119 |  57909 |              48385 |   2.953e-02 |           48.8644 ‖
‖       120 |  58009 |              49209 |   2.952e-02 |           48.8613 ‖
‖       121 |  58385 |              49765 |   2.953e-02 |           48.8551 ‖
‖       122 |  58924 |              50202 |   2.952e-02 |           48.8505 ‖
‖       123 |  59380 |              50697 |   2.952e-02 |           48.8467 ‖
‖       124 |  59805 |              51222 |   2.951e-02 |           48.7578 ‖
‖       125 |  59810 |              52132 |   2.949e-02 |           48.1334 ‖
‖       126 |  59946 |              52917 |   2.948e-02 |           47.6206 ‖
‖       127 |  60562 |              53264 |   2.949e-02 |           47.4946 ‖
‖       128 |  61076 |              53717 |   2.949e-02 |           47.4722 ‖
‖       129 |  61666 |              54098 |   2.949e-02 |           47.4678 ‖
‖       130 |  62012 |              54700 |   2.947e-02 |           47.3212 ‖
‖       131 |  62185 |              55486 |   2.945e-02 |           47.0258 ‖
‖       132 |  62414 |              56175 |   2.945e-02 |           46.9614 ‖
‖       133 |  62604 |              56915 |   2.945e-02 |           46.7333 ‖
‖       134 |  63069 |              57419 |   2.944e-02 |           46.7276 ‖
‖       135 |  63290 |              58162 |   2.944e-02 |           46.0096 ‖
‖       136 |  63628 |              58773 |   2.943e-02 |           45.5296 ‖
‖       137 |  63920 |              59410 |   2.943e-02 |           45.0730 ‖
‖       138 |  64282 |              60013 |   2.941e-02 |           44.5407 ‖
‖       139 |  64667 |              60567 |   2.940e-02 |           44.3970 ‖
‖       140 |  65059 |              61133 |   2.939e-02 |           44.3877 ‖
‖       141 |  65330 |              61819 |   2.937e-02 |           44.2025 ‖
‖       142 |  65424 |              62628 |   2.937e-02 |           43.9100 ‖
‖       143 |  65810 |              63206 |   2.937e-02 |           43.9042 ‖
‖       144 |  66288 |              63688 |   2.935e-02 |           43.8992 ‖
‖       145 |  66651 |              64270 |   2.935e-02 |           43.7265 ‖
‖       146 |  67207 |              64691 |   2.935e-02 |           43.6296 ‖
‖       147 |  67662 |              65187 |   2.934e-02 |           43.5657 ‖
‖       148 |  68199 |              65618 |   2.934e-02 |           43.5001 ‖
‖       149 |  68650 |              66114 |   2.934e-02 |           43.4552 ‖
‖       150 |  68975 |              66743 |   2.934e-02 |           43.4349 ‖
‖       151 |  69382 |              67300 |   2.935e-02 |           43.3923 ‖
‖       152 |  69862 |              67782 |   2.936e-02 |           43.3862 ‖
‖       153 |  70242 |              68362 |   2.935e-02 |           43.3833 ‖
‖       154 |  70550 |              69025 |   2.934e-02 |           43.3796 ‖
‖       155 |  70644 |              69865 |   2.933e-02 |           42.7598 ‖
‖       156 |  70898 |              70530 |   2.932e-02 |           42.6840 ‖
‖       157 |  71272 |              71089 |   2.931e-02 |           42.5732 ‖
‖       158 |  71723 |              71619 |   2.928e-02 |           42.5697 ‖
‖       159 |  71895 |              72339 |   2.928e-02 |           42.2778 ‖
‖       160 |  72202 |              73007 |   2.926e-02 |           42.2761 ‖
‖       161 |  72437 |              73698 |   2.926e-02 |           41.8179 ‖
‖       162 |  72793 |              74315 |   2.925e-02 |           41.4297 ‖
‖       163 |  73108 |              74957 |   2.924e-02 |           41.1020 ‖
‖       164 |  73445 |              75582 |   2.924e-02 |           41.0874 ‖
‖       165 |  73809 |              76194 |   2.923e-02 |           41.0627 ‖
‖       166 |  74160 |              76773 |   2.923e-02 |           41.0612 ‖
‖       167 |  74467 |              77424 |   2.923e-02 |           41.0590 ‖
‖       168 |  74756 |              78081 |   2.922e-02 |           40.9105 ‖
‖       169 |  75039 |              78741 |   2.921e-02 |           40.6546 ‖
‖       170 |  75377 |              79366 |   2.920e-02 |           40.4858 ‖
‖       171 |  75861 |              79847 |   2.919e-02 |           40.1224 ‖
‖       172 |  76346 |              80325 |   2.919e-02 |           39.9351 ‖
‖       173 |  76729 |              80908 |   2.917e-02 |           39.9283 ‖
‖       174 |  76995 |              81597 |   2.917e-02 |           39.8018 ‖
‖       175 |  77292 |              82281 |   2.917e-02 |           39.3895 ‖
‖       176 |  77578 |              82940 |   2.917e-02 |           39.0408 ‖
‖       177 |  78001 |              83488 |   2.918e-02 |           38.8157 ‖
‖       178 |  78298 |              84131 |   2.919e-02 |           38.6864 ‖
‖       179 |  78710 |              84675 |   2.918e-02 |           38.6713 ‖
‖       180 |  78859 |              85444 |   2.917e-02 |           38.6576 ‖
‖       181 |  79004 |              86234 |   2.916e-02 |           38.6558 ‖
‖       182 |  79341 |              86834 |   2.916e-02 |           38.6026 ‖
‖       183 |  79823 |              87317 |   2.916e-02 |           38.5711 ‖
‖       184 |  80253 |              87859 |   2.915e-02 |           38.5472 ‖
‖       185 |  80477 |              88570 |   2.915e-02 |           38.5454 ‖
‖       186 |  80823 |              89176 |   2.915e-02 |           38.5031 ‖
‖       187 |  81257 |              89674 |   2.916e-02 |           38.4791 ‖
‖       188 |  81802 |              90101 |   2.916e-02 |           38.4598 ‖
‖       189 |  82340 |              90530 |   2.917e-02 |           38.4480 ‖
‖       190 |  82950 |              90899 |   2.917e-02 |           38.4374 ‖
‖       191 |  83397 |              91396 |   2.917e-02 |           38.4284 ‖
‖       192 |  83734 |              92012 |   2.916e-02 |           38.4238 ‖
‖       193 |  83873 |              92803 |   2.915e-02 |           38.3957 ‖
‖       194 |  84044 |              93563 |   2.913e-02 |           38.3949 ‖
‖       195 |  84101 |              94417 |   2.912e-02 |           38.2841 ‖
‖       196 |  84303 |              95176 |   2.911e-02 |           38.2835 ‖
‖       197 |  84609 |              95812 |   2.909e-02 |           38.2831 ‖
‖       198 |  84725 |              96639 |   2.908e-02 |           38.2826 ‖
‖       199 |  84835 |              97477 |   2.906e-02 |           38.2820 ‖
‖       200 |  84951 |              98284 |   2.906e-02 |           38.2563 ‖
‖       201 |  85113 |              99092 |   2.905e-02 |           38.2550 ‖
‖       202 |  85357 |              99800 |   2.904e-02 |           38.2127 ‖
‖       203 |  85643 |             100427 |   2.904e-02 |           38.1875 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1896.vnnlib: unknown
--- Verification time: 20.0984 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (537/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3312.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3312.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3312.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.457e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3312.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (538/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5792.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5792.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5792.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.481e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5792.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (539/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6299.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6299.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6299.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.271e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.083e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.989e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.835e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.687e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.547e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.444e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.325e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.204e-02 |          100.0000 ‖
‖        10 |    511 |                  1 |   5.090e-02 |           99.8048 ‖
‖        11 |   1018 |                  5 |   4.940e-02 |           99.0797 ‖
‖        12 |   2001 |                 38 |   4.790e-02 |           96.9546 ‖
‖        13 |   3005 |                 56 |   4.718e-02 |           96.4879 ‖
‖        14 |   3968 |                116 |   4.660e-02 |           94.6564 ‖
‖        15 |   4898 |                204 |   4.614e-02 |           92.4560 ‖
‖        16 |   5856 |                267 |   4.578e-02 |           91.8573 ‖
‖        17 |   6736 |                407 |   4.547e-02 |           91.5311 ‖
‖        18 |   7389 |                773 |   4.511e-02 |           90.0642 ‖
‖        19 |   8062 |               1107 |   4.480e-02 |           89.3577 ‖
‖        20 |   8620 |               1545 |   4.465e-02 |           87.9295 ‖
‖        21 |   9282 |               1873 |   4.451e-02 |           86.3687 ‖
‖        22 |   9979 |               2168 |   4.433e-02 |           85.6150 ‖
‖        23 |  10784 |               2363 |   4.412e-02 |           84.5183 ‖
‖        24 |  11622 |               2542 |   4.374e-02 |           82.8540 ‖
‖        25 |  12576 |               2606 |   4.340e-02 |           82.5352 ‖
‖        26 |  13562 |               2640 |   4.307e-02 |           82.4498 ‖
‖        27 |  14391 |               2829 |   4.270e-02 |           81.9181 ‖
‖        28 |  15378 |               2864 |   4.240e-02 |           81.8820 ‖
‖        29 |  16377 |               2883 |   4.211e-02 |           81.8716 ‖
‖        30 |  16931 |               3329 |   4.175e-02 |           80.9057 ‖
‖        31 |  17759 |               3496 |   4.146e-02 |           80.4495 ‖
‖        32 |  18648 |               3621 |   4.117e-02 |           79.8049 ‖
‖        33 |  19506 |               3783 |   4.088e-02 |           79.6222 ‖
‖        34 |  20305 |               3981 |   4.059e-02 |           79.2623 ‖
‖        35 |  21269 |               4034 |   4.033e-02 |           79.2075 ‖
‖        36 |  22148 |               4174 |   4.003e-02 |           78.8013 ‖
‖        37 |  22999 |               4325 |   3.974e-02 |           78.2549 ‖
‖        38 |  23884 |               4462 |   3.947e-02 |           77.8817 ‖
‖        39 |  24703 |               4661 |   3.921e-02 |           77.3871 ‖
‖        40 |  25590 |               4788 |   3.898e-02 |           77.2355 ‖
‖        41 |  26337 |               5040 |   3.876e-02 |           76.5574 ‖
‖        42 |  27047 |               5341 |   3.860e-02 |           75.9505 ‖
‖        43 |  27498 |               5859 |   3.856e-02 |           75.7671 ‖
‖        44 |  27901 |               6414 |   3.853e-02 |           75.1935 ‖
‖        45 |  28472 |               6817 |   3.845e-02 |           74.9913 ‖
‖        46 |  29024 |               7251 |   3.838e-02 |           74.6715 ‖
‖        47 |  29443 |               7810 |   3.839e-02 |           74.2875 ‖
‖        48 |  29875 |               8327 |   3.841e-02 |           74.1810 ‖
‖        49 |  30342 |               8829 |   3.842e-02 |           74.0584 ‖
‖        50 |  30878 |               9280 |   3.848e-02 |           73.9542 ‖
‖        51 |  31457 |               9666 |   3.847e-02 |           73.9275 ‖
‖        52 |  32007 |              10104 |   3.840e-02 |           73.8029 ‖
‖        53 |  32610 |              10470 |   3.841e-02 |           73.6845 ‖
‖        54 |  33404 |              10675 |   3.827e-02 |           73.5421 ‖
‖        55 |  34287 |              10800 |   3.823e-02 |           73.4805 ‖
‖        56 |  35215 |              10884 |   3.819e-02 |           73.4568 ‖
‖        57 |  36193 |              10925 |   3.798e-02 |           73.4528 ‖
‖        58 |  37150 |              10991 |   3.792e-02 |           73.4286 ‖
‖        59 |  38075 |              11085 |   3.787e-02 |           73.4171 ‖
‖        60 |  39008 |              11168 |   3.767e-02 |           73.4094 ‖
‖        61 |  39470 |              11681 |   3.757e-02 |           72.6522 ‖
‖        62 |  40300 |              11859 |   3.740e-02 |           72.6290 ‖
‖        63 |  41023 |              12135 |   3.734e-02 |           72.5318 ‖
‖        64 |  41753 |              12399 |   3.727e-02 |           72.2498 ‖
‖        65 |  42499 |              12656 |   3.715e-02 |           72.1066 ‖
‖        66 |  43135 |              13013 |   3.710e-02 |           71.6760 ‖
‖        67 |  43929 |              13230 |   3.699e-02 |           71.4626 ‖
‖        68 |  44768 |              13409 |   3.689e-02 |           71.3182 ‖
‖        69 |  45613 |              13577 |   3.683e-02 |           71.1963 ‖
‖        70 |  46447 |              13743 |   3.666e-02 |           71.1926 ‖
‖        71 |  47114 |              14083 |   3.660e-02 |           70.9812 ‖
‖        72 |  47830 |              14354 |   3.653e-02 |           70.9740 ‖
‖        73 |  48678 |              14512 |   3.641e-02 |           70.9699 ‖
‖        74 |  49562 |              14642 |   3.637e-02 |           70.9656 ‖
‖        75 |  50420 |              14795 |   3.627e-02 |           70.9609 ‖
‖        76 |  51145 |              15076 |   3.615e-02 |           70.7601 ‖
‖        77 |  51922 |              15307 |   3.612e-02 |           70.7332 ‖
‖        78 |  52660 |              15566 |   3.599e-02 |           70.7007 ‖
‖        79 |  53174 |              16038 |   3.590e-02 |           70.2791 ‖
‖        80 |  53787 |              16416 |   3.591e-02 |           70.2430 ‖
‖        81 |  54308 |              16880 |   3.580e-02 |           70.1789 ‖
‖        82 |  54941 |              17230 |   3.581e-02 |           70.1013 ‖
‖        83 |  55482 |              17677 |   3.576e-02 |           69.9934 ‖
‖        84 |  55988 |              18149 |   3.566e-02 |           69.7540 ‖
‖        85 |  56505 |              18634 |   3.563e-02 |           69.4260 ‖
‖        86 |  56990 |              19140 |   3.553e-02 |           69.3989 ‖
‖        87 |  57472 |              19659 |   3.550e-02 |           69.2381 ‖
‖        88 |  57986 |              20143 |   3.552e-02 |           69.1547 ‖
‖        89 |  58428 |              20655 |   3.543e-02 |           69.1323 ‖
‖        90 |  58865 |              21176 |   3.543e-02 |           68.6896 ‖
‖        91 |  59381 |              21643 |   3.537e-02 |           68.6411 ‖
‖        92 |  59894 |              22075 |   3.532e-02 |           68.4469 ‖
‖        93 |  60512 |              22441 |   3.532e-02 |           68.2293 ‖
‖        94 |  60929 |              23004 |   3.525e-02 |           68.1301 ‖
‖        95 |  61469 |              23427 |   3.524e-02 |           68.0001 ‖
‖        96 |  61832 |              24030 |   3.523e-02 |           67.8354 ‖
‖        97 |  62145 |              24661 |   3.524e-02 |           67.4929 ‖
‖        98 |  62381 |              25368 |   3.527e-02 |           67.3862 ‖
‖        99 |  62710 |              25973 |   3.531e-02 |           67.3422 ‖
‖       100 |  62965 |              26655 |   3.535e-02 |           67.1887 ‖
‖       101 |  63296 |              27264 |   3.538e-02 |           67.0751 ‖
‖       102 |  63722 |              27783 |   3.542e-02 |           66.8925 ‖
‖       103 |  64191 |              28297 |   3.545e-02 |           66.5790 ‖
‖       104 |  64705 |              28753 |   3.548e-02 |           66.3605 ‖
‖       105 |  65379 |              29065 |   3.550e-02 |           66.2773 ‖
‖       106 |  66046 |              29384 |   3.552e-02 |           66.1210 ‖
‖       107 |  66844 |              29564 |   3.551e-02 |           66.0930 ‖
‖       108 |  67652 |              29758 |   3.553e-02 |           65.9769 ‖
‖       109 |  68508 |              29910 |   3.556e-02 |           65.8845 ‖
‖       110 |  69356 |              30067 |   3.558e-02 |           65.8298 ‖
‖       111 |  70293 |              30141 |   3.555e-02 |           65.8191 ‖
‖       112 |  71168 |              30281 |   3.554e-02 |           65.7569 ‖
‖       113 |  72113 |              30339 |   3.551e-02 |           65.7420 ‖
‖       114 |  73032 |              30436 |   3.548e-02 |           65.6960 ‖
‖       115 |  73888 |              30592 |   3.549e-02 |           65.6468 ‖
‖       116 |  74837 |              30658 |   3.544e-02 |           65.6213 ‖
‖       117 |  75795 |              30721 |   3.538e-02 |           65.5797 ‖
‖       118 |  76771 |              30767 |   3.532e-02 |           65.5634 ‖
‖       119 |  77678 |              30876 |   3.530e-02 |           65.4609 ‖
‖       120 |  78551 |              31016 |   3.530e-02 |           65.3930 ‖
‖       121 |  79477 |              31101 |   3.523e-02 |           65.3888 ‖
‖       122 |  80267 |              31317 |   3.523e-02 |           65.3401 ‖
‖       123 |  80857 |              31727 |   3.523e-02 |           65.3228 ‖
‖       124 |  81278 |              32278 |   3.519e-02 |           65.3229 ‖
‖       125 |  81737 |              32770 |   3.517e-02 |           65.3230 ‖
‖       126 |  82354 |              33150 |   3.513e-02 |           65.3232 ‖
‖       127 |  83063 |              33438 |   3.510e-02 |           65.3132 ‖
‖       128 |  83841 |              33663 |   3.511e-02 |           65.2631 ‖
‖       129 |  84562 |              33943 |   3.509e-02 |           65.2556 ‖
‖       130 |  85312 |              34197 |   3.506e-02 |           65.2509 ‖
‖       131 |  86004 |              34493 |   3.508e-02 |           65.2402 ‖
‖       132 |  86650 |              34845 |   3.505e-02 |           65.2340 ‖
‖       133 |  87169 |              35321 |   3.500e-02 |           65.2325 ‖
‖       134 |  87821 |              35638 |   3.496e-02 |           65.2325 ‖
‖       135 |  88386 |              36076 |   3.491e-02 |           65.2326 ‖
‖       136 |  88606 |              36829 |   3.490e-02 |           64.7361 ‖
‖       137 |  89016 |              37380 |   3.487e-02 |           64.7139 ‖
‖       138 |  89554 |              37823 |   3.483e-02 |           64.7095 ‖
‖       139 |  90251 |              38114 |   3.478e-02 |           64.7095 ‖
‖       140 |  90870 |              38498 |   3.475e-02 |           64.6435 ‖
‖       141 |  91646 |              38723 |   3.476e-02 |           64.6227 ‖
‖       142 |  92301 |              39054 |   3.472e-02 |           64.6211 ‖
‖       143 |  92956 |              39394 |   3.472e-02 |           64.4603 ‖
‖       144 |  93569 |              39776 |   3.468e-02 |           64.3655 ‖
‖       145 |  94027 |              40303 |   3.464e-02 |           64.1828 ‖
‖       146 |  94635 |              40681 |   3.459e-02 |           64.1809 ‖
‖       147 |  95212 |              41085 |   3.455e-02 |           64.1809 ‖
‖       148 |  95573 |              41705 |   3.454e-02 |           63.8726 ‖
‖       149 |  96040 |              42205 |   3.453e-02 |           63.7273 ‖
‖       150 |  96561 |              42651 |   3.451e-02 |           63.5782 ‖
‖       151 |  97187 |              43023 |   3.447e-02 |           63.5557 ‖
‖       152 |  97826 |              43375 |   3.443e-02 |           63.5208 ‖
‖       153 |  98348 |              43831 |   3.442e-02 |           63.3896 ‖
‖       154 |  98979 |              44204 |   3.436e-02 |           63.3895 ‖
‖       155 |  99524 |              44633 |   3.434e-02 |           63.2957 ‖
‖       156 | 100100 |              45043 |   3.435e-02 |           63.2079 ‖
‖       157 | 100619 |              45501 |   3.432e-02 |           63.1963 ‖
‖       158 | 101299 |              45820 |   3.427e-02 |           63.1904 ‖
‖       159 | 101931 |              46177 |   3.422e-02 |           63.1904 ‖
‖       160 | 102459 |              46627 |   3.418e-02 |           63.1140 ‖
‖       161 | 103050 |              47030 |   3.419e-02 |           63.0596 ‖
‖       162 | 103657 |              47404 |   3.415e-02 |           63.0568 ‖
‖       163 | 104334 |              47730 |   3.416e-02 |           63.0367 ‖
‖       164 | 104985 |              48085 |   3.411e-02 |           63.0364 ‖
‖       165 | 105615 |              48424 |   3.410e-02 |           63.0240 ‖
‖       166 | 106097 |              48939 |   3.406e-02 |           63.0225 ‖
‖       167 | 106574 |              49431 |   3.402e-02 |           63.0225 ‖
‖       168 | 107245 |              49760 |   3.404e-02 |           63.0063 ‖
‖       169 | 107940 |              50063 |   3.405e-02 |           63.0035 ‖
‖       170 | 108465 |              50529 |   3.402e-02 |           63.0032 ‖
‖       171 | 109087 |              50910 |   3.403e-02 |           63.0011 ‖
‖       172 | 109623 |              51378 |   3.398e-02 |           63.0011 ‖
‖       173 | 109913 |              52044 |   3.397e-02 |           62.8961 ‖
‖       174 | 110348 |              52581 |   3.394e-02 |           62.8958 ‖
‖       175 | 110811 |              53069 |   3.392e-02 |           62.8958 ‖
‖       176 | 111464 |              53408 |   3.393e-02 |           62.8931 ‖
‖       177 | 112066 |              53800 |   3.393e-02 |           62.8908 ‖
‖       178 | 112604 |              54245 |   3.391e-02 |           62.8830 ‖
‖       179 | 113099 |              54749 |   3.386e-02 |           62.8829 ‖
‖       180 | 113456 |              55316 |   3.383e-02 |           62.8215 ‖
‖       181 | 113675 |              56063 |   3.383e-02 |           62.5516 ‖
‖       182 | 114160 |              56523 |   3.380e-02 |           62.5513 ‖
‖       183 | 114810 |              56836 |   3.382e-02 |           62.5500 ‖
‖       184 | 115424 |              57213 |   3.381e-02 |           62.5415 ‖
‖       185 | 115929 |              57695 |   3.377e-02 |           62.5229 ‖
‖       186 | 116573 |              58024 |   3.372e-02 |           62.5229 ‖
‖       187 | 117256 |              58313 |   3.373e-02 |           62.5193 ‖
‖       188 | 117887 |              58671 |   3.373e-02 |           62.4961 ‖
‖       189 | 118349 |              59185 |   3.373e-02 |           62.4678 ‖
‖       190 | 118606 |              59891 |   3.373e-02 |           62.4408 ‖
‖       191 | 118633 |              60770 |   3.372e-02 |           62.2843 ‖
‖       192 | 118869 |              61452 |   3.370e-02 |           62.2843 ‖
‖       193 | 118959 |              62292 |   3.368e-02 |           62.0352 ‖
‖       194 | 119031 |              63145 |   3.369e-02 |           61.8618 ‖
‖       195 | 119254 |              63853 |   3.369e-02 |           61.8367 ‖
‖       196 | 119535 |              64478 |   3.366e-02 |           61.8367 ‖
‖       197 | 119781 |              65161 |   3.366e-02 |           61.7035 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.099 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6299.vnnlib: unknown
--- Verification time: 20.1120 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (540/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1426.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1426.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1426.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.216e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.173e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.084e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   2.999e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   2.917e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   2.860e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   2.786e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   2.708e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.643e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   2.584e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   2.533e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   2.488e-02 |          100.0019 ‖
‖        13 |   3072 |                  0 |   2.454e-02 |           99.9999 ‖
‖        14 |   4096 |                  0 |   2.431e-02 |           99.9999 ‖
‖        15 |   5120 |                  0 |   2.411e-02 |           99.9990 ‖
‖        16 |   6139 |                  5 |   2.383e-02 |           99.8567 ‖
‖        17 |   7163 |                  5 |   2.358e-02 |           99.8560 ‖
‖        18 |   8187 |                  5 |   2.337e-02 |           99.8580 ‖
‖        19 |   9211 |                  5 |   2.326e-02 |           99.8586 ‖
‖        20 |  10235 |                  5 |   2.315e-02 |           99.8595 ‖
‖        21 |  11259 |                  5 |   2.301e-02 |           99.8594 ‖
‖        22 |  12283 |                  5 |   2.288e-02 |           99.8596 ‖
‖        23 |  13304 |                  8 |   2.275e-02 |           99.8580 ‖
‖        24 |  14322 |                 12 |   2.261e-02 |           99.8575 ‖
‖        25 |  15275 |                 78 |   2.246e-02 |           99.3493 ‖
‖        26 |  16278 |                 99 |   2.231e-02 |           99.1887 ‖
‖        27 |  17300 |                101 |   2.214e-02 |           99.1745 ‖
‖        28 |  18319 |                106 |   2.200e-02 |           99.1475 ‖
‖        29 |  19325 |                124 |   2.186e-02 |           99.0095 ‖
‖        30 |  20327 |                145 |   2.172e-02 |           98.9971 ‖
‖        31 |  21312 |                183 |   2.161e-02 |           98.9971 ‖
‖        32 |  22298 |                220 |   2.147e-02 |           98.9971 ‖
‖        33 |  23191 |                340 |   2.135e-02 |           98.9971 ‖
‖        34 |  23957 |                591 |   2.129e-02 |           98.9971 ‖
‖        35 |  24504 |               1040 |   2.128e-02 |           98.9959 ‖
‖        36 |  24891 |               1608 |   2.131e-02 |           98.9897 ‖
‖        37 |  25407 |               2032 |   2.137e-02 |           98.9895 ‖
‖        38 |  26138 |               2281 |   2.139e-02 |           98.9865 ‖
‖        39 |  27033 |               2391 |   2.138e-02 |           98.9851 ‖
‖        40 |  28012 |               2426 |   2.134e-02 |           98.9824 ‖
‖        41 |  29022 |               2439 |   2.130e-02 |           98.9821 ‖
‖        42 |  30026 |               2459 |   2.122e-02 |           98.9816 ‖
‖        43 |  31026 |               2481 |   2.118e-02 |           98.9811 ‖
‖        44 |  31986 |               2541 |   2.113e-02 |           98.9796 ‖
‖        45 |  32877 |               2664 |   2.107e-02 |           98.9759 ‖
‖        46 |  33625 |               2920 |   2.105e-02 |           98.9743 ‖
‖        47 |  34356 |               3195 |   2.103e-02 |           98.9743 ‖
‖        48 |  35010 |               3545 |   2.100e-02 |           98.9733 ‖
‖        49 |  35771 |               3780 |   2.097e-02 |           98.9725 ‖
‖        50 |  36499 |               4050 |   2.095e-02 |           98.9723 ‖
‖        51 |  37186 |               4362 |   2.090e-02 |           98.9187 ‖
‖        52 |  37544 |               5001 |   2.088e-02 |           97.9782 ‖
‖        53 |  38035 |               5470 |   2.088e-02 |           97.9120 ‖
‖        54 |  38524 |               5944 |   2.085e-02 |           97.7983 ‖
‖        55 |  39336 |               6127 |   2.084e-02 |           97.7983 ‖
‖        56 |  40090 |               6372 |   2.080e-02 |           97.6360 ‖
‖        57 |  40876 |               6595 |   2.074e-02 |           97.5926 ‖
‖        58 |  41661 |               6815 |   2.070e-02 |           97.5928 ‖
‖        59 |  42380 |               7102 |   2.066e-02 |           97.5934 ‖
‖        60 |  43029 |               7451 |   2.061e-02 |           97.4126 ‖
‖        61 |  43657 |               7810 |   2.060e-02 |           97.2635 ‖
‖        62 |  44255 |               8185 |   2.059e-02 |           97.2321 ‖
‖        63 |  44808 |               8607 |   2.054e-02 |           97.0899 ‖
‖        64 |  45372 |               9021 |   2.054e-02 |           96.7841 ‖
‖        65 |  45960 |               9430 |   2.052e-02 |           96.6152 ‖
‖        66 |  46457 |               9910 |   2.048e-02 |           96.5844 ‖
‖        67 |  47111 |              10252 |   2.046e-02 |           96.5499 ‖
‖        68 |  47664 |              10687 |   2.044e-02 |           96.5499 ‖
‖        69 |  48061 |              11246 |   2.042e-02 |           96.5139 ‖
‖        70 |  48643 |              11651 |   2.042e-02 |           96.5137 ‖
‖        71 |  49073 |              12186 |   2.041e-02 |           96.4829 ‖
‖        72 |  49386 |              12809 |   2.039e-02 |           96.4712 ‖
‖        73 |  49798 |              13331 |   2.040e-02 |           96.4649 ‖
‖        74 |  50285 |              13808 |   2.039e-02 |           96.4649 ‖
‖        75 |  50748 |              14301 |   2.038e-02 |           96.4648 ‖
‖        76 |  51161 |              14837 |   2.037e-02 |           96.4646 ‖
‖        77 |  51700 |              15243 |   2.037e-02 |           96.4648 ‖
‖        78 |  52353 |              15548 |   2.038e-02 |           96.4547 ‖
‖        79 |  53136 |              15756 |   2.040e-02 |           96.4493 ‖
‖        80 |  53818 |              16053 |   2.039e-02 |           96.4483 ‖
‖        81 |  54684 |              16167 |   2.039e-02 |           96.4412 ‖
‖        82 |  55584 |              16278 |   2.038e-02 |           96.4044 ‖
‖        83 |  56525 |              16350 |   2.036e-02 |           96.3815 ‖
‖        84 |  57404 |              16479 |   2.035e-02 |           96.3055 ‖
‖        85 |  58301 |              16590 |   2.034e-02 |           96.3051 ‖
‖        86 |  59185 |              16720 |   2.033e-02 |           96.2835 ‖
‖        87 |  59978 |              16933 |   2.031e-02 |           96.2813 ‖
‖        88 |  60689 |              17221 |   2.030e-02 |           96.2224 ‖
‖        89 |  61336 |              17572 |   2.030e-02 |           96.2134 ‖
‖        90 |  61824 |              18031 |   2.030e-02 |           96.1967 ‖
‖        91 |  62311 |              18494 |   2.030e-02 |           96.1838 ‖
‖        92 |  62946 |              18826 |   2.031e-02 |           96.1765 ‖
‖        93 |  63708 |              19057 |   2.031e-02 |           96.1744 ‖
‖        94 |  64466 |              19302 |   2.028e-02 |           96.1716 ‖
‖        95 |  65284 |              19487 |   2.027e-02 |           96.1711 ‖
‖        96 |  66042 |              19736 |   2.026e-02 |           96.1702 ‖
‖        97 |  66697 |              20076 |   2.024e-02 |           96.1660 ‖
‖        98 |  67366 |              20389 |   2.022e-02 |           96.1644 ‖
‖        99 |  67975 |              20777 |   2.020e-02 |           96.1627 ‖
‖       100 |  68636 |              21112 |   2.018e-02 |           96.1609 ‖
‖       101 |  69354 |              21387 |   2.019e-02 |           96.1588 ‖
‖       102 |  70027 |              21721 |   2.017e-02 |           96.1557 ‖
‖       103 |  70565 |              22177 |   2.015e-02 |           96.1543 ‖
‖       104 |  71115 |              22613 |   2.015e-02 |           96.1538 ‖
‖       105 |  71606 |              23090 |   2.015e-02 |           96.1534 ‖
‖       106 |  72028 |              23631 |   2.014e-02 |           96.1501 ‖
‖       107 |  72601 |              24025 |   2.013e-02 |           96.1498 ‖
‖       108 |  73164 |              24451 |   2.012e-02 |           96.1496 ‖
‖       109 |  73732 |              24867 |   2.012e-02 |           96.1495 ‖
‖       110 |  74316 |              25280 |   2.012e-02 |           96.1449 ‖
‖       111 |  74736 |              25822 |   2.012e-02 |           96.1377 ‖
‖       112 |  75265 |              26271 |   2.011e-02 |           96.1363 ‖
‖       113 |  75790 |              26688 |   2.012e-02 |           96.1363 ‖
‖       114 |  76359 |              27105 |   2.011e-02 |           96.1345 ‖
‖       115 |  76864 |              27576 |   2.011e-02 |           96.1345 ‖
‖       116 |  77436 |              27986 |   2.011e-02 |           96.1339 ‖
‖       117 |  78146 |              28276 |   2.010e-02 |           96.1340 ‖
‖       118 |  78764 |              28633 |   2.009e-02 |           96.1338 ‖
‖       119 |  79507 |              28888 |   2.008e-02 |           96.1336 ‖
‖       120 |  80148 |              29228 |   2.007e-02 |           96.1338 ‖
‖       121 |  80643 |              29705 |   2.006e-02 |           96.1066 ‖
‖       122 |  81160 |              30165 |   2.005e-02 |           96.1071 ‖
‖       123 |  81492 |              30816 |   2.003e-02 |           95.7287 ‖
‖       124 |  81674 |              31598 |   2.002e-02 |           94.9694 ‖
‖       125 |  81993 |              32206 |   2.001e-02 |           94.6730 ‖
‖       126 |  82543 |              32617 |   2.001e-02 |           94.5338 ‖
‖       127 |  83064 |              33068 |   2.000e-02 |           94.4903 ‖
‖       128 |  83440 |              33643 |   1.999e-02 |           94.4902 ‖
‖       129 |  84019 |              34042 |   1.999e-02 |           94.4862 ‖
‖       130 |  84707 |              34358 |   1.999e-02 |           94.4851 ‖
‖       131 |  85295 |              34756 |   1.997e-02 |           94.4842 ‖
‖       132 |  85960 |              35078 |   1.998e-02 |           94.4706 ‖
‖       133 |  86474 |              35546 |   1.996e-02 |           94.4541 ‖
‖       134 |  86863 |              36103 |   1.995e-02 |           94.4497 ‖
‖       135 |  87245 |              36680 |   1.993e-02 |           94.4492 ‖
‖       136 |  87697 |              37204 |   1.992e-02 |           94.4487 ‖
‖       137 |  88324 |              37561 |   1.991e-02 |           94.4487 ‖
‖       138 |  88935 |              37928 |   1.989e-02 |           94.4487 ‖
‖       139 |  89408 |              38414 |   1.988e-02 |           94.4487 ‖
‖       140 |  89917 |              38891 |   1.987e-02 |           94.4487 ‖
‖       141 |  90221 |              39500 |   1.987e-02 |           94.2239 ‖
‖       142 |  90673 |              39995 |   1.987e-02 |           94.1573 ‖
‖       143 |  91203 |              40423 |   1.986e-02 |           94.1572 ‖
‖       144 |  91624 |              40990 |   1.985e-02 |           93.7054 ‖
‖       145 |  92182 |              41420 |   1.985e-02 |           93.4981 ‖
‖       146 |  92635 |              41959 |   1.984e-02 |           93.3705 ‖
‖       147 |  93026 |              42522 |   1.985e-02 |           93.3022 ‖
‖       148 |  93137 |              43327 |   1.984e-02 |           93.0482 ‖
‖       149 |  93421 |              43947 |   1.983e-02 |           93.0482 ‖
‖       150 |  93809 |              44499 |   1.982e-02 |           92.9549 ‖
‖       151 |  94187 |              45087 |   1.982e-02 |           92.6408 ‖
‖       152 |  94444 |              45774 |   1.981e-02 |           92.3232 ‖
‖       153 |  94816 |              46362 |   1.981e-02 |           92.0729 ‖
‖       154 |  95188 |              46915 |   1.980e-02 |           91.9984 ‖
‖       155 |  95616 |              47420 |   1.978e-02 |           91.9681 ‖
‖       156 |  96027 |              47975 |   1.976e-02 |           91.8904 ‖
‖       157 |  96537 |              48436 |   1.976e-02 |           91.8432 ‖
‖       158 |  96952 |              48968 |   1.976e-02 |           91.8250 ‖
‖       159 |  97336 |              49525 |   1.976e-02 |           91.8219 ‖
‖       160 |  97814 |              49986 |   1.976e-02 |           91.8216 ‖
‖       161 |  98317 |              50431 |   1.976e-02 |           91.7744 ‖
‖       162 |  98682 |              51006 |   1.976e-02 |           91.7708 ‖
‖       163 |  99222 |              51418 |   1.977e-02 |           91.7698 ‖
‖       164 |  99809 |              51798 |   1.978e-02 |           91.7688 ‖
‖       165 | 100527 |              52063 |   1.978e-02 |           91.7465 ‖
‖       166 | 101105 |              52478 |   1.977e-02 |           91.7009 ‖
‖       167 | 101659 |              52891 |   1.977e-02 |           91.6818 ‖
‖       168 | 102237 |              53281 |   1.976e-02 |           91.6438 ‖
‖       169 | 102952 |              53541 |   1.975e-02 |           91.6363 ‖
‖       170 | 103560 |              53924 |   1.974e-02 |           91.6344 ‖
‖       171 | 104097 |              54376 |   1.973e-02 |           91.6342 ‖
‖       172 | 104654 |              54796 |   1.973e-02 |           91.5929 ‖
‖       173 | 104990 |              55433 |   1.972e-02 |           91.5924 ‖
‖       174 | 105308 |              56041 |   1.972e-02 |           91.5923 ‖
‖       175 | 105669 |              56622 |   1.972e-02 |           91.5921 ‖
‖       176 | 106212 |              57030 |   1.973e-02 |           91.5915 ‖
‖       177 | 106894 |              57330 |   1.972e-02 |           91.5773 ‖
‖       178 | 107644 |              57571 |   1.972e-02 |           91.4303 ‖
‖       179 | 108440 |              57777 |   1.972e-02 |           91.4160 ‖
‖       180 | 109223 |              57992 |   1.972e-02 |           91.3825 ‖
‖       181 | 110042 |              58180 |   1.972e-02 |           91.3499 ‖
‖       182 | 110815 |              58417 |   1.972e-02 |           91.3458 ‖
‖       183 | 111570 |              58669 |   1.971e-02 |           91.3444 ‖
‖       184 | 111996 |              59233 |   1.970e-02 |           91.3423 ‖
‖       185 | 112704 |              59518 |   1.970e-02 |           91.3427 ‖
‖       186 | 113321 |              59903 |   1.970e-02 |           91.3424 ‖
‖       187 | 113717 |              60487 |   1.969e-02 |           91.2239 ‖
‖       188 | 114194 |              60989 |   1.969e-02 |           91.2126 ‖
‖       189 | 114652 |              61483 |   1.970e-02 |           91.2079 ‖
‖       190 | 115142 |              61955 |   1.969e-02 |           91.1463 ‖
‖       191 | 115824 |              62257 |   1.969e-02 |           91.1250 ‖
‖       192 | 116430 |              62647 |   1.968e-02 |           91.0490 ‖
‖       193 | 116935 |              63128 |   1.968e-02 |           90.8591 ‖
‖       194 | 117465 |              63566 |   1.967e-02 |           90.7618 ‖
‖       195 | 117909 |              64105 |   1.967e-02 |           90.6827 ‖
‖       196 | 118435 |              64554 |   1.967e-02 |           90.6787 ‖
‖       197 | 119026 |              64948 |   1.968e-02 |           90.6774 ‖
‖       198 | 119379 |              65552 |   1.967e-02 |           90.6222 ‖
‖       199 | 119864 |              66040 |   1.967e-02 |           90.5822 ‖
‖       200 | 120231 |              66617 |   1.967e-02 |           90.5583 ‖
‖       201 | 120486 |              67296 |   1.967e-02 |           90.5483 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1426.vnnlib: unknown
--- Verification time: 20.1022 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (541/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1596.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1596.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1596.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.158e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1596.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (542/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_349.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_349.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_349.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.769e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_349.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (543/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4178.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4178.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4178.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.795e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4178.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (544/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7629.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7629.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7629.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.281e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7629.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (545/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5876.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5876.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5876.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.419e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.182e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.038e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.908e-02 |          100.0000 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.057 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5876.vnnlib: sat
--- Verification time: 0.0673 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (546/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2725.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2725.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2725.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.873e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2725.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (547/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2657.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2657.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2657.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.939e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.820e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.760e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.620e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.383e-02 |           95.3731 ‖
‖         6 |     30 |                  2 |   5.336e-02 |           92.6549 ‖
‖         7 |     57 |                  5 |   5.220e-02 |           85.4073 ‖
‖         8 |    105 |                 12 |   5.143e-02 |           80.1649 ‖
‖         9 |    186 |                 36 |   5.003e-02 |           69.4987 ‖
‖        10 |    328 |                 75 |   4.920e-02 |           61.3856 ‖
‖        11 |    575 |                148 |   4.821e-02 |           54.2022 ‖
‖        12 |   1003 |                281 |   4.693e-02 |           46.5303 ‖
‖        13 |   1736 |                518 |   4.629e-02 |           40.6134 ‖
‖        14 |   2355 |                906 |   4.543e-02 |           35.6027 ‖
‖        15 |   3277 |                978 |   4.503e-02 |           34.9422 ‖
‖        16 |   3909 |               1352 |   4.459e-02 |           32.5672 ‖
‖        17 |   4653 |               1598 |   4.417e-02 |           31.2271 ‖
‖        18 |   5522 |               1737 |   4.386e-02 |           30.2527 ‖
‖        19 |   6428 |               1852 |   4.354e-02 |           29.2487 ‖
‖        20 |   7435 |               1862 |   4.332e-02 |           29.2097 ‖
‖        21 |   8169 |               2134 |   4.305e-02 |           28.4172 ‖
‖        22 |   9143 |               2159 |   4.285e-02 |           28.4158 ‖
‖        23 |   9964 |               2351 |   4.258e-02 |           27.7537 ‖
‖        24 |  10862 |               2462 |   4.236e-02 |           27.4276 ‖
‖        25 |  11860 |               2475 |   4.213e-02 |           27.4276 ‖
‖        26 |  12623 |               2720 |   4.189e-02 |           26.6434 ‖
‖        27 |  13635 |               2726 |   4.167e-02 |           26.6435 ‖
‖        28 |  14588 |               2791 |   4.141e-02 |           26.3665 ‖
‖        29 |  15306 |               3094 |   4.109e-02 |           25.2034 ‖
‖        30 |  16191 |               3206 |   4.083e-02 |           24.8713 ‖
‖        31 |  17150 |               3270 |   4.062e-02 |           24.6296 ‖
‖        32 |  18068 |               3375 |   4.051e-02 |           24.5354 ‖
‖        33 |  18796 |               3663 |   4.050e-02 |           24.5355 ‖
‖        34 |  19456 |               4001 |   4.047e-02 |           24.2511 ‖
‖        35 |  20386 |               4068 |   4.047e-02 |           24.2275 ‖
‖        36 |  21389 |               4083 |   4.038e-02 |           24.2242 ‖
‖        37 |  22394 |               4102 |   4.035e-02 |           24.0963 ‖
‖        38 |  23417 |               4103 |   4.029e-02 |           24.0967 ‖
‖        39 |  24340 |               4197 |   4.014e-02 |           23.9541 ‖
‖        40 |  25214 |               4326 |   4.004e-02 |           23.8355 ‖
‖        41 |  26087 |               4460 |   3.995e-02 |           23.8355 ‖
‖        42 |  26695 |               4864 |   3.985e-02 |           23.5199 ‖
‖        43 |  27323 |               5246 |   3.984e-02 |           23.4182 ‖
‖        44 |  27974 |               5578 |   3.978e-02 |           23.4143 ‖
‖        45 |  28647 |               5909 |   3.972e-02 |           23.4142 ‖
‖        46 |  29470 |               6096 |   3.970e-02 |           23.4143 ‖
‖        47 |  30426 |               6158 |   3.962e-02 |           23.4143 ‖
‖        48 |  31147 |               6449 |   3.952e-02 |           22.9778 ‖
‖        49 |  32093 |               6500 |   3.944e-02 |           22.9719 ‖
‖        50 |  33034 |               6582 |   3.931e-02 |           22.9649 ‖
‖        51 |  33935 |               6698 |   3.926e-02 |           22.9636 ‖
‖        52 |  34739 |               6909 |   3.922e-02 |           22.9633 ‖
‖        53 |  35299 |               7342 |   3.914e-02 |           22.7432 ‖
‖        54 |  36180 |               7468 |   3.905e-02 |           22.7428 ‖
‖        55 |  37041 |               7626 |   3.901e-02 |           22.7427 ‖
‖        56 |  37611 |               8059 |   3.893e-02 |           22.3124 ‖
‖        57 |  38158 |               8512 |   3.884e-02 |           21.8303 ‖
‖        58 |  38767 |               8826 |   3.874e-02 |           21.7724 ‖
‖        59 |  39396 |               9185 |   3.866e-02 |           21.4013 ‖
‖        60 |  40078 |               9473 |   3.855e-02 |           21.3944 ‖
‖        61 |  40896 |               9668 |   3.850e-02 |           21.1988 ‖
‖        62 |  41755 |               9829 |   3.847e-02 |           21.0119 ‖
‖        63 |  42751 |               9844 |   3.844e-02 |           21.0109 ‖
‖        64 |  43617 |              10001 |   3.844e-02 |           20.8286 ‖
‖        65 |  44475 |              10163 |   3.844e-02 |           20.7138 ‖
‖        66 |  45442 |              10209 |   3.843e-02 |           20.6934 ‖
‖        67 |  46263 |              10390 |   3.844e-02 |           20.6915 ‖
‖        68 |  47156 |              10495 |   3.843e-02 |           20.6914 ‖
‖        69 |  47823 |              10818 |   3.841e-02 |           20.6038 ‖
‖        70 |  48363 |              11264 |   3.840e-02 |           20.4349 ‖
‖        71 |  49118 |              11525 |   3.837e-02 |           20.4349 ‖
‖        72 |  49767 |              11871 |   3.837e-02 |           20.3436 ‖
‖        73 |  50410 |              12236 |   3.838e-02 |           20.3437 ‖
‖        74 |  50760 |              12861 |   3.838e-02 |           20.3296 ‖
‖        75 |  51439 |              13176 |   3.839e-02 |           20.3214 ‖
‖        76 |  52415 |              13222 |   3.837e-02 |           20.3213 ‖
‖        77 |  53349 |              13305 |   3.834e-02 |           20.2663 ‖
‖        78 |  54139 |              13537 |   3.832e-02 |           19.9368 ‖
‖        79 |  54945 |              13738 |   3.833e-02 |           19.8410 ‖
‖        80 |  55752 |              13938 |   3.828e-02 |           19.8409 ‖
‖        81 |  56501 |              14203 |   3.828e-02 |           19.8288 ‖
‖        82 |  57257 |              14450 |   3.829e-02 |           19.8287 ‖
‖        83 |  57962 |              14752 |   3.824e-02 |           19.8135 ‖
‖        84 |  58603 |              15097 |   3.820e-02 |           19.7936 ‖
‖        85 |  59232 |              15471 |   3.818e-02 |           19.7936 ‖
‖        86 |  59726 |              15973 |   3.815e-02 |           19.7815 ‖
‖        87 |  60429 |              16268 |   3.813e-02 |           19.7527 ‖
‖        88 |  61172 |              16530 |   3.814e-02 |           19.7526 ‖
‖        89 |  61842 |              16865 |   3.811e-02 |           19.7525 ‖
‖        90 |  62617 |              17083 |   3.812e-02 |           19.7524 ‖
‖        91 |  63345 |              17350 |   3.808e-02 |           19.7523 ‖
‖        92 |  63796 |              17907 |   3.803e-02 |           19.5245 ‖
‖        93 |  64324 |              18345 |   3.801e-02 |           19.5156 ‖
‖        94 |  64578 |              19089 |   3.799e-02 |           19.3694 ‖
‖        95 |  64970 |              19655 |   3.801e-02 |           19.2579 ‖
‖        96 |  65664 |              19941 |   3.800e-02 |           19.2067 ‖
‖        97 |  66583 |              20026 |   3.798e-02 |           19.1862 ‖
‖        98 |  67444 |              20179 |   3.794e-02 |           19.1849 ‖
‖        99 |  68305 |              20328 |   3.790e-02 |           19.1727 ‖
‖       100 |  69046 |              20583 |   3.789e-02 |           19.1720 ‖
‖       101 |  69878 |              20764 |   3.787e-02 |           19.1719 ‖
‖       102 |  70769 |              20890 |   3.786e-02 |           19.1717 ‖
‖       103 |  71513 |              21158 |   3.783e-02 |           19.1716 ‖
‖       104 |  72113 |              21563 |   3.783e-02 |           19.1715 ‖
‖       105 |  72797 |              21876 |   3.782e-02 |           19.1714 ‖
‖       106 |  73359 |              22318 |   3.778e-02 |           19.0238 ‖
‖       107 |  74091 |              22588 |   3.776e-02 |           18.9313 ‖
‖       108 |  74878 |              22786 |   3.771e-02 |           18.9280 ‖
‖       109 |  75666 |              23015 |   3.767e-02 |           18.8852 ‖
‖       110 |  76318 |              23345 |   3.766e-02 |           18.8642 ‖
‖       111 |  76866 |              23778 |   3.765e-02 |           18.8612 ‖
‖       112 |  77501 |              24135 |   3.764e-02 |           18.8275 ‖
‖       113 |  78262 |              24364 |   3.763e-02 |           18.8242 ‖
‖       114 |  78936 |              24706 |   3.759e-02 |           18.8241 ‖
‖       115 |  79808 |              24852 |   3.757e-02 |           18.7777 ‖
‖       116 |  80687 |              24989 |   3.756e-02 |           18.7720 ‖
‖       117 |  81279 |              25394 |   3.754e-02 |           18.7696 ‖
‖       118 |  81816 |              25816 |   3.756e-02 |           18.7653 ‖
‖       119 |  82471 |              26137 |   3.759e-02 |           18.7280 ‖
‖       120 |  83243 |              26366 |   3.757e-02 |           18.6753 ‖
‖       121 |  84145 |              26458 |   3.757e-02 |           18.6748 ‖
‖       122 |  84983 |              26636 |   3.752e-02 |           18.6747 ‖
‖       123 |  85842 |              26787 |   3.749e-02 |           18.6747 ‖
‖       124 |  86529 |              27110 |   3.748e-02 |           18.6745 ‖
‖       125 |  87194 |              27443 |   3.748e-02 |           18.6743 ‖
‖       126 |  87857 |              27781 |   3.748e-02 |           18.6740 ‖
‖       127 |  88026 |              28591 |   3.747e-02 |           18.4871 ‖
‖       128 |  88416 |              29146 |   3.746e-02 |           18.4750 ‖
‖       129 |  88855 |              29675 |   3.746e-02 |           18.3003 ‖
‖       130 |  89466 |              30072 |   3.745e-02 |           18.1638 ‖
‖       131 |  90145 |              30400 |   3.743e-02 |           18.1151 ‖
‖       132 |  91030 |              30524 |   3.740e-02 |           18.1143 ‖
‖       133 |  91797 |              30757 |   3.737e-02 |           18.0368 ‖
‖       134 |  92347 |              31220 |   3.735e-02 |           17.8450 ‖
‖       135 |  92988 |              31564 |   3.732e-02 |           17.7571 ‖
‖       136 |  93709 |              31845 |   3.727e-02 |           17.7571 ‖
‖       137 |  94272 |              32284 |   3.723e-02 |           17.7570 ‖
‖       138 |  94407 |              33104 |   3.722e-02 |           17.6397 ‖
‖       139 |  95037 |              33445 |   3.718e-02 |           17.6396 ‖
‖       140 |  95943 |              33547 |   3.714e-02 |           17.6181 ‖
‖       141 |  96472 |              34035 |   3.712e-02 |           17.4546 ‖
‖       142 |  97218 |              34265 |   3.710e-02 |           17.4367 ‖
‖       143 |  98068 |              34427 |   3.708e-02 |           17.4359 ‖
‖       144 |  98924 |              34575 |   3.705e-02 |           17.4354 ‖
‖       145 |  99653 |              34845 |   3.705e-02 |           17.4348 ‖
‖       146 | 100306 |              35187 |   3.704e-02 |           17.3778 ‖
‖       147 | 100824 |              35654 |   3.704e-02 |           17.2429 ‖
‖       148 | 101456 |              36016 |   3.704e-02 |           17.2426 ‖
‖       149 | 101911 |              36544 |   3.704e-02 |           17.1122 ‖
‖       150 | 102482 |              36972 |   3.705e-02 |           17.0328 ‖
‖       151 | 103127 |              37299 |   3.705e-02 |           17.0306 ‖
‖       152 | 103635 |              37784 |   3.705e-02 |           16.9697 ‖
‖       153 | 104146 |              38275 |   3.705e-02 |           16.9502 ‖
‖       154 | 104595 |              38805 |   3.704e-02 |           16.9492 ‖
‖       155 | 105070 |              39312 |   3.705e-02 |           16.9271 ‖
‖       156 | 105593 |              39770 |   3.706e-02 |           16.9245 ‖
‖       157 | 106053 |              40299 |   3.705e-02 |           16.9229 ‖
‖       158 | 106707 |              40646 |   3.707e-02 |           16.9211 ‖
‖       159 | 107295 |              41068 |   3.706e-02 |           16.9209 ‖
‖       160 | 107657 |              41663 |   3.705e-02 |           16.8671 ‖
‖       161 | 108247 |              42063 |   3.705e-02 |           16.8669 ‖
‖       162 | 108570 |              42731 |   3.704e-02 |           16.7643 ‖
‖       163 | 109087 |              43187 |   3.705e-02 |           16.7208 ‖
‖       164 | 109625 |              43631 |   3.704e-02 |           16.7207 ‖
‖       165 | 110332 |              43925 |   3.704e-02 |           16.7206 ‖
‖       166 | 110958 |              44302 |   3.704e-02 |           16.7204 ‖
‖       167 | 111407 |              44847 |   3.703e-02 |           16.6049 ‖
‖       168 | 111957 |              45293 |   3.704e-02 |           16.5707 ‖
‖       169 | 112364 |              45859 |   3.704e-02 |           16.5669 ‖
‖       170 | 113048 |              46177 |   3.706e-02 |           16.5668 ‖
‖       171 | 113704 |              46524 |   3.706e-02 |           16.5589 ‖
‖       172 | 114449 |              46761 |   3.706e-02 |           16.5588 ‖
‖       173 | 115075 |              47139 |   3.704e-02 |           16.5409 ‖
‖       174 | 115419 |              47786 |   3.704e-02 |           16.5409 ‖
‖       175 | 115914 |              48276 |   3.705e-02 |           16.5407 ‖
‖       176 | 116772 |              48427 |   3.704e-02 |           16.5406 ‖
‖       177 | 117607 |              48605 |   3.703e-02 |           16.5405 ‖
‖       178 | 118337 |              48883 |   3.702e-02 |           16.5257 ‖
‖       179 | 119073 |              49144 |   3.701e-02 |           16.5017 ‖
‖       180 | 119770 |              49452 |   3.700e-02 |           16.5016 ‖
‖       181 | 120286 |              49927 |   3.699e-02 |           16.3594 ‖
‖       182 | 120795 |              50427 |   3.698e-02 |           16.1492 ‖
‖       183 | 121292 |              50903 |   3.697e-02 |           16.1101 ‖
‖       184 | 121856 |              51331 |   3.697e-02 |           15.9240 ‖
‖       185 | 122406 |              51774 |   3.697e-02 |           15.8262 ‖
‖       186 | 122782 |              52354 |   3.696e-02 |           15.8225 ‖
‖       187 | 123354 |              52775 |   3.695e-02 |           15.8222 ‖
‖       188 | 123747 |              53367 |   3.694e-02 |           15.8217 ‖
‖       189 | 124306 |              53798 |   3.694e-02 |           15.7573 ‖
‖       190 | 124974 |              54130 |   3.694e-02 |           15.7441 ‖
‖       191 | 125477 |              54608 |   3.694e-02 |           15.7403 ‖
‖       192 | 125984 |              55103 |   3.695e-02 |           15.7389 ‖
‖       193 | 126382 |              55678 |   3.696e-02 |           15.7387 ‖
‖       194 | 126692 |              56338 |   3.695e-02 |           15.7354 ‖
‖       195 | 127269 |              56752 |   3.694e-02 |           15.7353 ‖
‖       196 | 127622 |              57395 |   3.693e-02 |           15.7322 ‖
‖       197 | 128213 |              57774 |   3.692e-02 |           15.7314 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.032 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2657.vnnlib: unknown
--- Verification time: 20.0445 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (548/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1390.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1390.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1390.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.521e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1390.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (549/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_972.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_972.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_972.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.939e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_972.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (550/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3854.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3854.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3854.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.107e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3854.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (551/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4472.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4472.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4472.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.324e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.225e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.160e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.088e-02 |           88.8224 ‖
‖         5 |     14 |                  2 |   3.044e-02 |           78.0809 ‖
‖         6 |     22 |                  8 |   2.925e-02 |           63.6521 ‖
‖         7 |     34 |                 17 |   2.914e-02 |           50.2737 ‖
‖         8 |     50 |                 34 |   2.817e-02 |           36.4368 ‖
‖         9 |     74 |                 58 |   2.692e-02 |           25.0036 ‖
‖        10 |     94 |                105 |   2.654e-02 |           15.7167 ‖
‖        11 |    113 |                172 |   2.587e-02 |            9.3656 ‖
‖        12 |    135 |                253 |   2.556e-02 |            5.5609 ‖
‖        13 |    158 |                354 |   2.533e-02 |            3.3317 ‖
‖        14 |    174 |                486 |   2.438e-02 |            1.7313 ‖
‖        15 |    168 |                650 |   2.447e-02 |            0.8726 ‖
‖        16 |    174 |                801 |   2.372e-02 |            0.4217 ‖
‖        17 |    160 |                970 |   2.324e-02 |            0.1815 ‖
‖        18 |    125 |               1139 |   2.191e-02 |            0.0676 ‖
‖        19 |     81 |               1283 |   2.099e-02 |            0.0190 ‖
‖        20 |     49 |               1376 |   2.028e-02 |            0.0060 ‖
‖        21 |     31 |               1429 |   1.965e-02 |            0.0018 ‖
‖        22 |     18 |               1463 |   1.884e-02 |            0.0005 ‖
‖        23 |      7 |               1486 |   1.743e-02 |            0.0001 ‖
‖        24 |      3 |               1495 |   1.825e-02 |            0.0000 ‖
‖        25 |      1 |               1499 |   2.084e-02 |            0.0000 ‖
‖        26 |      1 |               1500 |   1.978e-02 |            0.0000 ‖
‖        27 |      0 |               1502 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.867 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4472.vnnlib: unsat
--- Verification time: 0.8785 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (552/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1059.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1059.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1059.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.856e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1059.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (553/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1618.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1618.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1618.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.293e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1618.vnnlib: sat
--- Verification time: 0.0194 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (554/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2030.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2030.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2030.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.107e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.071e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.934e-02 |           73.3005 ‖
‖         4 |      6 |                  1 |   2.927e-02 |           69.9392 ‖
‖         5 |     10 |                  3 |   2.859e-02 |           53.5792 ‖
‖         6 |     15 |                  7 |   2.846e-02 |           38.9997 ‖
‖         7 |     21 |                 16 |   2.642e-02 |           24.3981 ‖
‖         8 |     23 |                 32 |   2.705e-02 |           14.9517 ‖
‖         9 |     25 |                 52 |   2.550e-02 |            8.2660 ‖
‖        10 |     28 |                 73 |   2.597e-02 |            4.5904 ‖
‖        11 |     30 |                 99 |   2.553e-02 |            2.6311 ‖
‖        12 |     34 |                124 |   2.425e-02 |            1.2196 ‖
‖        13 |     28 |                161 |   2.148e-02 |            0.4546 ‖
‖        14 |     19 |                192 |   2.236e-02 |            0.1798 ‖
‖        15 |     18 |                210 |   2.103e-02 |            0.0750 ‖
‖        16 |     15 |                227 |   2.134e-02 |            0.0342 ‖
‖        17 |     14 |                241 |   2.160e-02 |            0.0156 ‖
‖        18 |     12 |                254 |   2.190e-02 |            0.0073 ‖
‖        19 |     10 |                266 |   2.100e-02 |            0.0034 ‖
‖        20 |      9 |                276 |   1.828e-02 |            0.0009 ‖
‖        21 |      4 |                287 |   2.113e-02 |            0.0004 ‖
‖        22 |      4 |                291 |   1.787e-02 |            0.0001 ‖
‖        23 |      1 |                296 |   2.044e-02 |            0.0000 ‖
‖        24 |      1 |                297 |   2.027e-02 |            0.0000 ‖
‖        25 |      1 |                298 |   1.932e-02 |            0.0000 ‖
‖        26 |      0 |                300 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.794 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2030.vnnlib: unsat
--- Verification time: 0.8086 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (555/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7671.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7671.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7671.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.713e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7671.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (556/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_12.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_12.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_12.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.302e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.167e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.053e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.962e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.870e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.770e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.668e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.586e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.505e-02 |           99.1179 ‖
‖        10 |    498 |                 13 |   3.423e-02 |           96.2625 ‖
‖        11 |    959 |                 47 |   3.365e-02 |           92.2154 ‖
‖        12 |   1804 |                155 |   3.290e-02 |           86.2289 ‖
‖        13 |   2544 |                426 |   3.222e-02 |           78.6326 ‖
‖        14 |   3503 |                468 |   3.196e-02 |           77.9640 ‖
‖        15 |   4275 |                711 |   3.159e-02 |           74.8004 ‖
‖        16 |   4948 |               1029 |   3.126e-02 |           71.1680 ‖
‖        17 |   5926 |               1055 |   3.100e-02 |           71.0431 ‖
‖        18 |   6797 |               1208 |   3.066e-02 |           68.5979 ‖
‖        19 |   7762 |               1256 |   3.039e-02 |           67.9225 ‖
‖        20 |   8657 |               1378 |   3.011e-02 |           67.1918 ‖
‖        21 |   9499 |               1548 |   2.983e-02 |           66.0765 ‖
‖        22 |  10501 |               1561 |   2.959e-02 |           66.0754 ‖
‖        23 |  11185 |               1895 |   2.927e-02 |           63.9337 ‖
‖        24 |  11912 |               2161 |   2.902e-02 |           62.7278 ‖
‖        25 |  12820 |               2257 |   2.880e-02 |           62.5200 ‖
‖        26 |  13748 |               2336 |   2.866e-02 |           62.4895 ‖
‖        27 |  14682 |               2415 |   2.849e-02 |           62.4776 ‖
‖        28 |  15425 |               2687 |   2.827e-02 |           61.2051 ‖
‖        29 |  16033 |               3088 |   2.808e-02 |           59.3446 ‖
‖        30 |  16779 |               3327 |   2.791e-02 |           59.0648 ‖
‖        31 |  17438 |               3666 |   2.777e-02 |           58.0503 ‖
‖        32 |  18176 |               3932 |   2.766e-02 |           57.4297 ‖
‖        33 |  18860 |               4247 |   2.752e-02 |           57.3661 ‖
‖        34 |  19424 |               4677 |   2.747e-02 |           57.1653 ‖
‖        35 |  20012 |               5071 |   2.745e-02 |           57.1655 ‖
‖        36 |  20448 |               5619 |   2.737e-02 |           56.9579 ‖
‖        37 |  20859 |               6189 |   2.738e-02 |           55.9262 ‖
‖        38 |  21391 |               6614 |   2.737e-02 |           55.8043 ‖
‖        39 |  22086 |               6910 |   2.733e-02 |           55.6951 ‖
‖        40 |  22889 |               7103 |   2.730e-02 |           55.6767 ‖
‖        41 |  23625 |               7355 |   2.723e-02 |           55.6736 ‖
‖        42 |  24036 |               7936 |   2.711e-02 |           54.6781 ‖
‖        43 |  24647 |               8285 |   2.707e-02 |           54.4438 ‖
‖        44 |  25185 |               8728 |   2.695e-02 |           54.1558 ‖
‖        45 |  25641 |               9241 |   2.689e-02 |           53.3007 ‖
‖        46 |  26230 |               9624 |   2.682e-02 |           53.2940 ‖
‖        47 |  26783 |              10064 |   2.676e-02 |           52.8236 ‖
‖        48 |  27502 |              10329 |   2.672e-02 |           52.8178 ‖
‖        49 |  28049 |              10773 |   2.664e-02 |           52.8170 ‖
‖        50 |  28609 |              11177 |   2.664e-02 |           52.4599 ‖
‖        51 |  29281 |              11496 |   2.664e-02 |           52.3981 ‖
‖        52 |  29811 |              11951 |   2.656e-02 |           52.3623 ‖
‖        53 |  30433 |              12311 |   2.657e-02 |           52.3310 ‖
‖        54 |  30984 |              12746 |   2.655e-02 |           52.3258 ‖
‖        55 |  31222 |              13482 |   2.649e-02 |           51.7278 ‖
‖        56 |  31738 |              13928 |   2.646e-02 |           51.5137 ‖
‖        57 |  32267 |              14381 |   2.639e-02 |           51.5133 ‖
‖        58 |  32409 |              15209 |   2.634e-02 |           50.1001 ‖
‖        59 |  32692 |              15843 |   2.629e-02 |           49.5511 ‖
‖        60 |  33122 |              16382 |   2.623e-02 |           49.1088 ‖
‖        61 |  33698 |              16786 |   2.620e-02 |           49.1012 ‖
‖        62 |  34116 |              17351 |   2.612e-02 |           48.8256 ‖
‖        63 |  34420 |              18027 |   2.608e-02 |           47.6504 ‖
‖        64 |  34920 |              18495 |   2.602e-02 |           47.6487 ‖
‖        65 |  35210 |              19185 |   2.600e-02 |           46.8290 ‖
‖        66 |  35553 |              19774 |   2.601e-02 |           46.3481 ‖
‖        67 |  35827 |              20439 |   2.600e-02 |           46.1898 ‖
‖        68 |  36400 |              20857 |   2.595e-02 |           46.1837 ‖
‖        69 |  36779 |              21452 |   2.592e-02 |           46.1306 ‖
‖        70 |  37212 |              22009 |   2.594e-02 |           45.9823 ‖
‖        71 |  37587 |              22592 |   2.596e-02 |           45.9555 ‖
‖        72 |  38133 |              23026 |   2.599e-02 |           45.9179 ‖
‖        73 |  38821 |              23328 |   2.601e-02 |           45.9059 ‖
‖        74 |  39303 |              23812 |   2.597e-02 |           45.8543 ‖
‖        75 |  39891 |              24198 |   2.594e-02 |           45.8490 ‖
‖        76 |  40263 |              24799 |   2.591e-02 |           44.7665 ‖
‖        77 |  40711 |              25315 |   2.591e-02 |           44.3874 ‖
‖        78 |  41267 |              25743 |   2.591e-02 |           43.9767 ‖
‖        79 |  41716 |              26260 |   2.588e-02 |           43.8418 ‖
‖        80 |  42164 |              26776 |   2.587e-02 |           43.6744 ‖
‖        81 |  42555 |              27363 |   2.583e-02 |           43.6709 ‖
‖        82 |  42906 |              27949 |   2.584e-02 |           43.5029 ‖
‖        83 |  43513 |              28326 |   2.585e-02 |           43.4518 ‖
‖        84 |  43998 |              28806 |   2.583e-02 |           43.4394 ‖
‖        85 |  44534 |              29245 |   2.582e-02 |           43.4329 ‖
‖        86 |  44994 |              29757 |   2.579e-02 |           43.4309 ‖
‖        87 |  45145 |              30513 |   2.576e-02 |           43.1420 ‖
‖        88 |  45556 |              31077 |   2.572e-02 |           43.1115 ‖
‖        89 |  46098 |              31489 |   2.573e-02 |           43.0443 ‖
‖        90 |  46584 |              31984 |   2.571e-02 |           43.0435 ‖
‖        91 |  46858 |              32659 |   2.568e-02 |           42.9397 ‖
‖        92 |  47309 |              33168 |   2.564e-02 |           42.9388 ‖
‖        93 |  47483 |              33947 |   2.560e-02 |           42.2472 ‖
‖        94 |  47869 |              34515 |   2.558e-02 |           42.1448 ‖
‖        95 |  48397 |              34960 |   2.557e-02 |           42.1205 ‖
‖        96 |  48684 |              35642 |   2.554e-02 |           42.1194 ‖
‖        97 |  48879 |              36395 |   2.553e-02 |           41.6813 ‖
‖        98 |  49191 |              37033 |   2.551e-02 |           41.6114 ‖
‖        99 |  49535 |              37652 |   2.551e-02 |           41.5860 ‖
‖       100 |  50057 |              38105 |   2.552e-02 |           41.5719 ‖
‖       101 |  50474 |              38648 |   2.551e-02 |           41.5685 ‖
‖       102 |  50855 |              39243 |   2.548e-02 |           41.5667 ‖
‖       103 |  51119 |              39960 |   2.545e-02 |           41.4257 ‖
‖       104 |  51335 |              40693 |   2.545e-02 |           40.9107 ‖
‖       105 |  51661 |              41304 |   2.545e-02 |           40.7533 ‖
‖       106 |  52102 |              41838 |   2.545e-02 |           40.5096 ‖
‖       107 |  52526 |              42374 |   2.546e-02 |           40.4066 ‖
‖       108 |  52707 |              43155 |   2.545e-02 |           40.3255 ‖
‖       109 |  52942 |              43883 |   2.543e-02 |           40.3254 ‖
‖       110 |  53351 |              44434 |   2.543e-02 |           40.1597 ‖
‖       111 |  53887 |              44883 |   2.543e-02 |           40.1089 ‖
‖       112 |  54216 |              45516 |   2.544e-02 |           40.0755 ‖
‖       113 |  54637 |              46070 |   2.544e-02 |           40.0564 ‖
‖       114 |  54734 |              46906 |   2.542e-02 |           39.8066 ‖
‖       115 |  54877 |              47721 |   2.540e-02 |           39.8010 ‖
‖       116 |  55258 |              48284 |   2.539e-02 |           39.6913 ‖
‖       117 |  55702 |              48793 |   2.539e-02 |           39.6820 ‖
‖       118 |  56084 |              49383 |   2.538e-02 |           39.6778 ‖
‖       119 |  56391 |              50051 |   2.535e-02 |           39.6765 ‖
‖       120 |  56310 |              51038 |   2.533e-02 |           38.8829 ‖
‖       121 |  56407 |              51894 |   2.531e-02 |           38.4342 ‖
‖       122 |  56513 |              52711 |   2.530e-02 |           38.3118 ‖
‖       123 |  56783 |              53381 |   2.529e-02 |           38.0144 ‖
‖       124 |  57083 |              54021 |   2.526e-02 |           38.0098 ‖
‖       125 |  57652 |              54425 |   2.525e-02 |           37.9995 ‖
‖       126 |  58137 |              54925 |   2.523e-02 |           37.9895 ‖
‖       127 |  58324 |              55687 |   2.522e-02 |           37.8650 ‖
‖       128 |  58426 |              56536 |   2.519e-02 |           37.6813 ‖
‖       129 |  58399 |              57511 |   2.518e-02 |           36.9439 ‖
‖       130 |  58272 |              58473 |   2.520e-02 |           36.8477 ‖
‖       131 |  58580 |              59145 |   2.520e-02 |           36.8362 ‖
‖       132 |  58655 |              60022 |   2.520e-02 |           36.4391 ‖
‖       133 |  58821 |              60793 |   2.519e-02 |           35.9205 ‖
‖       134 |  59150 |              61432 |   2.519e-02 |           35.4027 ‖
‖       135 |  59439 |              62104 |   2.519e-02 |           35.0945 ‖
‖       136 |  59736 |              62763 |   2.518e-02 |           34.9627 ‖
‖       137 |  60134 |              63302 |   2.516e-02 |           34.9545 ‖
‖       138 |  60653 |              63772 |   2.514e-02 |           34.9477 ‖
‖       139 |  60898 |              64480 |   2.513e-02 |           34.9147 ‖
‖       140 |  61178 |              65160 |   2.512e-02 |           34.8999 ‖
‖       141 |  61282 |              66013 |   2.512e-02 |           34.6144 ‖
‖       142 |  61470 |              66746 |   2.513e-02 |           34.4763 ‖
‖       143 |  61868 |              67298 |   2.514e-02 |           34.3592 ‖
‖       144 |  62194 |              67908 |   2.515e-02 |           34.2517 ‖
‖       145 |  62747 |              68332 |   2.515e-02 |           34.1570 ‖
‖       146 |  63264 |              68780 |   2.516e-02 |           34.1156 ‖
‖       147 |  63808 |              69217 |   2.517e-02 |           34.0896 ‖
‖       148 |  64117 |              69875 |   2.517e-02 |           34.0828 ‖
‖       149 |  64420 |              70524 |   2.515e-02 |           34.0718 ‖
‖       150 |  64613 |              71243 |   2.515e-02 |           34.0682 ‖
‖       151 |  64954 |              71852 |   2.514e-02 |           34.0632 ‖
‖       152 |  65277 |              72479 |   2.512e-02 |           34.0406 ‖
‖       153 |  65347 |              73353 |   2.511e-02 |           33.2496 ‖
‖       154 |  65515 |              74088 |   2.511e-02 |           33.0339 ‖
‖       155 |  65839 |              74732 |   2.510e-02 |           32.5340 ‖
‖       156 |  66055 |              75468 |   2.509e-02 |           32.2413 ‖
‖       157 |  66451 |              76031 |   2.510e-02 |           31.9412 ‖
‖       158 |  66570 |              76840 |   2.510e-02 |           31.7058 ‖
‖       159 |  66811 |              77570 |   2.508e-02 |           31.7033 ‖
‖       160 |  66978 |              78343 |   2.507e-02 |           31.4529 ‖
‖       161 |  67288 |              79000 |   2.508e-02 |           31.2777 ‖
‖       162 |  67393 |              79826 |   2.507e-02 |           31.2761 ‖
‖       163 |  67714 |              80456 |   2.506e-02 |           31.2737 ‖
‖       164 |  68041 |              81066 |   2.505e-02 |           31.0604 ‖
‖       165 |  68418 |              81644 |   2.505e-02 |           30.9572 ‖
‖       166 |  68878 |              82154 |   2.504e-02 |           30.8318 ‖
‖       167 |  69276 |              82722 |   2.504e-02 |           30.7846 ‖
‖       168 |  69551 |              83398 |   2.504e-02 |           30.7270 ‖
‖       169 |  69662 |              84226 |   2.503e-02 |           30.7192 ‖
‖       170 |  70025 |              84803 |   2.504e-02 |           30.6839 ‖
‖       171 |  70307 |              85447 |   2.504e-02 |           30.6695 ‖
‖       172 |  70500 |              86199 |   2.504e-02 |           30.6655 ‖
‖       173 |  70634 |              86998 |   2.502e-02 |           30.6086 ‖
‖       174 |  70842 |              87730 |   2.501e-02 |           30.5840 ‖
‖       175 |  71079 |              88422 |   2.500e-02 |           30.5680 ‖
‖       176 |  71364 |              89090 |   2.498e-02 |           30.5627 ‖
‖       177 |  71893 |              89539 |   2.498e-02 |           30.4976 ‖
‖       178 |  72430 |              89988 |   2.497e-02 |           30.4829 ‖
‖       179 |  72837 |              90537 |   2.497e-02 |           30.4744 ‖
‖       180 |  73057 |              91257 |   2.497e-02 |           30.4738 ‖
‖       181 |  73147 |              92099 |   2.495e-02 |           30.4628 ‖
‖       182 |  73122 |              93030 |   2.495e-02 |           30.4623 ‖
‖       183 |  73307 |              93797 |   2.494e-02 |           30.4616 ‖
‖       184 |  73295 |              94732 |   2.493e-02 |           30.1774 ‖
‖       185 |  73410 |              95534 |   2.492e-02 |           30.0882 ‖
‖       186 |  73749 |              96154 |   2.491e-02 |           30.0275 ‖
‖       187 |  73991 |              96853 |   2.489e-02 |           30.0023 ‖
‖       188 |  74342 |              97462 |   2.489e-02 |           29.9737 ‖
‖       189 |  74345 |              98375 |   2.489e-02 |           29.9688 ‖
‖       190 |  74372 |              99287 |   2.488e-02 |           29.9679 ‖
‖       191 |  74373 |             100215 |   2.488e-02 |           29.6606 ‖
‖       192 |  74530 |             100992 |   2.487e-02 |           29.5508 ‖
‖       193 |  74660 |             101797 |   2.486e-02 |           29.5354 ‖
‖       194 |  74854 |             102546 |   2.486e-02 |           29.4794 ‖
‖       195 |  74959 |             103374 |   2.485e-02 |           29.4580 ‖
‖       196 |  75213 |             104067 |   2.486e-02 |           29.4313 ‖
‖       197 |  75566 |             104657 |   2.487e-02 |           29.4087 ‖
‖       198 |  75967 |             105210 |   2.487e-02 |           29.3873 ‖
‖       199 |  76288 |             105838 |   2.487e-02 |           29.3755 ‖
‖       200 |  76615 |             106466 |   2.486e-02 |           29.3713 ‖
‖       201 |  76742 |             107255 |   2.486e-02 |           29.2754 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.038 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_12.vnnlib: unknown
--- Verification time: 20.0533 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (557/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6521.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6521.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6521.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.707e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6521.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (558/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7031.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7031.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7031.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.977e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.799e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.670e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.507e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.431e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.327e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.185e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.063e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.955e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.825e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.674e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   4.552e-02 |           99.9998 ‖
‖        13 |   3072 |                  0 |   4.484e-02 |           99.9998 ‖
‖        14 |   4096 |                  0 |   4.438e-02 |           99.9998 ‖
‖        15 |   5120 |                  0 |   4.400e-02 |           99.9998 ‖
‖        16 |   6144 |                  0 |   4.358e-02 |           99.9999 ‖
‖        17 |   7168 |                  0 |   4.321e-02 |          100.0000 ‖
‖        18 |   8192 |                  0 |   4.287e-02 |          100.0007 ‖
‖        19 |   9216 |                  0 |   4.256e-02 |          100.0008 ‖
‖        20 |  10240 |                  0 |   4.227e-02 |          100.0007 ‖
‖        21 |  11264 |                  0 |   4.197e-02 |          100.0002 ‖
‖        22 |  12288 |                  0 |   4.169e-02 |          100.0009 ‖
‖        23 |  13312 |                  0 |   4.144e-02 |          100.0019 ‖
‖        24 |  14336 |                  0 |   4.115e-02 |          100.0022 ‖
‖        25 |  15358 |                  2 |   4.088e-02 |           99.9832 ‖
‖        26 |  16382 |                  2 |   4.062e-02 |           99.9832 ‖
‖        27 |  17406 |                  2 |   4.031e-02 |           99.9833 ‖
‖        28 |  18430 |                  2 |   4.007e-02 |           99.9834 ‖
‖        29 |  19454 |                  2 |   3.984e-02 |           99.9838 ‖
‖        30 |  20478 |                  2 |   3.956e-02 |           99.9843 ‖
‖        31 |  21502 |                  2 |   3.931e-02 |           99.9846 ‖
‖        32 |  22526 |                  2 |   3.909e-02 |           99.9843 ‖
‖        33 |  23550 |                  2 |   3.887e-02 |           99.9844 ‖
‖        34 |  24574 |                  2 |   3.866e-02 |           99.9850 ‖
‖        35 |  25598 |                  2 |   3.846e-02 |           99.9848 ‖
‖        36 |  26622 |                  2 |   3.821e-02 |           99.9845 ‖
‖        37 |  27646 |                  2 |   3.802e-02 |           99.9851 ‖
‖        38 |  28670 |                  2 |   3.784e-02 |           99.9843 ‖
‖        39 |  29694 |                  2 |   3.759e-02 |           99.9840 ‖
‖        40 |  30718 |                  2 |   3.742e-02 |           99.9843 ‖
‖        41 |  31742 |                  2 |   3.724e-02 |           99.9848 ‖
‖        42 |  32766 |                  2 |   3.699e-02 |           99.9847 ‖
‖        43 |  33790 |                  2 |   3.682e-02 |           99.9847 ‖
‖        44 |  34814 |                  2 |   3.666e-02 |           99.9847 ‖
‖        45 |  35835 |                  5 |   3.641e-02 |           99.9847 ‖
‖        46 |  36838 |                 25 |   3.628e-02 |           99.9848 ‖
‖        47 |  37784 |                101 |   3.616e-02 |           99.9844 ‖
‖        48 |  38609 |                284 |   3.599e-02 |           99.9849 ‖
‖        49 |  39354 |                535 |   3.595e-02 |           99.9850 ‖
‖        50 |  40061 |                827 |   3.592e-02 |           99.9852 ‖
‖        51 |  40769 |               1107 |   3.579e-02 |           99.9849 ‖
‖        52 |  41536 |               1329 |   3.572e-02 |           99.8847 ‖
‖        53 |  42430 |               1452 |   3.560e-02 |           99.8076 ‖
‖        54 |  43348 |               1546 |   3.539e-02 |           99.8075 ‖
‖        55 |  44285 |               1628 |   3.532e-02 |           99.8077 ‖
‖        56 |  45132 |               1792 |   3.529e-02 |           99.8079 ‖
‖        57 |  45977 |               1947 |   3.520e-02 |           99.8083 ‖
‖        58 |  46879 |               2051 |   3.520e-02 |           99.8088 ‖
‖        59 |  47871 |               2075 |   3.518e-02 |           99.8093 ‖
‖        60 |  48889 |               2079 |   3.506e-02 |           99.8090 ‖
‖        61 |  49913 |               2079 |   3.504e-02 |           99.8088 ‖
‖        62 |  50937 |               2079 |   3.501e-02 |           99.8089 ‖
‖        63 |  51961 |               2079 |   3.488e-02 |           99.8093 ‖
‖        64 |  52985 |               2079 |   3.485e-02 |           99.8096 ‖
‖        65 |  54009 |               2079 |   3.481e-02 |           99.8101 ‖
‖        66 |  55033 |               2079 |   3.467e-02 |           99.8103 ‖
‖        67 |  56057 |               2079 |   3.461e-02 |           99.8106 ‖
‖        68 |  57081 |               2079 |   3.455e-02 |           99.8109 ‖
‖        69 |  58105 |               2079 |   3.441e-02 |           99.8110 ‖
‖        70 |  59129 |               2079 |   3.437e-02 |           99.8104 ‖
‖        71 |  60150 |               2082 |   3.433e-02 |           99.8101 ‖
‖        72 |  61142 |               2113 |   3.420e-02 |           99.8101 ‖
‖        73 |  62118 |               2157 |   3.417e-02 |           99.8099 ‖
‖        74 |  63042 |               2251 |   3.416e-02 |           99.8105 ‖
‖        75 |  63952 |               2353 |   3.405e-02 |           99.8104 ‖
‖        76 |  64851 |               2465 |   3.404e-02 |           99.8104 ‖
‖        77 |  65792 |               2539 |   3.402e-02 |           99.8102 ‖
‖        78 |  66762 |               2583 |   3.390e-02 |           99.8035 ‖
‖        79 |  67770 |               2597 |   3.388e-02 |           99.7945 ‖
‖        80 |  68791 |               2600 |   3.386e-02 |           99.7935 ‖
‖        81 |  69813 |               2601 |   3.373e-02 |           99.7935 ‖
‖        82 |  70833 |               2605 |   3.370e-02 |           99.7921 ‖
‖        83 |  71821 |               2640 |   3.367e-02 |           99.7919 ‖
‖        84 |  72757 |               2717 |   3.354e-02 |           99.7919 ‖
‖        85 |  73667 |               2817 |   3.351e-02 |           99.7912 ‖
‖        86 |  74572 |               2922 |   3.347e-02 |           99.7910 ‖
‖        87 |  75525 |               2984 |   3.335e-02 |           99.7910 ‖
‖        88 |  76498 |               3032 |   3.334e-02 |           99.7899 ‖
‖        89 |  77456 |               3094 |   3.331e-02 |           99.7897 ‖
‖        90 |  78380 |               3190 |   3.319e-02 |           99.7897 ‖
‖        91 |  79282 |               3300 |   3.317e-02 |           99.7897 ‖
‖        92 |  80200 |               3391 |   3.314e-02 |           99.7901 ‖
‖        93 |  81128 |               3477 |   3.301e-02 |           99.7901 ‖
‖        94 |  82094 |               3532 |   3.294e-02 |           99.7906 ‖
‖        95 |  83074 |               3572 |   3.287e-02 |           99.7905 ‖
‖        96 |  84077 |               3591 |   3.272e-02 |           99.7905 ‖
‖        97 |  85074 |               3617 |   3.267e-02 |           99.7904 ‖
‖        98 |  86017 |               3694 |   3.263e-02 |           99.7903 ‖
‖        99 |  86793 |               3922 |   3.252e-02 |           99.7903 ‖
‖       100 |  87360 |               4337 |   3.255e-02 |           99.7903 ‖
‖       101 |  87759 |               4889 |   3.261e-02 |           99.7903 ‖
‖       102 |  88231 |               5358 |   3.258e-02 |           99.7903 ‖
‖       103 |  89049 |               5522 |   3.257e-02 |           99.7872 ‖
‖       104 |  90013 |               5563 |   3.253e-02 |           99.7874 ‖
‖       105 |  91031 |               5566 |   3.241e-02 |           99.7874 ‖
‖       106 |  92053 |               5568 |   3.239e-02 |           99.7872 ‖
‖       107 |  93077 |               5568 |   3.237e-02 |           99.7872 ‖
‖       108 |  94101 |               5568 |   3.224e-02 |           99.7872 ‖
‖       109 |  95125 |               5568 |   3.222e-02 |           99.7872 ‖
‖       110 |  96149 |               5568 |   3.219e-02 |           99.7872 ‖
‖       111 |  97173 |               5568 |   3.206e-02 |           99.7873 ‖
‖       112 |  98197 |               5568 |   3.200e-02 |           99.7873 ‖
‖       113 |  99215 |               5574 |   3.193e-02 |           99.7872 ‖
‖       114 | 100219 |               5592 |   3.181e-02 |           99.7872 ‖
‖       115 | 101202 |               5631 |   3.178e-02 |           99.7872 ‖
‖       116 | 102072 |               5764 |   3.177e-02 |           99.7873 ‖
‖       117 | 102915 |               5912 |   3.167e-02 |           99.7873 ‖
‖       118 | 103673 |               6162 |   3.167e-02 |           99.7871 ‖
‖       119 | 104327 |               6459 |   3.169e-02 |           99.7871 ‖
‖       120 | 105028 |               6740 |   3.162e-02 |           99.7872 ‖
‖       121 | 105928 |               6845 |   3.158e-02 |           99.7873 ‖
‖       122 | 106856 |               6933 |   3.153e-02 |           99.7871 ‖
‖       123 | 107845 |               6962 |   3.148e-02 |           99.7872 ‖
‖       124 | 108824 |               7000 |   3.146e-02 |           99.7872 ‖
‖       125 | 109694 |               7138 |   3.141e-02 |           99.7873 ‖
‖       126 | 110602 |               7245 |   3.139e-02 |           99.7872 ‖
‖       127 | 111464 |               7398 |   3.137e-02 |           99.7872 ‖
‖       128 | 112266 |               7608 |   3.131e-02 |           99.7873 ‖
‖       129 | 113122 |               7764 |   3.127e-02 |           99.7872 ‖
‖       130 | 113768 |               8124 |   3.124e-02 |           99.6685 ‖
‖       131 | 114499 |               8389 |   3.125e-02 |           99.6600 ‖
‖       132 | 115115 |               8748 |   3.122e-02 |           99.6069 ‖
‖       133 | 115658 |               9185 |   3.121e-02 |           99.3660 ‖
‖       134 | 116251 |               9560 |   3.122e-02 |           99.2232 ‖
‖       135 | 116877 |               9912 |   3.115e-02 |           99.2232 ‖
‖       136 | 117554 |              10211 |   3.107e-02 |           99.2231 ‖
‖       137 | 118334 |              10412 |   3.105e-02 |           99.2232 ‖
‖       138 | 119258 |              10491 |   3.106e-02 |           99.1739 ‖
‖       139 | 120265 |              10506 |   3.109e-02 |           99.1596 ‖
‖       140 | 121179 |              10615 |   3.110e-02 |           99.1252 ‖
‖       141 | 122149 |              10653 |   3.110e-02 |           99.1224 ‖
‖       142 | 123173 |              10653 |   3.112e-02 |           99.1201 ‖
‖       143 | 124011 |              10836 |   3.111e-02 |           99.1200 ‖
‖       144 | 124903 |              10946 |   3.110e-02 |           99.1201 ‖
‖       145 | 125918 |              10953 |   3.108e-02 |           99.1202 ‖
‖       146 | 126933 |              10960 |   3.106e-02 |           99.1202 ‖
‖       147 | 127955 |              10962 |   3.107e-02 |           99.1202 ‖
‖       148 | 128921 |              11014 |   3.107e-02 |           99.1201 ‖
‖       149 | 129939 |              11017 |   3.105e-02 |           99.1200 ‖
‖       150 | 130963 |              11017 |   3.105e-02 |           99.1201 ‖
‖       151 | 131975 |              11028 |   3.103e-02 |           99.1202 ‖
‖       152 | 132999 |              11028 |   3.099e-02 |           99.1202 ‖
‖       153 | 134023 |              11028 |   3.096e-02 |           99.1201 ‖
‖       154 | 135047 |              11028 |   3.092e-02 |           99.1200 ‖
‖       155 | 136069 |              11030 |   3.090e-02 |           99.1186 ‖
‖       156 | 137093 |              11030 |   3.091e-02 |           99.1186 ‖
‖       157 | 138117 |              11030 |   3.090e-02 |           99.1187 ‖
‖       158 | 139141 |              11030 |   3.089e-02 |           99.1183 ‖
‖       159 | 140165 |              11030 |   3.091e-02 |           99.1142 ‖
‖       160 | 141189 |              11030 |   3.089e-02 |           99.1143 ‖
‖       161 | 142213 |              11030 |   3.086e-02 |           99.1143 ‖
‖       162 | 143237 |              11030 |   3.083e-02 |           99.1144 ‖
‖       163 | 144260 |              11031 |   3.080e-02 |           99.1143 ‖
‖       164 | 145279 |              11036 |   3.078e-02 |           99.1143 ‖
‖       165 | 146301 |              11038 |   3.078e-02 |           99.1143 ‖
‖       166 | 147302 |              11058 |   3.075e-02 |           99.1142 ‖
‖       167 | 148261 |              11122 |   3.073e-02 |           99.1144 ‖
‖       168 | 149163 |              11236 |   3.074e-02 |           99.1143 ‖
‖       169 | 150055 |              11356 |   3.072e-02 |           99.1143 ‖
‖       170 | 151034 |              11390 |   3.067e-02 |           99.1142 ‖
‖       171 | 152051 |              11396 |   3.063e-02 |           99.1143 ‖
‖       172 | 153073 |              11398 |   3.060e-02 |           99.1144 ‖
‖       173 | 154097 |              11398 |   3.060e-02 |           99.1143 ‖
‖       174 | 155117 |              11402 |   3.060e-02 |           99.1142 ‖
‖       175 | 156126 |              11416 |   3.058e-02 |           99.1143 ‖
‖       176 | 157118 |              11445 |   3.057e-02 |           99.1143 ‖
‖       177 | 158125 |              11462 |   3.057e-02 |           99.1143 ‖
‖       178 | 159138 |              11473 |   3.055e-02 |           99.1143 ‖
‖       179 | 160149 |              11485 |   3.051e-02 |           99.1143 ‖
‖       180 | 161152 |              11503 |   3.047e-02 |           99.1143 ‖
‖       181 | 162092 |              11586 |   3.044e-02 |           99.1143 ‖
‖       182 | 162977 |              11719 |   3.043e-02 |           99.1137 ‖
‖       183 | 163802 |              11905 |   3.045e-02 |           99.1138 ‖
‖       184 | 164728 |              11990 |   3.043e-02 |           99.1138 ‖
‖       185 | 165720 |              12019 |   3.042e-02 |           99.1138 ‖
‖       186 | 166713 |              12046 |   3.042e-02 |           99.1137 ‖
‖       187 | 167674 |              12106 |   3.040e-02 |           99.1138 ‖
‖       188 | 168527 |              12257 |   3.036e-02 |           99.1138 ‖
‖       189 | 169310 |              12463 |   3.033e-02 |           99.1138 ‖
‖       190 | 169988 |              12770 |   3.031e-02 |           99.1138 ‖
‖       191 | 170589 |              13159 |   3.032e-02 |           99.1138 ‖
‖       192 | 171179 |              13554 |   3.033e-02 |           99.1138 ‖
‖       193 | 171761 |              13940 |   3.033e-02 |           99.1138 ‖
‖       194 | 172361 |              14316 |   3.034e-02 |           99.1137 ‖
‖       195 | 173079 |              14593 |   3.036e-02 |           99.1138 ‖
‖       196 | 173795 |              14874 |   3.035e-02 |           99.1138 ‖
‖       197 | 174598 |              15059 |   3.033e-02 |           99.1134 ‖
‖       198 | 175494 |              15169 |   3.030e-02 |           99.1133 ‖
‖       199 | 176459 |              15221 |   3.028e-02 |           99.1133 ‖
‖       200 | 177453 |              15250 |   3.029e-02 |           99.1133 ‖
‖       201 | 178449 |              15273 |   3.030e-02 |           99.1133 ‖
‖       202 | 179395 |              15346 |   3.028e-02 |           99.1131 ‖
‖       203 | 180342 |              15414 |   3.029e-02 |           99.1127 ‖
‖       204 | 181328 |              15445 |   3.027e-02 |           99.1123 ‖
‖       205 | 182303 |              15489 |   3.024e-02 |           99.1082 ‖
‖       206 | 183276 |              15535 |   3.021e-02 |           99.1083 ‖
‖       207 | 184208 |              15619 |   3.018e-02 |           99.1083 ‖
‖       208 | 185136 |              15704 |   3.017e-02 |           99.0671 ‖
‖       209 | 186078 |              15774 |   3.018e-02 |           99.0633 ‖
‖       210 | 187036 |              15835 |   3.016e-02 |           99.0630 ‖
‖       211 | 187998 |              15889 |   3.016e-02 |           99.0630 ‖
‖       212 | 188965 |              15944 |   3.016e-02 |           99.0631 ‖
‖       213 | 189944 |              15984 |   3.014e-02 |           99.0631 ‖
‖       214 | 190900 |              16047 |   3.011e-02 |           99.0630 ‖
‖       215 | 191864 |              16099 |   3.008e-02 |           99.0631 ‖
‖       216 | 192810 |              16172 |   3.004e-02 |           99.0631 ‖
‖       217 | 193747 |              16255 |   3.003e-02 |           99.0630 ‖
‖       218 | 194680 |              16338 |   3.004e-02 |           99.0631 ‖
‖       219 | 195498 |              16535 |   3.002e-02 |           99.0631 ‖
‖       220 | 196225 |              16806 |   3.001e-02 |           99.0631 ‖
‖       221 | 196940 |              17088 |   3.003e-02 |           99.0630 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.114 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7031.vnnlib: unknown
--- Verification time: 20.1320 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (559/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5280.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5280.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5280.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.520e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.389e-02 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5280.vnnlib: sat
--- Verification time: 0.0331 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (560/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4533.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4533.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4533.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.460e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4533.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (561/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2951.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2951.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2951.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.999e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2951.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (562/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2991.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2991.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2991.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.430e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2991.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (563/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_966.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_966.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_966.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.324e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_966.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (564/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6420.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6420.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6420.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.584e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6420.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (565/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4168.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4168.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4168.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.717e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4168.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (566/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6557.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6557.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6557.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.309e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6557.vnnlib: sat
--- Verification time: 0.0165 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (567/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7471.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7471.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7471.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.956e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.881e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.664e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.506e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.390e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.268e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.142e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.026e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.917e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.825e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.737e-02 |           99.9812 ‖
‖        12 |   2042 |                  6 |   3.641e-02 |           99.5791 ‖
‖        13 |   3036 |                 36 |   3.575e-02 |           98.7203 ‖
‖        14 |   4040 |                 55 |   3.530e-02 |           98.1147 ‖
‖        15 |   5048 |                 71 |   3.497e-02 |           97.8163 ‖
‖        16 |   5928 |                213 |   3.450e-02 |           95.7233 ‖
‖        17 |   6949 |                215 |   3.413e-02 |           95.6954 ‖
‖        18 |   7957 |                231 |   3.383e-02 |           95.4508 ‖
‖        19 |   8966 |                243 |   3.353e-02 |           95.2841 ‖
‖        20 |   9929 |                302 |   3.323e-02 |           94.4728 ‖
‖        21 |  10933 |                319 |   3.294e-02 |           94.2640 ‖
‖        22 |  11924 |                352 |   3.262e-02 |           93.8952 ‖
‖        23 |  12914 |                385 |   3.240e-02 |           93.5271 ‖
‖        24 |  13793 |                525 |   3.216e-02 |           93.0418 ‖
‖        25 |  14453 |                883 |   3.191e-02 |           90.8327 ‖
‖        26 |  15278 |               1060 |   3.173e-02 |           90.1230 ‖
‖        27 |  16188 |               1165 |   3.158e-02 |           89.7481 ‖
‖        28 |  17118 |               1258 |   3.151e-02 |           89.5244 ‖
‖        29 |  18060 |               1336 |   3.140e-02 |           89.4930 ‖
‖        30 |  18931 |               1480 |   3.128e-02 |           89.3062 ‖
‖        31 |  19827 |               1606 |   3.117e-02 |           89.2148 ‖
‖        32 |  20691 |               1763 |   3.111e-02 |           89.1711 ‖
‖        33 |  21478 |               1994 |   3.099e-02 |           88.7801 ‖
‖        34 |  22367 |               2124 |   3.092e-02 |           88.7127 ‖
‖        35 |  23219 |               2290 |   3.082e-02 |           88.7064 ‖
‖        36 |  24034 |               2489 |   3.070e-02 |           88.3618 ‖
‖        37 |  24900 |               2639 |   3.064e-02 |           88.1424 ‖
‖        38 |  25718 |               2841 |   3.053e-02 |           87.6339 ‖
‖        39 |  26502 |               3074 |   3.042e-02 |           87.3613 ‖
‖        40 |  27335 |               3260 |   3.030e-02 |           87.1391 ‖
‖        41 |  28181 |               3415 |   3.026e-02 |           87.0512 ‖
‖        42 |  29035 |               3574 |   3.019e-02 |           86.9585 ‖
‖        43 |  29937 |               3690 |   3.017e-02 |           86.8397 ‖
‖        44 |  30748 |               3898 |   3.011e-02 |           86.6799 ‖
‖        45 |  31528 |               4126 |   3.008e-02 |           86.3138 ‖
‖        46 |  32235 |               4430 |   3.001e-02 |           85.8174 ‖
‖        47 |  32925 |               4753 |   2.999e-02 |           85.2281 ‖
‖        48 |  33464 |               5204 |   2.995e-02 |           84.9185 ‖
‖        49 |  34094 |               5582 |   2.987e-02 |           84.8609 ‖
‖        50 |  34681 |               6005 |   2.985e-02 |           84.4802 ‖
‖        51 |  34923 |               6751 |   2.982e-02 |           83.1436 ‖
‖        52 |  35414 |               7221 |   2.980e-02 |           82.5842 ‖
‖        53 |  35994 |               7643 |   2.974e-02 |           82.0167 ‖
‖        54 |  36642 |               7994 |   2.970e-02 |           81.6418 ‖
‖        55 |  37319 |               8315 |   2.966e-02 |           81.5822 ‖
‖        56 |  37680 |               8950 |   2.961e-02 |           80.9429 ‖
‖        57 |  38103 |               9499 |   2.957e-02 |           80.9150 ‖
‖        58 |  38528 |              10073 |   2.953e-02 |           80.6242 ‖
‖        59 |  39084 |              10525 |   2.951e-02 |           79.9336 ‖
‖        60 |  39653 |              10945 |   2.950e-02 |           79.7555 ‖
‖        61 |  40337 |              11262 |   2.947e-02 |           79.6824 ‖
‖        62 |  41065 |              11540 |   2.945e-02 |           79.6527 ‖
‖        63 |  41625 |              11981 |   2.941e-02 |           79.6318 ‖
‖        64 |  42150 |              12449 |   2.937e-02 |           79.4084 ‖
‖        65 |  42614 |              12992 |   2.935e-02 |           79.3262 ‖
‖        66 |  43114 |              13475 |   2.932e-02 |           79.3097 ‖
‖        67 |  43677 |              13910 |   2.930e-02 |           79.2050 ‖
‖        68 |  44290 |              14290 |   2.927e-02 |           79.1853 ‖
‖        69 |  44788 |              14771 |   2.926e-02 |           79.0122 ‖
‖        70 |  45302 |              15256 |   2.923e-02 |           78.7938 ‖
‖        71 |  45921 |              15643 |   2.925e-02 |           78.6005 ‖
‖        72 |  46489 |              16066 |   2.925e-02 |           78.3650 ‖
‖        73 |  47182 |              16373 |   2.926e-02 |           78.1054 ‖
‖        74 |  47844 |              16712 |   2.925e-02 |           78.0356 ‖
‖        75 |  48555 |              17004 |   2.924e-02 |           77.9006 ‖
‖        76 |  49332 |              17240 |   2.924e-02 |           77.7803 ‖
‖        77 |  49828 |              17751 |   2.920e-02 |           77.7504 ‖
‖        78 |  50378 |              18189 |   2.920e-02 |           77.6956 ‖
‖        79 |  50760 |              18798 |   2.917e-02 |           77.6743 ‖
‖        80 |  51137 |              19389 |   2.913e-02 |           77.3960 ‖
‖        81 |  51646 |              19853 |   2.912e-02 |           77.2597 ‖
‖        82 |  52111 |              20372 |   2.908e-02 |           77.2488 ‖
‖        83 |  52678 |              20764 |   2.907e-02 |           77.1242 ‖
‖        84 |  53329 |              21117 |   2.906e-02 |           77.0771 ‖
‖        85 |  53715 |              21707 |   2.903e-02 |           76.9926 ‖
‖        86 |  54104 |              22294 |   2.900e-02 |           76.7338 ‖
‖        87 |  54610 |              22767 |   2.897e-02 |           76.5105 ‖
‖        88 |  55114 |              23227 |   2.894e-02 |           76.2392 ‖
‖        89 |  55606 |              23713 |   2.892e-02 |           76.0497 ‖
‖        90 |  55992 |              24296 |   2.889e-02 |           76.0319 ‖
‖        91 |  56402 |              24863 |   2.886e-02 |           75.9160 ‖
‖        92 |  56882 |              25368 |   2.883e-02 |           75.8564 ‖
‖        93 |  57374 |              25840 |   2.880e-02 |           75.7576 ‖
‖        94 |  57842 |              26354 |   2.877e-02 |           75.6741 ‖
‖        95 |  58384 |              26778 |   2.876e-02 |           75.5535 ‖
‖        96 |  58975 |              27184 |   2.874e-02 |           75.3629 ‖
‖        97 |  59633 |              27519 |   2.872e-02 |           75.0928 ‖
‖        98 |  60148 |              27999 |   2.870e-02 |           75.0212 ‖
‖        99 |  60857 |              28290 |   2.871e-02 |           74.8539 ‖
‖       100 |  61446 |              28707 |   2.871e-02 |           74.7705 ‖
‖       101 |  61826 |              29304 |   2.869e-02 |           74.6724 ‖
‖       102 |  62241 |              29876 |   2.868e-02 |           74.6123 ‖
‖       103 |  62643 |              30452 |   2.866e-02 |           74.4451 ‖
‖       104 |  63023 |              31066 |   2.863e-02 |           74.0967 ‖
‖       105 |  63422 |              31641 |   2.863e-02 |           73.9044 ‖
‖       106 |  63740 |              32296 |   2.861e-02 |           73.7132 ‖
‖       107 |  64142 |              32870 |   2.859e-02 |           73.5850 ‖
‖       108 |  64567 |              33409 |   2.857e-02 |           73.3654 ‖
‖       109 |  64852 |              34083 |   2.855e-02 |           73.0646 ‖
‖       110 |  65234 |              34685 |   2.854e-02 |           72.2994 ‖
‖       111 |  65457 |              35413 |   2.852e-02 |           71.7737 ‖
‖       112 |  65794 |              36039 |   2.851e-02 |           71.3852 ‖
‖       113 |  66150 |              36636 |   2.850e-02 |           71.0590 ‖
‖       114 |  66447 |              37311 |   2.849e-02 |           70.8878 ‖
‖       115 |  66766 |              37937 |   2.847e-02 |           70.6339 ‖
‖       116 |  67146 |              38523 |   2.846e-02 |           70.4536 ‖
‖       117 |  67456 |              39179 |   2.845e-02 |           70.0057 ‖
‖       118 |  67513 |              40066 |   2.844e-02 |           69.3506 ‖
‖       119 |  67824 |              40720 |   2.842e-02 |           68.9115 ‖
‖       120 |  68188 |              41324 |   2.839e-02 |           68.7043 ‖
‖       121 |  68395 |              42092 |   2.837e-02 |           68.4290 ‖
‖       122 |  68551 |              42892 |   2.834e-02 |           68.2041 ‖
‖       123 |  68716 |              43698 |   2.833e-02 |           67.8850 ‖
‖       124 |  68864 |              44535 |   2.831e-02 |           67.7225 ‖
‖       125 |  69005 |              45330 |   2.831e-02 |           67.5685 ‖
‖       126 |  69373 |              45934 |   2.830e-02 |           67.5311 ‖
‖       127 |  69918 |              46348 |   2.829e-02 |           67.5019 ‖
‖       128 |  70263 |              46985 |   2.827e-02 |           67.0142 ‖
‖       129 |  70637 |              47571 |   2.826e-02 |           66.9241 ‖
‖       130 |  71188 |              48012 |   2.825e-02 |           66.8952 ‖
‖       131 |  71625 |              48530 |   2.823e-02 |           66.7147 ‖
‖       132 |  71928 |              49192 |   2.822e-02 |           66.6345 ‖
‖       133 |  72109 |              49977 |   2.820e-02 |           66.1746 ‖
‖       134 |  72340 |              50726 |   2.819e-02 |           65.6021 ‖
‖       135 |  72570 |              51448 |   2.818e-02 |           65.3373 ‖
‖       136 |  72974 |              52011 |   2.818e-02 |           65.1075 ‖
‖       137 |  73362 |              52572 |   2.816e-02 |           64.9920 ‖
‖       138 |  73859 |              53063 |   2.814e-02 |           64.8517 ‖
‖       139 |  74247 |              53645 |   2.812e-02 |           64.8389 ‖
‖       140 |  74838 |              54049 |   2.811e-02 |           64.7136 ‖
‖       141 |  75304 |              54573 |   2.811e-02 |           64.6597 ‖
‖       142 |  75601 |              55241 |   2.809e-02 |           64.6370 ‖
‖       143 |  75928 |              55881 |   2.808e-02 |           64.6104 ‖
‖       144 |  76281 |              56481 |   2.806e-02 |           64.4507 ‖
‖       145 |  76776 |              56947 |   2.805e-02 |           64.3577 ‖
‖       146 |  77119 |              57550 |   2.804e-02 |           64.3066 ‖
‖       147 |  77462 |              58188 |   2.803e-02 |           64.2487 ‖
‖       148 |  77729 |              58872 |   2.802e-02 |           64.2322 ‖
‖       149 |  78127 |              59444 |   2.801e-02 |           64.2244 ‖
‖       150 |  78463 |              60039 |   2.800e-02 |           64.1369 ‖
‖       151 |  79009 |              60479 |   2.799e-02 |           64.0286 ‖
‖       152 |  79449 |              61011 |   2.798e-02 |           64.0047 ‖
‖       153 |  79961 |              61495 |   2.797e-02 |           63.9816 ‖
‖       154 |  80346 |              62071 |   2.795e-02 |           63.9716 ‖
‖       155 |  80778 |              62612 |   2.793e-02 |           63.8108 ‖
‖       156 |  81143 |              63214 |   2.792e-02 |           63.5656 ‖
‖       157 |  81580 |              63760 |   2.791e-02 |           63.3596 ‖
‖       158 |  81935 |              64360 |   2.791e-02 |           63.1233 ‖
‖       159 |  82275 |              64989 |   2.791e-02 |           62.8895 ‖
‖       160 |  82605 |              65635 |   2.791e-02 |           62.6462 ‖
‖       161 |  82994 |              66202 |   2.791e-02 |           62.4387 ‖
‖       162 |  83439 |              66743 |   2.792e-02 |           62.3017 ‖
‖       163 |  83877 |              67287 |   2.792e-02 |           61.9613 ‖
‖       164 |  84236 |              67919 |   2.791e-02 |           61.8697 ‖
‖       165 |  84499 |              68638 |   2.790e-02 |           61.7877 ‖
‖       166 |  84807 |              69310 |   2.789e-02 |           61.7076 ‖
‖       167 |  85172 |              69918 |   2.789e-02 |           61.6518 ‖
‖       168 |  85759 |              70330 |   2.789e-02 |           61.4424 ‖
‖       169 |  86090 |              70988 |   2.788e-02 |           61.3642 ‖
‖       170 |  86523 |              71551 |   2.788e-02 |           61.1518 ‖
‖       171 |  86935 |              72126 |   2.788e-02 |           61.0498 ‖
‖       172 |  86969 |              73032 |   2.788e-02 |           61.0226 ‖
‖       173 |  87113 |              73820 |   2.788e-02 |           60.9718 ‖
‖       174 |  87332 |              74529 |   2.788e-02 |           60.9097 ‖
‖       175 |  87737 |              75093 |   2.789e-02 |           60.8434 ‖
‖       176 |  87978 |              75800 |   2.789e-02 |           60.8173 ‖
‖       177 |  88241 |              76504 |   2.789e-02 |           60.8024 ‖
‖       178 |  88366 |              77295 |   2.789e-02 |           60.7517 ‖
‖       179 |  88502 |              78093 |   2.788e-02 |           60.6774 ‖
‖       180 |  88881 |              78659 |   2.789e-02 |           60.5547 ‖
‖       181 |  89142 |              79361 |   2.788e-02 |           60.5363 ‖
‖       182 |  89253 |              80190 |   2.787e-02 |           60.5266 ‖
‖       183 |  89438 |              80949 |   2.786e-02 |           60.5180 ‖
‖       184 |  89713 |              81609 |   2.786e-02 |           60.3827 ‖
‖       185 |  90028 |              82241 |   2.787e-02 |           60.3223 ‖
‖       186 |  90447 |              82787 |   2.787e-02 |           60.2567 ‖
‖       187 |  90974 |              83239 |   2.788e-02 |           60.2393 ‖
‖       188 |  91248 |              83909 |   2.787e-02 |           60.2144 ‖
‖       189 |  91692 |              84449 |   2.787e-02 |           60.1929 ‖
‖       190 |  92122 |              84975 |   2.787e-02 |           60.0757 ‖
‖       191 |  92559 |              85518 |   2.786e-02 |           60.0009 ‖
‖       192 |  93031 |              86014 |   2.785e-02 |           59.9532 ‖
‖       193 |  93434 |              86575 |   2.785e-02 |           59.8488 ‖
‖       194 |  93811 |              87152 |   2.784e-02 |           59.6567 ‖
‖       195 |  94157 |              87760 |   2.783e-02 |           59.5863 ‖
‖       196 |  94535 |              88360 |   2.782e-02 |           59.3253 ‖
‖       197 |  94880 |              88988 |   2.781e-02 |           59.2821 ‖
‖       198 |  95156 |              89683 |   2.780e-02 |           59.2784 ‖
‖       199 |  95434 |              90351 |   2.778e-02 |           59.2310 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7471.vnnlib: unknown
--- Verification time: 20.0170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (568/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4523.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4523.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4523.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.234e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.163e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.101e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.033e-02 |          100.0001 ‖
‖         5 |     15 |                  1 |   2.975e-02 |           93.7182 ‖
‖         6 |     27 |                  4 |   2.837e-02 |           80.2487 ‖
‖         7 |     45 |                 12 |   2.783e-02 |           64.2588 ‖
‖         8 |     67 |                 33 |   2.785e-02 |           48.4773 ‖
‖         9 |     97 |                 68 |   2.667e-02 |           33.7555 ‖
‖        10 |    125 |                131 |   2.598e-02 |           21.5562 ‖
‖        11 |    146 |                226 |   2.520e-02 |           12.3357 ‖
‖        12 |    155 |                350 |   2.463e-02 |            6.4893 ‖
‖        13 |    155 |                493 |   2.393e-02 |            3.2274 ‖
‖        14 |    157 |                633 |   2.255e-02 |            1.4700 ‖
‖        15 |    128 |                794 |   2.193e-02 |            0.6063 ‖
‖        16 |    106 |                923 |   2.164e-02 |            0.2455 ‖
‖        17 |     86 |               1031 |   2.118e-02 |            0.0908 ‖
‖        18 |     57 |               1129 |   2.042e-02 |            0.0332 ‖
‖        19 |     45 |               1188 |   1.956e-02 |            0.0121 ‖
‖        20 |     31 |               1239 |   1.921e-02 |            0.0042 ‖
‖        21 |     18 |               1276 |   1.702e-02 |            0.0011 ‖
‖        22 |      8 |               1300 |   1.736e-02 |            0.0002 ‖
‖        23 |      4 |               1310 |   1.589e-02 |            0.0000 ‖
‖        24 |      2 |               1314 |   1.838e-02 |            0.0000 ‖
‖        25 |      1 |               1317 |   1.829e-02 |            0.0000 ‖
‖        26 |      0 |               1319 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.860 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4523.vnnlib: unsat
--- Verification time: 0.8707 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (569/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1314.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1314.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1314.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.937e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1314.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (570/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7235.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7235.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7235.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.208e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7235.vnnlib: unsat
--- Verification time: 0.0324 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (571/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5622.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5622.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5622.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.370e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.255e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.155e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.105e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.054e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.006e-02 |           99.9998 ‖
‖         7 |     64 |                  0 |   2.948e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   2.881e-02 |           99.9998 ‖
‖         9 |    256 |                  0 |   2.831e-02 |           99.9998 ‖
‖        10 |    511 |                  1 |   2.798e-02 |           99.8047 ‖
‖        11 |   1017 |                  6 |   2.755e-02 |           99.1825 ‖
‖        12 |   2012 |                 27 |   2.703e-02 |           97.8337 ‖
‖        13 |   2940 |                122 |   2.656e-02 |           94.7702 ‖
‖        14 |   3958 |                125 |   2.629e-02 |           94.7700 ‖
‖        15 |   4943 |                163 |   2.605e-02 |           94.2181 ‖
‖        16 |   5706 |                421 |   2.577e-02 |           90.4195 ‖
‖        17 |   6689 |                445 |   2.557e-02 |           90.1565 ‖
‖        18 |   7702 |                451 |   2.539e-02 |           90.1197 ‖
‖        19 |   8725 |                452 |   2.524e-02 |           90.1007 ‖
‖        20 |   9749 |                452 |   2.507e-02 |           90.1004 ‖
‖        21 |  10732 |                489 |   2.489e-02 |           89.9276 ‖
‖        22 |  11754 |                490 |   2.474e-02 |           89.9273 ‖
‖        23 |  12776 |                491 |   2.460e-02 |           89.9273 ‖
‖        24 |  13600 |                689 |   2.442e-02 |           88.6053 ‖
‖        25 |  14190 |               1120 |   2.423e-02 |           85.8102 ‖
‖        26 |  15124 |               1172 |   2.408e-02 |           85.7415 ‖
‖        27 |  15923 |               1396 |   2.390e-02 |           83.9365 ‖
‖        28 |  16903 |               1436 |   2.375e-02 |           83.6003 ‖
‖        29 |  17927 |               1436 |   2.356e-02 |           83.6004 ‖
‖        30 |  18889 |               1498 |   2.342e-02 |           83.0832 ‖
‖        31 |  19913 |               1498 |   2.328e-02 |           83.0836 ‖
‖        32 |  20937 |               1498 |   2.313e-02 |           83.0836 ‖
‖        33 |  21915 |               1544 |   2.300e-02 |           82.5108 ‖
‖        34 |  22926 |               1557 |   2.290e-02 |           82.3608 ‖
‖        35 |  23950 |               1557 |   2.275e-02 |           82.3586 ‖
‖        36 |  24973 |               1558 |   2.265e-02 |           82.3343 ‖
‖        37 |  25997 |               1558 |   2.255e-02 |           82.3327 ‖
‖        38 |  27019 |               1560 |   2.241e-02 |           82.3324 ‖
‖        39 |  28011 |               1591 |   2.230e-02 |           82.2279 ‖
‖        40 |  29033 |               1592 |   2.219e-02 |           82.2273 ‖
‖        41 |  30049 |               1599 |   2.206e-02 |           82.2271 ‖
‖        42 |  31035 |               1634 |   2.198e-02 |           82.2149 ‖
‖        43 |  31982 |               1704 |   2.192e-02 |           82.2156 ‖
‖        44 |  32906 |               1795 |   2.181e-02 |           82.2161 ‖
‖        45 |  33784 |               1935 |   2.176e-02 |           82.2178 ‖
‖        46 |  34479 |               2247 |   2.174e-02 |           82.2186 ‖
‖        47 |  35011 |               2709 |   2.171e-02 |           82.1083 ‖
‖        48 |  35377 |               3311 |   2.171e-02 |           81.6377 ‖
‖        49 |  35863 |               3805 |   2.174e-02 |           81.6376 ‖
‖        50 |  36255 |               4393 |   2.172e-02 |           80.7124 ‖
‖        51 |  36671 |               4936 |   2.168e-02 |           79.5779 ‖
‖        52 |  37527 |               5091 |   2.164e-02 |           79.4086 ‖
‖        53 |  38468 |               5164 |   2.163e-02 |           79.4088 ‖
‖        54 |  39457 |               5199 |   2.158e-02 |           79.4086 ‖
‖        55 |  40168 |               5503 |   2.151e-02 |           78.5013 ‖
‖        56 |  40754 |               5892 |   2.146e-02 |           77.3882 ‖
‖        57 |  41754 |               5908 |   2.139e-02 |           77.3880 ‖
‖        58 |  42459 |               6226 |   2.133e-02 |           76.2189 ‖
‖        59 |  43382 |               6304 |   2.132e-02 |           76.0408 ‖
‖        60 |  44382 |               6322 |   2.124e-02 |           76.0412 ‖
‖        61 |  45391 |               6335 |   2.121e-02 |           76.0413 ‖
‖        62 |  46397 |               6352 |   2.117e-02 |           76.0415 ‖
‖        63 |  47389 |               6382 |   2.110e-02 |           76.0417 ‖
‖        64 |  48098 |               6688 |   2.106e-02 |           75.0876 ‖
‖        65 |  48968 |               6815 |   2.104e-02 |           74.9961 ‖
‖        66 |  49820 |               6974 |   2.098e-02 |           74.9960 ‖
‖        67 |  50635 |               7158 |   2.097e-02 |           74.9962 ‖
‖        68 |  51377 |               7423 |   2.097e-02 |           74.9963 ‖
‖        69 |  51985 |               7796 |   2.093e-02 |           74.9963 ‖
‖        70 |  52517 |               8246 |   2.094e-02 |           74.9957 ‖
‖        71 |  53077 |               8648 |   2.095e-02 |           74.9952 ‖
‖        72 |  53658 |               9062 |   2.092e-02 |           74.8576 ‖
‖        73 |  54033 |               9665 |   2.090e-02 |           73.6009 ‖
‖        74 |  54644 |              10014 |   2.088e-02 |           73.1536 ‖
‖        75 |  55425 |              10234 |   2.083e-02 |           73.1023 ‖
‖        76 |  56035 |              10634 |   2.082e-02 |           72.3800 ‖
‖        77 |  56887 |              10784 |   2.079e-02 |           72.2008 ‖
‖        78 |  57834 |              10846 |   2.072e-02 |           72.1856 ‖
‖        79 |  58738 |              10957 |   2.069e-02 |           72.1853 ‖
‖        80 |  59603 |              11103 |   2.066e-02 |           72.1851 ‖
‖        81 |  60377 |              11330 |   2.060e-02 |           72.0300 ‖
‖        82 |  61010 |              11699 |   2.059e-02 |           71.5032 ‖
‖        83 |  61707 |              11991 |   2.058e-02 |           71.4305 ‖
‖        84 |  62294 |              12399 |   2.054e-02 |           71.4138 ‖
‖        85 |  62892 |              12797 |   2.055e-02 |           71.2897 ‖
‖        86 |  63529 |              13151 |   2.055e-02 |           71.2887 ‖
‖        87 |  64241 |              13436 |   2.050e-02 |           71.2886 ‖
‖        88 |  65097 |              13581 |   2.048e-02 |           71.2884 ‖
‖        89 |  65991 |              13699 |   2.044e-02 |           71.2882 ‖
‖        90 |  66831 |              13862 |   2.039e-02 |           71.2373 ‖
‖        91 |  67581 |              14114 |   2.038e-02 |           71.1406 ‖
‖        92 |  68241 |              14442 |   2.037e-02 |           71.1405 ‖
‖        93 |  68832 |              14817 |   2.034e-02 |           71.1405 ‖
‖        94 |  69409 |              15233 |   2.035e-02 |           71.1408 ‖
‖        95 |  69849 |              15755 |   2.035e-02 |           71.1414 ‖
‖        96 |  70257 |              16326 |   2.034e-02 |           71.1341 ‖
‖        97 |  70822 |              16743 |   2.033e-02 |           71.1344 ‖
‖        98 |  71368 |              17173 |   2.032e-02 |           71.1348 ‖
‖        99 |  71875 |              17647 |   2.031e-02 |           71.1054 ‖
‖       100 |  72513 |              17996 |   2.032e-02 |           71.0030 ‖
‖       101 |  73052 |              18440 |   2.032e-02 |           70.9858 ‖
‖       102 |  73501 |              18991 |   2.030e-02 |           70.9741 ‖
‖       103 |  74058 |              19416 |   2.032e-02 |           70.9623 ‖
‖       104 |  74534 |              19934 |   2.032e-02 |           70.9626 ‖
‖       105 |  74868 |              20562 |   2.031e-02 |           70.9628 ‖
‖       106 |  75385 |              21034 |   2.031e-02 |           70.9630 ‖
‖       107 |  75781 |              21608 |   2.030e-02 |           70.9632 ‖
‖       108 |  76212 |              22133 |   2.032e-02 |           70.9545 ‖
‖       109 |  76761 |              22541 |   2.035e-02 |           70.9483 ‖
‖       110 |  77304 |              22988 |   2.034e-02 |           70.9483 ‖
‖       111 |  78050 |              23221 |   2.036e-02 |           70.9485 ‖
‖       112 |  78861 |              23421 |   2.036e-02 |           70.9481 ‖
‖       113 |  79494 |              23771 |   2.035e-02 |           70.9310 ‖
‖       114 |  80056 |              24193 |   2.035e-02 |           70.9310 ‖
‖       115 |  80632 |              24589 |   2.036e-02 |           70.8539 ‖
‖       116 |  81391 |              24811 |   2.038e-02 |           70.8530 ‖
‖       117 |  82150 |              25047 |   2.039e-02 |           70.8528 ‖
‖       118 |  82912 |              25280 |   2.039e-02 |           70.8528 ‖
‖       119 |  83445 |              25728 |   2.037e-02 |           70.5480 ‖
‖       120 |  84096 |              26072 |   2.037e-02 |           70.3225 ‖
‖       121 |  84769 |              26368 |   2.035e-02 |           70.0328 ‖
‖       122 |  85680 |              26469 |   2.033e-02 |           69.9260 ‖
‖       123 |  86676 |              26490 |   2.031e-02 |           69.9260 ‖
‖       124 |  87680 |              26508 |   2.029e-02 |           69.9258 ‖
‖       125 |  88698 |              26514 |   2.028e-02 |           69.9257 ‖
‖       126 |  89696 |              26539 |   2.028e-02 |           69.9212 ‖
‖       127 |  90681 |              26573 |   2.026e-02 |           69.9213 ‖
‖       128 |  91656 |              26617 |   2.024e-02 |           69.9213 ‖
‖       129 |  92600 |              26692 |   2.022e-02 |           69.9213 ‖
‖       130 |  93477 |              26826 |   2.021e-02 |           69.9213 ‖
‖       131 |  94068 |              27216 |   2.018e-02 |           69.6390 ‖
‖       132 |  94852 |              27425 |   2.016e-02 |           69.6390 ‖
‖       133 |  95243 |              28016 |   2.014e-02 |           69.0291 ‖
‖       134 |  95900 |              28310 |   2.013e-02 |           68.9322 ‖
‖       135 |  96665 |              28544 |   2.011e-02 |           68.9322 ‖
‖       136 |  97386 |              28820 |   2.009e-02 |           68.9323 ‖
‖       137 |  98032 |              29166 |   2.008e-02 |           68.9323 ‖
‖       138 |  98441 |              29723 |   2.007e-02 |           68.6109 ‖
‖       139 |  98677 |              30432 |   2.006e-02 |           68.1199 ‖
‖       140 |  99336 |              30737 |   2.004e-02 |           68.0907 ‖
‖       141 |  99982 |              31085 |   2.005e-02 |           67.7593 ‖
‖       142 | 100877 |              31188 |   2.005e-02 |           67.7410 ‖
‖       143 | 101839 |              31240 |   2.002e-02 |           67.7410 ‖
‖       144 | 102780 |              31312 |   2.000e-02 |           67.7410 ‖
‖       145 | 103696 |              31403 |   1.997e-02 |           67.7409 ‖
‖       146 | 104572 |              31533 |   1.995e-02 |           67.7408 ‖
‖       147 | 105397 |              31707 |   1.995e-02 |           67.7375 ‖
‖       148 | 106149 |              31953 |   1.995e-02 |           67.7375 ‖
‖       149 | 106730 |              32362 |   1.993e-02 |           67.7374 ‖
‖       150 | 107247 |              32800 |   1.994e-02 |           67.7374 ‖
‖       151 | 107794 |              33228 |   1.995e-02 |           67.7372 ‖
‖       152 | 108320 |              33661 |   1.994e-02 |           67.7372 ‖
‖       153 | 108938 |              34008 |   1.993e-02 |           67.7371 ‖
‖       154 | 109586 |              34348 |   1.991e-02 |           67.7370 ‖
‖       155 | 110002 |              34898 |   1.990e-02 |           67.4233 ‖
‖       156 | 110290 |              35565 |   1.989e-02 |           66.8565 ‖
‖       157 | 110742 |              36072 |   1.987e-02 |           66.8194 ‖
‖       158 | 111275 |              36481 |   1.988e-02 |           66.6731 ‖
‖       159 | 111932 |              36802 |   1.988e-02 |           66.6700 ‖
‖       160 | 112370 |              37352 |   1.987e-02 |           66.6700 ‖
‖       161 | 112834 |              37819 |   1.986e-02 |           66.6700 ‖
‖       162 | 113439 |              38200 |   1.984e-02 |           66.6700 ‖
‖       163 | 113936 |              38675 |   1.985e-02 |           66.6700 ‖
‖       164 | 114456 |              39117 |   1.986e-02 |           66.6645 ‖
‖       165 | 114924 |              39611 |   1.986e-02 |           66.6645 ‖
‖       166 | 115389 |              40112 |   1.987e-02 |           66.6643 ‖
‖       167 | 115871 |              40591 |   1.988e-02 |           66.6643 ‖
‖       168 | 116281 |              41139 |   1.989e-02 |           66.6643 ‖
‖       169 | 116932 |              41472 |   1.987e-02 |           66.6643 ‖
‖       170 | 117672 |              41718 |   1.986e-02 |           66.6638 ‖
‖       171 | 118438 |              41954 |   1.986e-02 |           66.6638 ‖
‖       172 | 119256 |              42132 |   1.986e-02 |           66.6631 ‖
‖       173 | 120099 |              42284 |   1.986e-02 |           66.6631 ‖
‖       174 | 120888 |              42497 |   1.985e-02 |           66.5326 ‖
‖       175 | 121773 |              42623 |   1.983e-02 |           66.5325 ‖
‖       176 | 122533 |              42863 |   1.980e-02 |           66.3307 ‖
‖       177 | 122746 |              43655 |   1.977e-02 |           65.3191 ‖
‖       178 | 123076 |              44248 |   1.975e-02 |           64.8946 ‖
‖       179 | 123420 |              44861 |   1.975e-02 |           64.5091 ‖
‖       180 | 123849 |              45408 |   1.974e-02 |           64.3595 ‖
‖       181 | 124303 |              45924 |   1.972e-02 |           64.3331 ‖
‖       182 | 124817 |              46379 |   1.971e-02 |           64.3331 ‖
‖       183 | 125021 |              47142 |   1.970e-02 |           63.6264 ‖
‖       184 | 125325 |              47804 |   1.969e-02 |           63.0248 ‖
‖       185 | 125813 |              48296 |   1.968e-02 |           62.7524 ‖
‖       186 | 126331 |              48761 |   1.967e-02 |           62.3472 ‖
‖       187 | 126975 |              49103 |   1.965e-02 |           62.3472 ‖
‖       188 | 127548 |              49511 |   1.963e-02 |           62.3031 ‖
‖       189 | 128130 |              49914 |   1.962e-02 |           62.3031 ‖
‖       190 | 128637 |              50389 |   1.960e-02 |           62.3030 ‖
‖       191 | 129130 |              50864 |   1.960e-02 |           62.3027 ‖
‖       192 | 129584 |              51392 |   1.961e-02 |           62.3026 ‖
‖       193 | 129840 |              52090 |   1.961e-02 |           62.3024 ‖
‖       194 | 130178 |              52704 |   1.962e-02 |           62.3023 ‖
‖       195 | 130691 |              53141 |   1.962e-02 |           62.3022 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.998 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5622.vnnlib: unknown
--- Verification time: 20.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (572/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1975.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1975.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1975.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.152e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1975.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (573/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3687.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3687.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3687.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.039e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.943e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.885e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.775e-02 |           99.9999 ‖
‖         5 |     15 |                  1 |   3.691e-02 |           93.7500 ‖
‖         6 |     27 |                  4 |   3.602e-02 |           82.3410 ‖
‖         7 |     46 |                 12 |   3.477e-02 |           64.6749 ‖
‖         8 |     69 |                 32 |   3.300e-02 |           42.0203 ‖
‖         9 |     82 |                 77 |   3.330e-02 |           27.5437 ‖
‖        10 |    104 |                132 |   3.222e-02 |           15.1667 ‖
‖        11 |    115 |                213 |   3.151e-02 |            9.0032 ‖
‖        12 |    136 |                300 |   3.116e-02 |            5.3883 ‖
‖        13 |    163 |                400 |   3.116e-02 |            3.3877 ‖
‖        14 |    174 |                550 |   2.942e-02 |            1.6809 ‖
‖        15 |    179 |                696 |   2.889e-02 |            0.8742 ‖
‖        16 |    158 |                873 |   2.822e-02 |            0.3908 ‖
‖        17 |    129 |               1043 |   2.711e-02 |            0.1336 ‖
‖        18 |     85 |               1190 |   2.578e-02 |            0.0388 ‖
‖        19 |     52 |               1283 |   2.541e-02 |            0.0123 ‖
‖        20 |     41 |               1336 |   2.579e-02 |            0.0052 ‖
‖        21 |     37 |               1375 |   2.430e-02 |            0.0020 ‖
‖        22 |     26 |               1414 |   2.418e-02 |            0.0007 ‖
‖        23 |     18 |               1440 |   2.549e-02 |            0.0003 ‖
‖        24 |     17 |               1457 |   2.290e-02 |            0.0002 ‖
‖        25 |     14 |               1474 |   2.348e-02 |            0.0000 ‖
‖        26 |      8 |               1491 |   2.317e-02 |            0.0000 ‖
‖        27 |      4 |               1500 |   2.387e-02 |            0.0000 ‖
‖        28 |      3 |               1504 |   2.367e-02 |            0.0000 ‖
‖        29 |      1 |               1509 |   2.367e-02 |            0.0000 ‖
‖        30 |      1 |               1510 |   1.070e-02 |            0.0000 ‖
‖        31 |      0 |               1511 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.981 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3687.vnnlib: unsat
--- Verification time: 0.9910 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (574/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_25.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_25.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_25.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.600e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_25.vnnlib: unsat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (575/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7890.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7890.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7890.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.797e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7890.vnnlib: sat
--- Verification time: 0.0427 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (576/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_428.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_428.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_428.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.632e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_428.vnnlib: unsat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (577/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7126.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7126.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7126.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.058e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7126.vnnlib: unsat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (578/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1346.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1346.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1346.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.231e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1346.vnnlib: sat
--- Verification time: 0.0184 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (579/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6652.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6652.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6652.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.648e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6652.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (580/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4517.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4517.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4517.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.786e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.713e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.604e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.512e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.433e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.356e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.289e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.221e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.152e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.081e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   2.999e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   2.924e-02 |           99.9998 ‖
‖        13 |   3071 |                  1 |   2.883e-02 |           99.9379 ‖
‖        14 |   4095 |                  1 |   2.853e-02 |           99.9379 ‖
‖        15 |   5119 |                  1 |   2.828e-02 |           99.9379 ‖
‖        16 |   6108 |                 36 |   2.799e-02 |           99.3320 ‖
‖        17 |   7128 |                 39 |   2.777e-02 |           99.3067 ‖
‖        18 |   8152 |                 39 |   2.756e-02 |           99.3072 ‖
‖        19 |   9176 |                 39 |   2.737e-02 |           99.2961 ‖
‖        20 |  10200 |                 39 |   2.721e-02 |           99.2959 ‖
‖        21 |  11224 |                 39 |   2.700e-02 |           99.2950 ‖
‖        22 |  12248 |                 39 |   2.685e-02 |           99.2957 ‖
‖        23 |  13272 |                 39 |   2.671e-02 |           99.2957 ‖
‖        24 |  14295 |                 40 |   2.652e-02 |           99.2895 ‖
‖        25 |  15130 |                228 |   2.634e-02 |           97.8744 ‖
‖        26 |  16085 |                289 |   2.618e-02 |           97.4246 ‖
‖        27 |  17106 |                291 |   2.600e-02 |           97.4123 ‖
‖        28 |  18098 |                323 |   2.586e-02 |           97.1101 ‖
‖        29 |  19114 |                331 |   2.573e-02 |           97.0381 ‖
‖        30 |  20138 |                331 |   2.555e-02 |           97.0379 ‖
‖        31 |  21161 |                332 |   2.542e-02 |           97.0379 ‖
‖        32 |  22181 |                336 |   2.530e-02 |           97.0378 ‖
‖        33 |  23195 |                346 |   2.514e-02 |           97.0382 ‖
‖        34 |  24190 |                373 |   2.503e-02 |           96.9561 ‖
‖        35 |  25196 |                388 |   2.491e-02 |           96.9289 ‖
‖        36 |  26197 |                408 |   2.475e-02 |           96.9285 ‖
‖        37 |  27094 |                527 |   2.465e-02 |           96.8795 ‖
‖        38 |  27661 |                954 |   2.464e-02 |           96.8789 ‖
‖        39 |  28057 |               1526 |   2.464e-02 |           96.8785 ‖
‖        40 |  28567 |               1973 |   2.469e-02 |           96.8789 ‖
‖        41 |  29245 |               2266 |   2.473e-02 |           96.8792 ‖
‖        42 |  30141 |               2374 |   2.468e-02 |           96.8790 ‖
‖        43 |  31097 |               2435 |   2.468e-02 |           96.8792 ‖
‖        44 |  32092 |               2461 |   2.466e-02 |           96.8776 ‖
‖        45 |  33099 |               2477 |   2.458e-02 |           96.8775 ‖
‖        46 |  34088 |               2507 |   2.455e-02 |           96.8774 ‖
‖        47 |  35040 |               2570 |   2.452e-02 |           96.8797 ‖
‖        48 |  35945 |               2677 |   2.444e-02 |           96.8736 ‖
‖        49 |  36833 |               2793 |   2.440e-02 |           96.8742 ‖
‖        50 |  37688 |               2945 |   2.436e-02 |           96.8748 ‖
‖        51 |  38458 |               3177 |   2.427e-02 |           96.7400 ‖
‖        52 |  38869 |               3759 |   2.423e-02 |           95.6083 ‖
‖        53 |  39294 |               4293 |   2.420e-02 |           95.2362 ‖
‖        54 |  39682 |               4890 |   2.417e-02 |           94.8379 ‖
‖        55 |  40038 |               5508 |   2.418e-02 |           94.2691 ‖
‖        56 |  40567 |               5921 |   2.417e-02 |           94.1786 ‖
‖        57 |  41362 |               6126 |   2.413e-02 |           94.1479 ‖
‖        58 |  42320 |               6184 |   2.410e-02 |           94.1475 ‖
‖        59 |  43277 |               6246 |   2.403e-02 |           94.1471 ‖
‖        60 |  44135 |               6405 |   2.397e-02 |           93.8168 ‖
‖        61 |  44901 |               6648 |   2.394e-02 |           93.3350 ‖
‖        62 |  45676 |               6877 |   2.388e-02 |           93.2333 ‖
‖        63 |  46308 |               7240 |   2.385e-02 |           93.0291 ‖
‖        64 |  46830 |               7711 |   2.385e-02 |           92.7852 ‖
‖        65 |  47221 |               8293 |   2.383e-02 |           92.7707 ‖
‖        66 |  47717 |               8775 |   2.382e-02 |           92.7710 ‖
‖        67 |  48446 |               9036 |   2.381e-02 |           92.7715 ‖
‖        68 |  49265 |               9219 |   2.375e-02 |           92.7717 ‖
‖        69 |  50127 |               9359 |   2.371e-02 |           92.7718 ‖
‖        70 |  50961 |               9523 |   2.369e-02 |           92.7719 ‖
‖        71 |  51689 |               9795 |   2.364e-02 |           92.7721 ‖
‖        72 |  52221 |              10242 |   2.363e-02 |           92.7718 ‖
‖        73 |  52759 |              10690 |   2.365e-02 |           92.7715 ‖
‖        74 |  53305 |              11126 |   2.361e-02 |           92.7716 ‖
‖        75 |  53972 |              11453 |   2.358e-02 |           92.7718 ‖
‖        76 |  54712 |              11711 |   2.356e-02 |           92.7721 ‖
‖        77 |  55277 |              12137 |   2.351e-02 |           92.7722 ‖
‖        78 |  55851 |              12547 |   2.350e-02 |           92.6584 ‖
‖        79 |  56465 |              12928 |   2.350e-02 |           92.4831 ‖
‖        80 |  56956 |              13413 |   2.346e-02 |           92.4454 ‖
‖        81 |  57472 |              13878 |   2.345e-02 |           92.3377 ‖
‖        82 |  57987 |              14352 |   2.346e-02 |           92.2763 ‖
‖        83 |  58230 |              15077 |   2.344e-02 |           92.2762 ‖
‖        84 |  58624 |              15661 |   2.343e-02 |           92.2741 ‖
‖        85 |  58996 |              16247 |   2.344e-02 |           92.2736 ‖
‖        86 |  59313 |              16882 |   2.343e-02 |           92.2735 ‖
‖        87 |  59730 |              17422 |   2.344e-02 |           92.1472 ‖
‖        88 |  60230 |              17870 |   2.348e-02 |           92.0461 ‖
‖        89 |  60692 |              18362 |   2.347e-02 |           92.0383 ‖
‖        90 |  61356 |              18668 |   2.348e-02 |           91.9869 ‖
‖        91 |  62105 |              18902 |   2.349e-02 |           91.9669 ‖
‖        92 |  62866 |              19124 |   2.348e-02 |           91.9667 ‖
‖        93 |  63689 |              19304 |   2.347e-02 |           91.9665 ‖
‖        94 |  64523 |              19470 |   2.347e-02 |           91.9667 ‖
‖        95 |  65340 |              19653 |   2.346e-02 |           91.9662 ‖
‖        96 |  66141 |              19858 |   2.346e-02 |           91.9667 ‖
‖        97 |  66876 |              20110 |   2.345e-02 |           91.9671 ‖
‖        98 |  67510 |              20451 |   2.343e-02 |           91.9670 ‖
‖        99 |  67989 |              20946 |   2.342e-02 |           91.9669 ‖
‖       100 |  68365 |              21555 |   2.343e-02 |           91.9668 ‖
‖       101 |  69016 |              21886 |   2.345e-02 |           91.9131 ‖
‖       102 |  69924 |              21990 |   2.345e-02 |           91.8900 ‖
‖       103 |  70864 |              22062 |   2.343e-02 |           91.8902 ‖
‖       104 |  71787 |              22150 |   2.343e-02 |           91.8764 ‖
‖       105 |  72653 |              22291 |   2.342e-02 |           91.8766 ‖
‖       106 |  73436 |              22515 |   2.339e-02 |           91.8766 ‖
‖       107 |  74200 |              22743 |   2.337e-02 |           91.8766 ‖
‖       108 |  74906 |              23034 |   2.334e-02 |           91.8764 ‖
‖       109 |  75546 |              23378 |   2.333e-02 |           91.8666 ‖
‖       110 |  76164 |              23739 |   2.333e-02 |           91.8548 ‖
‖       111 |  76670 |              24219 |   2.333e-02 |           91.8507 ‖
‖       112 |  76969 |              24888 |   2.333e-02 |           91.8503 ‖
‖       113 |  77419 |              25390 |   2.335e-02 |           91.8501 ‖
‖       114 |  78011 |              25785 |   2.335e-02 |           91.8491 ‖
‖       115 |  78655 |              26126 |   2.333e-02 |           91.8490 ‖
‖       116 |  79345 |              26413 |   2.331e-02 |           91.8489 ‖
‖       117 |  79931 |              26810 |   2.328e-02 |           91.8490 ‖
‖       118 |  80479 |              27230 |   2.328e-02 |           91.8476 ‖
‖       119 |  80972 |              27710 |   2.329e-02 |           91.8460 ‖
‖       120 |  81300 |              28361 |   2.328e-02 |           91.8459 ‖
‖       121 |  81769 |              28853 |   2.329e-02 |           91.8451 ‖
‖       122 |  82329 |              29272 |   2.330e-02 |           91.8442 ‖
‖       123 |  82623 |              29949 |   2.329e-02 |           91.7856 ‖
‖       124 |  83054 |              30480 |   2.328e-02 |           91.7862 ‖
‖       125 |  83497 |              31019 |   2.326e-02 |           91.7866 ‖
‖       126 |  83540 |              31943 |   2.326e-02 |           91.1591 ‖
‖       127 |  83503 |              32881 |   2.326e-02 |           90.8355 ‖
‖       128 |  83689 |              33642 |   2.326e-02 |           90.4729 ‖
‖       129 |  84216 |              34092 |   2.325e-02 |           90.2930 ‖
‖       130 |  84813 |              34467 |   2.323e-02 |           90.0598 ‖
‖       131 |  85501 |              34776 |   2.320e-02 |           89.7766 ‖
‖       132 |  86024 |              35251 |   2.319e-02 |           89.2944 ‖
‖       133 |  86566 |              35679 |   2.318e-02 |           89.0604 ‖
‖       134 |  87144 |              36090 |   2.315e-02 |           89.0602 ‖
‖       135 |  87651 |              36560 |   2.315e-02 |           89.0128 ‖
‖       136 |  87974 |              37207 |   2.315e-02 |           89.0129 ‖
‖       137 |  88708 |              37458 |   2.313e-02 |           89.0129 ‖
‖       138 |  89531 |              37633 |   2.312e-02 |           89.0120 ‖
‖       139 |  90374 |              37793 |   2.311e-02 |           89.0120 ‖
‖       140 |  91128 |              38038 |   2.309e-02 |           89.0120 ‖
‖       141 |  91846 |              38295 |   2.307e-02 |           89.0120 ‖
‖       142 |  92439 |              38694 |   2.305e-02 |           89.0119 ‖
‖       143 |  92856 |              39245 |   2.304e-02 |           88.8123 ‖
‖       144 |  93259 |              39815 |   2.303e-02 |           88.6561 ‖
‖       145 |  93555 |              40497 |   2.301e-02 |           88.6563 ‖
‖       146 |  93706 |              41291 |   2.302e-02 |           88.3427 ‖
‖       147 |  94149 |              41813 |   2.302e-02 |           88.0359 ‖
‖       148 |  94656 |              42301 |   2.300e-02 |           87.9427 ‖
‖       149 |  95196 |              42708 |   2.299e-02 |           87.8809 ‖
‖       150 |  95749 |              43148 |   2.296e-02 |           87.8809 ‖
‖       151 |  96200 |              43665 |   2.295e-02 |           87.6596 ‖
‖       152 |  96639 |              44191 |   2.294e-02 |           87.5409 ‖
‖       153 |  96705 |              45098 |   2.295e-02 |           87.3584 ‖
‖       154 |  97078 |              45685 |   2.296e-02 |           87.1220 ‖
‖       155 |  97571 |              46130 |   2.296e-02 |           87.0032 ‖
‖       156 |  98171 |              46500 |   2.294e-02 |           86.9989 ‖
‖       157 |  98917 |              46743 |   2.293e-02 |           86.9979 ‖
‖       158 |  99614 |              47045 |   2.291e-02 |           86.9979 ‖
‖       159 | 100168 |              47456 |   2.290e-02 |           86.9978 ‖
‖       160 | 100546 |              48057 |   2.290e-02 |           86.9979 ‖
‖       161 | 101050 |              48508 |   2.291e-02 |           86.9979 ‖
‖       162 | 101678 |              48869 |   2.290e-02 |           86.9979 ‖
‖       163 | 102203 |              49322 |   2.287e-02 |           86.9979 ‖
‖       164 | 102810 |              49679 |   2.287e-02 |           86.9978 ‖
‖       165 | 103426 |              50052 |   2.286e-02 |           86.9978 ‖
‖       166 | 103809 |              50645 |   2.284e-02 |           86.9978 ‖
‖       167 | 104330 |              51084 |   2.286e-02 |           86.9978 ‖
‖       168 | 104811 |              51598 |   2.286e-02 |           86.9979 ‖
‖       169 | 105139 |              52250 |   2.286e-02 |           86.9977 ‖
‖       170 | 105559 |              52801 |   2.285e-02 |           86.9978 ‖
‖       171 | 105738 |              53596 |   2.284e-02 |           86.9978 ‖
‖       172 | 106281 |              54030 |   2.285e-02 |           86.9978 ‖
‖       173 | 106720 |              54557 |   2.284e-02 |           86.9979 ‖
‖       174 | 107333 |              54926 |   2.284e-02 |           86.9979 ‖
‖       175 | 107775 |              55455 |   2.286e-02 |           86.9977 ‖
‖       176 | 108199 |              55980 |   2.286e-02 |           86.9978 ‖
‖       177 | 108402 |              56727 |   2.285e-02 |           86.9979 ‖
‖       178 | 108999 |              57102 |   2.285e-02 |           86.9948 ‖
‖       179 | 109351 |              57721 |   2.284e-02 |           86.9948 ‖
‖       180 | 109583 |              58435 |   2.284e-02 |           86.9948 ‖
‖       181 | 109983 |              59009 |   2.285e-02 |           86.9946 ‖
‖       182 | 110393 |              59561 |   2.284e-02 |           86.9947 ‖
‖       183 | 110651 |              60263 |   2.285e-02 |           86.9948 ‖
‖       184 | 110907 |              60956 |   2.284e-02 |           86.9917 ‖
‖       185 | 111303 |              61528 |   2.284e-02 |           86.7550 ‖
‖       186 | 111272 |              62485 |   2.285e-02 |           86.7000 ‖
‖       187 | 111470 |              63212 |   2.286e-02 |           86.5069 ‖
‖       188 | 111790 |              63846 |   2.288e-02 |           86.3162 ‖
‖       189 | 112072 |              64487 |   2.289e-02 |           86.1760 ‖
‖       190 | 112048 |              65443 |   2.289e-02 |           86.1540 ‖
‖       191 | 112177 |              66228 |   2.291e-02 |           85.9966 ‖
‖       192 | 112339 |              66980 |   2.292e-02 |           85.8822 ‖
‖       193 | 112419 |              67789 |   2.294e-02 |           85.7230 ‖
‖       194 | 112779 |              68367 |   2.296e-02 |           85.5903 ‖
‖       195 | 113222 |              68860 |   2.297e-02 |           85.4961 ‖
‖       196 | 113384 |              69586 |   2.298e-02 |           85.4602 ‖
‖       197 | 113781 |              70115 |   2.299e-02 |           85.4400 ‖
‖       198 | 114290 |              70573 |   2.299e-02 |           85.4397 ‖
‖       199 | 114846 |              70984 |   2.300e-02 |           85.4396 ‖
‖       200 | 115402 |              71388 |   2.300e-02 |           85.4395 ‖
‖       201 | 116031 |              71729 |   2.300e-02 |           85.4219 ‖
‖       202 | 116780 |              71968 |   2.301e-02 |           85.2575 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.996 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4517.vnnlib: unknown
--- Verification time: 20.0103 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (581/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1576.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1576.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1576.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.784e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.650e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.388e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.261e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   3.186e-02 |           93.7500 ‖
‖         6 |     29 |                  2 |   3.057e-02 |           87.7685 ‖
‖         7 |     52 |                  8 |   2.944e-02 |           76.7653 ‖
‖         8 |     89 |                 22 |   2.875e-02 |           66.5045 ‖
‖         9 |    152 |                 45 |   2.817e-02 |           56.7610 ‖
‖        10 |    258 |                 89 |   2.755e-02 |           47.6398 ‖
‖        11 |    422 |                176 |   2.718e-02 |           39.3890 ‖
‖        12 |    690 |                321 |   2.645e-02 |           31.6651 ‖
‖        13 |   1092 |                582 |   2.593e-02 |           25.3573 ‖
‖        14 |   1648 |               1017 |   2.536e-02 |           19.8958 ‖
‖        15 |   2138 |               1503 |   2.509e-02 |           16.8003 ‖
‖        16 |   2866 |               1751 |   2.491e-02 |           15.3572 ‖
‖        17 |   3345 |               2266 |   2.460e-02 |           13.5833 ‖
‖        18 |   4143 |               2448 |   2.440e-02 |           12.9792 ‖
‖        19 |   4777 |               2821 |   2.417e-02 |           11.7566 ‖
‖        20 |   5582 |               3025 |   2.396e-02 |           11.1829 ‖
‖        21 |   6228 |               3373 |   2.377e-02 |           10.6496 ‖
‖        22 |   7002 |               3585 |   2.360e-02 |           10.2553 ‖
‖        23 |   7746 |               3844 |   2.343e-02 |            9.8062 ‖
‖        24 |   8502 |               4092 |   2.326e-02 |            9.4925 ‖
‖        25 |   9348 |               4240 |   2.312e-02 |            9.4286 ‖
‖        26 |   9683 |               4910 |   2.289e-02 |            8.5393 ‖
‖        27 |  10335 |               5240 |   2.277e-02 |            8.4754 ‖
‖        28 |  10739 |               5810 |   2.267e-02 |            8.0342 ‖
‖        29 |  11144 |               6373 |   2.257e-02 |            7.7113 ‖
‖        30 |  11605 |               6889 |   2.246e-02 |            7.6286 ‖
‖        31 |  12014 |               7445 |   2.243e-02 |            7.5035 ‖
‖        32 |  12411 |               8024 |   2.239e-02 |            7.4817 ‖
‖        33 |  12636 |               8765 |   2.238e-02 |            7.1695 ‖
‖        34 |  12804 |               9566 |   2.243e-02 |            7.0796 ‖
‖        35 |  13008 |              10318 |   2.243e-02 |            6.8435 ‖
‖        36 |  13530 |              10773 |   2.239e-02 |            6.6932 ‖
‖        37 |  14012 |              11268 |   2.232e-02 |            6.6809 ‖
‖        38 |  14294 |              11959 |   2.225e-02 |            6.4049 ‖
‖        39 |  14575 |              12634 |   2.220e-02 |            6.2410 ‖
‖        40 |  14835 |              13312 |   2.216e-02 |            6.1740 ‖
‖        41 |  15195 |              13932 |   2.212e-02 |            6.1219 ‖
‖        42 |  15461 |              14597 |   2.208e-02 |            6.1083 ‖
‖        43 |  15319 |              15628 |   2.204e-02 |            5.7510 ‖
‖        44 |  15624 |              16288 |   2.197e-02 |            5.7341 ‖
‖        45 |  15905 |              16956 |   2.195e-02 |            5.6197 ‖
‖        46 |  16053 |              17762 |   2.192e-02 |            5.6018 ‖
‖        47 |  15935 |              18805 |   2.192e-02 |            5.2865 ‖
‖        48 |  16084 |              19568 |   2.194e-02 |            5.2792 ‖
‖        49 |  16054 |              20546 |   2.193e-02 |            5.0079 ‖
‖        50 |  16016 |              21449 |   2.195e-02 |            4.9321 ‖
‖        51 |  16096 |              22305 |   2.196e-02 |            4.9123 ‖
‖        52 |  16324 |              23006 |   2.197e-02 |            4.8796 ‖
‖        53 |  16626 |              23666 |   2.197e-02 |            4.7721 ‖
‖        54 |  16949 |              24286 |   2.196e-02 |            4.7245 ‖
‖        55 |  17141 |              25045 |   2.194e-02 |            4.7138 ‖
‖        56 |  17188 |              25942 |   2.191e-02 |            4.4793 ‖
‖        57 |  17410 |              26656 |   2.189e-02 |            4.3271 ‖
‖        58 |  17643 |              27384 |   2.185e-02 |            4.2498 ‖
‖        59 |  17658 |              28299 |   2.183e-02 |            4.1626 ‖
‖        60 |  17712 |              29194 |   2.180e-02 |            4.0689 ‖
‖        61 |  17928 |              29944 |   2.178e-02 |            4.0268 ‖
‖        62 |  18030 |              30772 |   2.176e-02 |            4.0038 ‖
‖        63 |  18084 |              31653 |   2.175e-02 |            3.9905 ‖
‖        64 |  17967 |              32714 |   2.171e-02 |            3.8420 ‖
‖        65 |  17879 |              33725 |   2.169e-02 |            3.7266 ‖
‖        66 |  17890 |              34639 |   2.165e-02 |            3.5381 ‖
‖        67 |  17984 |              35458 |   2.163e-02 |            3.4785 ‖
‖        68 |  18035 |              36321 |   2.162e-02 |            3.4653 ‖
‖        69 |  18165 |              37134 |   2.160e-02 |            3.4011 ‖
‖        70 |  18256 |              37983 |   2.159e-02 |            3.3756 ‖
‖        71 |  18331 |              38833 |   2.159e-02 |            3.3595 ‖
‖        72 |  18123 |              39909 |   2.161e-02 |            3.2599 ‖
‖        73 |  18187 |              40803 |   2.159e-02 |            3.2411 ‖
‖        74 |  18238 |              41678 |   2.157e-02 |            3.1821 ‖
‖        75 |  18335 |              42526 |   2.155e-02 |            3.0920 ‖
‖        76 |  18281 |              43511 |   2.155e-02 |            3.0666 ‖
‖        77 |  18089 |              44631 |   2.154e-02 |            2.9219 ‖
‖        78 |  18240 |              45441 |   2.152e-02 |            2.8765 ‖
‖        79 |  18200 |              46408 |   2.151e-02 |            2.7700 ‖
‖        80 |  18233 |              47329 |   2.148e-02 |            2.6579 ‖
‖        81 |  18391 |              48116 |   2.145e-02 |            2.6343 ‖
‖        82 |  18504 |              48936 |   2.144e-02 |            2.5968 ‖
‖        83 |  18595 |              49800 |   2.141e-02 |            2.5813 ‖
‖        84 |  18661 |              50694 |   2.136e-02 |            2.4763 ‖
‖        85 |  18907 |              51401 |   2.130e-02 |            2.4128 ‖
‖        86 |  19193 |              52063 |   2.126e-02 |            2.3689 ‖
‖        87 |  19313 |              52884 |   2.123e-02 |            2.3512 ‖
‖        88 |  19201 |              53933 |   2.123e-02 |            2.2855 ‖
‖        89 |  19107 |              54945 |   2.124e-02 |            2.1792 ‖
‖        90 |  18946 |              55998 |   2.124e-02 |            2.0841 ‖
‖        91 |  18854 |              57017 |   2.124e-02 |            2.0152 ‖
‖        92 |  18731 |              58049 |   2.123e-02 |            1.9558 ‖
‖        93 |  18753 |              58935 |   2.121e-02 |            1.9114 ‖
‖        94 |  18719 |              59877 |   2.119e-02 |            1.8809 ‖
‖        95 |  18802 |              60730 |   2.115e-02 |            1.8484 ‖
‖        96 |  18754 |              61695 |   2.114e-02 |            1.8265 ‖
‖        97 |  18708 |              62662 |   2.115e-02 |            1.8123 ‖
‖        98 |  18530 |              63732 |   2.114e-02 |            1.7513 ‖
‖        99 |  18340 |              64827 |   2.113e-02 |            1.6892 ‖
‖       100 |  18234 |              65870 |   2.109e-02 |            1.5821 ‖
‖       101 |  18228 |              66812 |   2.107e-02 |            1.5502 ‖
‖       102 |  18110 |              67868 |   2.106e-02 |            1.5385 ‖
‖       103 |  18010 |              68897 |   2.106e-02 |            1.5096 ‖
‖       104 |  17984 |              69851 |   2.105e-02 |            1.4838 ‖
‖       105 |  17914 |              70850 |   2.103e-02 |            1.4634 ‖
‖       106 |  17830 |              71859 |   2.103e-02 |            1.4368 ‖
‖       107 |  17709 |              72902 |   2.102e-02 |            1.4186 ‖
‖       108 |  17483 |              74039 |   2.103e-02 |            1.3892 ‖
‖       109 |  17283 |              75149 |   2.103e-02 |            1.3561 ‖
‖       110 |  17255 |              76103 |   2.101e-02 |            1.3069 ‖
‖       111 |  17180 |              77085 |   2.099e-02 |            1.2679 ‖
‖       112 |  17085 |              78064 |   2.095e-02 |            1.2248 ‖
‖       113 |  17037 |              79034 |   2.094e-02 |            1.1901 ‖
‖       114 |  16938 |              80043 |   2.093e-02 |            1.1561 ‖
‖       115 |  16980 |              80936 |   2.089e-02 |            1.1279 ‖
‖       116 |  17015 |              81823 |   2.084e-02 |            1.1135 ‖
‖       117 |  17113 |              82627 |   2.082e-02 |            1.0851 ‖
‖       118 |  17182 |              83497 |   2.078e-02 |            1.0749 ‖
‖       119 |  17117 |              84503 |   2.073e-02 |            1.0294 ‖
‖       120 |  16962 |              85563 |   2.069e-02 |            0.9858 ‖
‖       121 |  16704 |              86701 |   2.069e-02 |            0.9557 ‖
‖       122 |  16485 |              87842 |   2.067e-02 |            0.9109 ‖
‖       123 |  16308 |              88901 |   2.067e-02 |            0.8781 ‖
‖       124 |  16161 |              89961 |   2.065e-02 |            0.8470 ‖
‖       125 |  16020 |              90996 |   2.064e-02 |            0.8089 ‖
‖       126 |  16015 |              91929 |   2.062e-02 |            0.7594 ‖
‖       127 |  15969 |              92866 |   2.060e-02 |            0.7220 ‖
‖       128 |  16001 |              93741 |   2.059e-02 |            0.7002 ‖
‖       129 |  15928 |              94722 |   2.059e-02 |            0.6837 ‖
‖       130 |  15771 |              95791 |   2.057e-02 |            0.6639 ‖
‖       131 |  15632 |              96838 |   2.056e-02 |            0.6440 ‖
‖       132 |  15546 |              97835 |   2.054e-02 |            0.6285 ‖
‖       133 |  15391 |              98895 |   2.051e-02 |            0.6021 ‖
‖       134 |  15181 |              99991 |   2.051e-02 |            0.5772 ‖
‖       135 |  15044 |             101053 |   2.049e-02 |            0.5443 ‖
‖       136 |  14897 |             102093 |   2.049e-02 |            0.5225 ‖
‖       137 |  14830 |             103086 |   2.048e-02 |            0.5124 ‖
‖       138 |  14812 |             103999 |   2.048e-02 |            0.5001 ‖
‖       139 |  14800 |             104936 |   2.046e-02 |            0.4879 ‖
‖       140 |  14674 |             105969 |   2.044e-02 |            0.4731 ‖
‖       141 |  14607 |             106956 |   2.043e-02 |            0.4573 ‖
‖       142 |  14494 |             107945 |   2.042e-02 |            0.4424 ‖
‖       143 |  14477 |             108879 |   2.039e-02 |            0.4175 ‖
‖       144 |  14457 |             109803 |   2.036e-02 |            0.4080 ‖
‖       145 |  14403 |             110758 |   2.033e-02 |            0.3979 ‖
‖       146 |  14360 |             111730 |   2.031e-02 |            0.3912 ‖
‖       147 |  14328 |             112687 |   2.030e-02 |            0.3844 ‖
‖       148 |  14357 |             113577 |   2.027e-02 |            0.3779 ‖
‖       149 |  14346 |             114500 |   2.025e-02 |            0.3592 ‖
‖       150 |  14220 |             115518 |   2.024e-02 |            0.3509 ‖
‖       151 |  14013 |             116638 |   2.022e-02 |            0.3408 ‖
‖       152 |  13699 |             117844 |   2.020e-02 |            0.3277 ‖
‖       153 |  13343 |             119058 |   2.021e-02 |            0.3070 ‖
‖       154 |  13039 |             120259 |   2.018e-02 |            0.2865 ‖
‖       155 |  12776 |             121407 |   2.016e-02 |            0.2688 ‖
‖       156 |  12723 |             122378 |   2.016e-02 |            0.2556 ‖
‖       157 |  12698 |             123297 |   2.017e-02 |            0.2434 ‖
‖       158 |  12752 |             124140 |   2.017e-02 |            0.2332 ‖
‖       159 |  12843 |             124956 |   2.015e-02 |            0.2240 ‖
‖       160 |  12802 |             125892 |   2.014e-02 |            0.2142 ‖
‖       161 |  12773 |             126806 |   2.013e-02 |            0.2048 ‖
‖       162 |  12629 |             127842 |   2.009e-02 |            0.1950 ‖
‖       163 |  12400 |             128927 |   2.007e-02 |            0.1841 ‖
‖       164 |  12293 |             129924 |   2.006e-02 |            0.1778 ‖
‖       165 |  12256 |             130848 |   2.005e-02 |            0.1726 ‖
‖       166 |  12288 |             131719 |   2.002e-02 |            0.1677 ‖
‖       167 |  12257 |             132659 |   2.001e-02 |            0.1620 ‖
‖       168 |  12157 |             133661 |   1.999e-02 |            0.1556 ‖
‖       169 |  12115 |             134606 |   1.998e-02 |            0.1508 ‖
‖       170 |  12070 |             135575 |   1.994e-02 |            0.1447 ‖
‖       171 |  12018 |             136511 |   1.992e-02 |            0.1402 ‖
‖       172 |  11917 |             137515 |   1.989e-02 |            0.1356 ‖
‖       173 |  11863 |             138482 |   1.988e-02 |            0.1334 ‖
‖       174 |  11829 |             139450 |   1.985e-02 |            0.1313 ‖
‖       175 |  11851 |             140338 |   1.981e-02 |            0.1292 ‖
‖       176 |  11699 |             141385 |   1.977e-02 |            0.1186 ‖
‖       177 |  11527 |             142457 |   1.976e-02 |            0.1133 ‖
‖       178 |  11188 |             143647 |   1.978e-02 |            0.1071 ‖
‖       179 |  10780 |             144908 |   1.980e-02 |            0.0987 ‖
‖       180 |  10525 |             146039 |   1.978e-02 |            0.0916 ‖
‖       181 |  10363 |             147078 |   1.978e-02 |            0.0853 ‖
‖       182 |  10261 |             148056 |   1.976e-02 |            0.0801 ‖
‖       183 |  10188 |             148999 |   1.974e-02 |            0.0754 ‖
‖       184 |  10089 |             149983 |   1.971e-02 |            0.0713 ‖
‖       185 |   9929 |             151016 |   1.968e-02 |            0.0674 ‖
‖       186 |   9620 |             152199 |   1.965e-02 |            0.0637 ‖
‖       187 |   9347 |             153364 |   1.962e-02 |            0.0597 ‖
‖       188 |   9094 |             154488 |   1.961e-02 |            0.0569 ‖
‖       189 |   8912 |             155553 |   1.960e-02 |            0.0542 ‖
‖       190 |   8810 |             156554 |   1.957e-02 |            0.0514 ‖
‖       191 |   8593 |             157662 |   1.950e-02 |            0.0486 ‖
‖       192 |   8398 |             158746 |   1.946e-02 |            0.0465 ‖
‖       193 |   8198 |             159827 |   1.944e-02 |            0.0446 ‖
‖       194 |   7991 |             160907 |   1.944e-02 |            0.0424 ‖
‖       195 |   7868 |             161954 |   1.939e-02 |            0.0409 ‖
‖       196 |   7694 |             163023 |   1.935e-02 |            0.0399 ‖
‖       197 |   7554 |             164083 |   1.929e-02 |            0.0391 ‖
‖       198 |   7141 |             165348 |   1.930e-02 |            0.0338 ‖
‖       199 |   6774 |             166576 |   1.926e-02 |            0.0291 ‖
‖       200 |   6360 |             167868 |   1.920e-02 |            0.0247 ‖
‖       201 |   5954 |             169129 |   1.911e-02 |            0.0213 ‖
‖       202 |   5554 |             170388 |   1.905e-02 |            0.0182 ‖
‖       203 |   5161 |             171631 |   1.898e-02 |            0.0156 ‖
‖       204 |   4729 |             172892 |   1.897e-02 |            0.0137 ‖
‖       205 |   4375 |             174120 |   1.885e-02 |            0.0115 ‖
‖       206 |   4091 |             175275 |   1.876e-02 |            0.0098 ‖
‖       207 |   3711 |             176505 |   1.874e-02 |            0.0083 ‖
‖       208 |   3387 |             177732 |   1.858e-02 |            0.0071 ‖
‖       209 |   3001 |             178995 |   1.842e-02 |            0.0060 ‖
‖       210 |   2589 |             180293 |   1.823e-02 |            0.0054 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.016 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1576.vnnlib: unknown
--- Verification time: 20.0292 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (582/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2203.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2203.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2203.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.433e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2203.vnnlib: sat
--- Verification time: 0.0205 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (583/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1093.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1093.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1093.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.725e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.608e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.483e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.340e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.253e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.165e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.061e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.962e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.883e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.813e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.734e-02 |           99.9103 ‖
‖        12 |   2040 |                  7 |   3.646e-02 |           99.3664 ‖
‖        13 |   3011 |                 59 |   3.584e-02 |           97.7203 ‖
‖        14 |   4031 |                 61 |   3.541e-02 |           97.7203 ‖
‖        15 |   5048 |                 68 |   3.509e-02 |           97.6466 ‖
‖        16 |   5911 |                222 |   3.472e-02 |           95.3911 ‖
‖        17 |   6895 |                255 |   3.441e-02 |           94.9659 ‖
‖        18 |   7915 |                257 |   3.412e-02 |           94.9607 ‖
‖        19 |   8938 |                258 |   3.388e-02 |           94.9398 ‖
‖        20 |   9962 |                258 |   3.366e-02 |           94.9395 ‖
‖        21 |  10977 |                267 |   3.341e-02 |           94.8792 ‖
‖        22 |  12001 |                267 |   3.322e-02 |           94.8792 ‖
‖        23 |  13025 |                267 |   3.301e-02 |           94.8793 ‖
‖        24 |  13998 |                316 |   3.278e-02 |           94.5200 ‖
‖        25 |  14680 |                652 |   3.250e-02 |           92.2417 ‖
‖        26 |  15591 |                747 |   3.226e-02 |           91.6788 ‖
‖        27 |  16545 |                814 |   3.203e-02 |           91.1416 ‖
‖        28 |  17491 |                891 |   3.181e-02 |           90.5024 ‖
‖        29 |  18501 |                900 |   3.160e-02 |           90.4562 ‖
‖        30 |  19522 |                903 |   3.138e-02 |           90.4323 ‖
‖        31 |  20546 |                903 |   3.119e-02 |           90.4319 ‖
‖        32 |  21570 |                903 |   3.099e-02 |           90.4319 ‖
‖        33 |  22569 |                928 |   3.079e-02 |           90.2054 ‖
‖        34 |  23573 |                948 |   3.062e-02 |           90.0708 ‖
‖        35 |  24562 |                982 |   3.045e-02 |           90.0466 ‖
‖        36 |  25547 |               1021 |   3.038e-02 |           90.0441 ‖
‖        37 |  26539 |               1052 |   3.038e-02 |           90.0434 ‖
‖        38 |  27539 |               1075 |   3.034e-02 |           90.0427 ‖
‖        39 |  28545 |               1091 |   3.028e-02 |           90.0147 ‖
‖        40 |  29565 |               1094 |   3.021e-02 |           90.0144 ‖
‖        41 |  30589 |               1094 |   3.008e-02 |           90.0147 ‖
‖        42 |  31591 |               1116 |   2.991e-02 |           90.0154 ‖
‖        43 |  32614 |               1117 |   2.976e-02 |           90.0155 ‖
‖        44 |  33638 |               1117 |   2.959e-02 |           90.0154 ‖
‖        45 |  34658 |               1121 |   2.941e-02 |           90.0153 ‖
‖        46 |  35646 |               1157 |   2.927e-02 |           90.0148 ‖
‖        47 |  36587 |               1239 |   2.913e-02 |           90.0149 ‖
‖        48 |  37241 |               1592 |   2.902e-02 |           89.7364 ‖
‖        49 |  37780 |               2041 |   2.902e-02 |           89.7366 ‖
‖        50 |  38242 |               2546 |   2.906e-02 |           89.7372 ‖
‖        51 |  38569 |               3187 |   2.905e-02 |           89.0778 ‖
‖        52 |  38718 |               3960 |   2.908e-02 |           88.3336 ‖
‖        53 |  39208 |               4418 |   2.907e-02 |           87.8895 ‖
‖        54 |  39918 |               4701 |   2.903e-02 |           87.4068 ‖
‖        55 |  40860 |               4765 |   2.899e-02 |           87.4070 ‖
‖        56 |  41670 |               4973 |   2.893e-02 |           86.8181 ‖
‖        57 |  42587 |               5064 |   2.883e-02 |           86.5694 ‖
‖        58 |  43606 |               5068 |   2.876e-02 |           86.5692 ‖
‖        59 |  44440 |               5255 |   2.868e-02 |           85.9539 ‖
‖        60 |  45230 |               5485 |   2.861e-02 |           85.2017 ‖
‖        61 |  46040 |               5665 |   2.850e-02 |           85.0920 ‖
‖        62 |  46791 |               5933 |   2.845e-02 |           84.8896 ‖
‖        63 |  47742 |               6004 |   2.839e-02 |           84.8840 ‖
‖        64 |  48756 |               6013 |   2.830e-02 |           84.8841 ‖
‖        65 |  49751 |               6041 |   2.822e-02 |           84.7663 ‖
‖        66 |  50773 |               6042 |   2.813e-02 |           84.7662 ‖
‖        67 |  51797 |               6042 |   2.804e-02 |           84.7663 ‖
‖        68 |  52821 |               6042 |   2.794e-02 |           84.7663 ‖
‖        69 |  53845 |               6042 |   2.787e-02 |           84.7663 ‖
‖        70 |  54869 |               6042 |   2.777e-02 |           84.7664 ‖
‖        71 |  55893 |               6042 |   2.766e-02 |           84.7665 ‖
‖        72 |  56917 |               6042 |   2.758e-02 |           84.7658 ‖
‖        73 |  57941 |               6042 |   2.750e-02 |           84.7656 ‖
‖        74 |  58927 |               6079 |   2.736e-02 |           84.6488 ‖
‖        75 |  59801 |               6225 |   2.729e-02 |           84.1381 ‖
‖        76 |  60777 |               6267 |   2.721e-02 |           84.1377 ‖
‖        77 |  61675 |               6384 |   2.709e-02 |           84.1339 ‖
‖        78 |  62442 |               6620 |   2.703e-02 |           83.7519 ‖
‖        79 |  63187 |               6873 |   2.700e-02 |           83.4753 ‖
‖        80 |  63775 |               7273 |   2.692e-02 |           83.4630 ‖
‖        81 |  64259 |               7739 |   2.692e-02 |           83.3087 ‖
‖        82 |  64702 |               8263 |   2.695e-02 |           83.2612 ‖
‖        83 |  64891 |               9019 |   2.698e-02 |           83.2019 ‖
‖        84 |  65335 |               9529 |   2.704e-02 |           83.0474 ‖
‖        85 |  65988 |               9863 |   2.708e-02 |           83.0475 ‖
‖        86 |  66819 |              10029 |   2.712e-02 |           82.9690 ‖
‖        87 |  67768 |              10086 |   2.717e-02 |           82.9367 ‖
‖        88 |  68774 |              10100 |   2.718e-02 |           82.9339 ‖
‖        89 |  69788 |              10109 |   2.720e-02 |           82.9305 ‖
‖        90 |  70809 |              10112 |   2.720e-02 |           82.9305 ‖
‖        91 |  71824 |              10121 |   2.719e-02 |           82.9220 ‖
‖        92 |  72846 |              10123 |   2.720e-02 |           82.9212 ‖
‖        93 |  73870 |              10123 |   2.719e-02 |           82.9213 ‖
‖        94 |  74885 |              10132 |   2.717e-02 |           82.9213 ‖
‖        95 |  75905 |              10136 |   2.718e-02 |           82.9211 ‖
‖        96 |  76917 |              10148 |   2.719e-02 |           82.9214 ‖
‖        97 |  77908 |              10181 |   2.715e-02 |           82.9213 ‖
‖        98 |  78892 |              10218 |   2.715e-02 |           82.9221 ‖
‖        99 |  79868 |              10265 |   2.714e-02 |           82.9220 ‖
‖       100 |  80763 |              10392 |   2.711e-02 |           82.9220 ‖
‖       101 |  81713 |              10458 |   2.710e-02 |           82.9102 ‖
‖       102 |  82709 |              10483 |   2.709e-02 |           82.9071 ‖
‖       103 |  83552 |              10661 |   2.704e-02 |           82.9070 ‖
‖       104 |  84375 |              10856 |   2.705e-02 |           82.9012 ‖
‖       105 |  85234 |              11000 |   2.706e-02 |           82.9015 ‖
‖       106 |  86062 |              11192 |   2.700e-02 |           82.9000 ‖
‖       107 |  86584 |              11680 |   2.702e-02 |           82.9002 ‖
‖       108 |  87056 |              12173 |   2.704e-02 |           82.9001 ‖
‖       109 |  87744 |              12490 |   2.701e-02 |           82.9001 ‖
‖       110 |  88249 |              12992 |   2.701e-02 |           82.8999 ‖
‖       111 |  88807 |              13397 |   2.704e-02 |           82.9001 ‖
‖       112 |  89377 |              13828 |   2.703e-02 |           82.9012 ‖
‖       113 |  89870 |              14322 |   2.705e-02 |           82.9012 ‖
‖       114 |  90529 |              14645 |   2.709e-02 |           82.9011 ‖
‖       115 |  91103 |              15073 |   2.710e-02 |           82.9011 ‖
‖       116 |  91812 |              15348 |   2.711e-02 |           82.9012 ‖
‖       117 |  92604 |              15543 |   2.712e-02 |           82.9013 ‖
‖       118 |  93082 |              16065 |   2.711e-02 |           82.7682 ‖
‖       119 |  93748 |              16373 |   2.711e-02 |           82.7682 ‖
‖       120 |  94471 |              16653 |   2.711e-02 |           82.7682 ‖
‖       121 |  95401 |              16731 |   2.710e-02 |           82.7682 ‖
‖       122 |  96340 |              16807 |   2.710e-02 |           82.7682 ‖
‖       123 |  97221 |              16946 |   2.710e-02 |           82.7682 ‖
‖       124 |  97910 |              17275 |   2.708e-02 |           82.5370 ‖
‖       125 |  98750 |              17434 |   2.706e-02 |           82.3089 ‖
‖       126 |  99477 |              17718 |   2.702e-02 |           81.9038 ‖
‖       127 | 100239 |              17957 |   2.698e-02 |           81.6437 ‖
‖       128 | 101139 |              18073 |   2.693e-02 |           81.6434 ‖
‖       129 | 101771 |              18455 |   2.690e-02 |           81.3682 ‖
‖       130 | 102475 |              18762 |   2.687e-02 |           81.1998 ‖
‖       131 | 103319 |              18923 |   2.683e-02 |           81.1995 ‖
‖       132 | 104187 |              19075 |   2.681e-02 |           81.1996 ‖
‖       133 | 105122 |              19154 |   2.678e-02 |           81.1996 ‖
‖       134 | 106023 |              19269 |   2.674e-02 |           81.0528 ‖
‖       135 | 106838 |              19462 |   2.669e-02 |           80.7672 ‖
‖       136 | 107851 |              19470 |   2.665e-02 |           80.7672 ‖
‖       137 | 108775 |              19565 |   2.660e-02 |           80.6199 ‖
‖       138 | 109787 |              19573 |   2.654e-02 |           80.6198 ‖
‖       139 | 110801 |              19578 |   2.649e-02 |           80.6198 ‖
‖       140 | 111812 |              19591 |   2.643e-02 |           80.6198 ‖
‖       141 | 112836 |              19591 |   2.639e-02 |           80.6198 ‖
‖       142 | 113856 |              19595 |   2.635e-02 |           80.6198 ‖
‖       143 | 114750 |              19721 |   2.628e-02 |           80.4590 ‖
‖       144 | 115501 |              19981 |   2.623e-02 |           80.0798 ‖
‖       145 | 116473 |              20025 |   2.618e-02 |           80.0797 ‖
‖       146 | 117270 |              20240 |   2.612e-02 |           79.8923 ‖
‖       147 | 118058 |              20472 |   2.608e-02 |           79.5078 ‖
‖       148 | 118784 |              20759 |   2.602e-02 |           79.4026 ‖
‖       149 | 119648 |              20892 |   2.597e-02 |           79.2803 ‖
‖       150 | 120594 |              20960 |   2.591e-02 |           79.2802 ‖
‖       151 | 121233 |              21317 |   2.587e-02 |           79.0848 ‖
‖       152 | 122036 |              21523 |   2.583e-02 |           78.9391 ‖
‖       153 | 122856 |              21712 |   2.579e-02 |           78.9167 ‖
‖       154 | 123549 |              22023 |   2.578e-02 |           78.9166 ‖
‖       155 | 124036 |              22532 |   2.577e-02 |           78.9166 ‖
‖       156 | 124424 |              23083 |   2.579e-02 |           78.9166 ‖
‖       157 | 125073 |              23411 |   2.580e-02 |           78.9167 ‖
‖       158 | 125935 |              23539 |   2.577e-02 |           78.9167 ‖
‖       159 | 126781 |              23708 |   2.574e-02 |           78.6957 ‖
‖       160 | 127737 |              23768 |   2.573e-02 |           78.6142 ‖
‖       161 | 128741 |              23784 |   2.568e-02 |           78.6142 ‖
‖       162 | 129749 |              23799 |   2.566e-02 |           78.6142 ‖
‖       163 | 130740 |              23829 |   2.564e-02 |           78.6142 ‖
‖       164 | 131681 |              23905 |   2.559e-02 |           78.6142 ‖
‖       165 | 132548 |              24051 |   2.556e-02 |           78.6142 ‖
‖       166 | 133352 |              24248 |   2.556e-02 |           78.6142 ‖
‖       167 | 134074 |              24520 |   2.552e-02 |           78.6142 ‖
‖       168 | 134775 |              24809 |   2.550e-02 |           78.6142 ‖
‖       169 | 135465 |              25119 |   2.550e-02 |           78.6142 ‖
‖       170 | 136167 |              25409 |   2.546e-02 |           78.6142 ‖
‖       171 | 136925 |              25649 |   2.545e-02 |           78.6142 ‖
‖       172 | 137706 |              25867 |   2.545e-02 |           78.6142 ‖
‖       173 | 138372 |              26193 |   2.541e-02 |           78.6142 ‖
‖       174 | 138913 |              26623 |   2.540e-02 |           78.6142 ‖
‖       175 | 139318 |              27170 |   2.542e-02 |           78.6142 ‖
‖       176 | 139843 |              27590 |   2.540e-02 |           78.6142 ‖
‖       177 | 140477 |              27924 |   2.538e-02 |           78.6142 ‖
‖       178 | 141232 |              28163 |   2.537e-02 |           78.6142 ‖
‖       179 | 141980 |              28414 |   2.533e-02 |           78.6142 ‖
‖       180 | 142679 |              28711 |   2.532e-02 |           78.6142 ‖
‖       181 | 143218 |              29154 |   2.533e-02 |           78.6142 ‖
‖       182 | 143685 |              29664 |   2.531e-02 |           78.6142 ‖
‖       183 | 144146 |              30166 |   2.532e-02 |           78.6142 ‖
‖       184 | 144737 |              30569 |   2.533e-02 |           78.6142 ‖
‖       185 | 145310 |              30975 |   2.530e-02 |           78.6142 ‖
‖       186 | 145857 |              31390 |   2.527e-02 |           78.5999 ‖
‖       187 | 146328 |              31891 |   2.526e-02 |           78.4717 ‖
‖       188 | 146755 |              32432 |   2.523e-02 |           78.4717 ‖
‖       189 | 146993 |              33138 |   2.523e-02 |           78.0706 ‖
‖       190 | 147226 |              33849 |   2.523e-02 |           77.7945 ‖
‖       191 | 147502 |              34538 |   2.521e-02 |           77.7945 ‖
‖       192 | 147897 |              35083 |   2.523e-02 |           77.7945 ‖
‖       193 | 148393 |              35566 |   2.525e-02 |           77.7945 ‖
‖       194 | 148563 |              36368 |   2.524e-02 |           77.7945 ‖
‖       195 | 148751 |              37109 |   2.524e-02 |           77.7945 ‖
‖       196 | 148876 |              37898 |   2.523e-02 |           77.7673 ‖
‖       197 | 148908 |              38804 |   2.524e-02 |           77.5667 ‖
‖       198 | 149030 |              39613 |   2.525e-02 |           77.2287 ‖
‖       199 | 149000 |              40554 |   2.526e-02 |           77.0323 ‖
‖       200 | 149092 |              41381 |   2.528e-02 |           76.6369 ‖
‖       201 | 149264 |              42153 |   2.530e-02 |           76.2964 ‖
‖       202 | 149315 |              43062 |   2.531e-02 |           76.2059 ‖
‖       203 | 149450 |              43857 |   2.531e-02 |           76.1816 ‖
‖       204 | 149594 |              44631 |   2.532e-02 |           76.0879 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.016 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1093.vnnlib: unknown
--- Verification time: 20.0314 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (584/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_629.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_629.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_629.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.267e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   5.126e-02 |           27.6807 ‖
‖         3 |      2 |                  1 |   5.099e-02 |           27.6807 ‖
‖         4 |      4 |                  1 |   4.682e-02 |           20.7607 ‖
‖         5 |      4 |                  4 |   4.878e-02 |           13.6842 ‖
‖         6 |      4 |                  8 |   4.572e-02 |            4.6321 ‖
‖         7 |      3 |                 12 |   4.156e-02 |            0.9805 ‖
‖         8 |      1 |                 15 |   4.544e-02 |            0.4160 ‖
‖         9 |      1 |                 16 |   3.670e-02 |            0.0000 ‖
‖        10 |      0 |                 17 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.179 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_629.vnnlib: unsat
--- Verification time: 0.1891 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (585/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5561.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5561.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5561.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.788e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5561.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (586/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2286.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2286.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2286.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.699e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2286.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (587/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7319.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7319.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7319.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.836e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.528e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.279e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.111e-02 |           97.4146 ‖
‖         5 |     15 |                  1 |   3.859e-02 |           90.1357 ‖
‖         6 |     28 |                  3 |   3.715e-02 |           84.1213 ‖
‖         7 |     51 |                  7 |   3.631e-02 |           75.6035 ‖
‖         8 |     91 |                 17 |   3.560e-02 |           69.1635 ‖
‖         9 |    166 |                 32 |   3.440e-02 |           63.1697 ‖
‖        10 |    294 |                 68 |   3.318e-02 |           55.0546 ‖
‖        11 |    497 |                151 |   3.158e-02 |           45.9293 ‖
‖        12 |    827 |                300 |   3.073e-02 |           38.6440 ‖
‖        13 |   1367 |                565 |   2.950e-02 |           32.0889 ‖
‖        14 |   2099 |                827 |   2.839e-02 |           28.6912 ‖
‖        15 |   2623 |               1295 |   2.764e-02 |           23.8645 ‖
‖        16 |   3273 |               1651 |   2.709e-02 |           21.5844 ‖
‖        17 |   4084 |               1847 |   2.679e-02 |           20.7758 ‖
‖        18 |   4698 |               2216 |   2.659e-02 |           19.5812 ‖
‖        19 |   5681 |               2249 |   2.641e-02 |           19.4525 ‖
‖        19 |   4657 |               2281 |   2.642e-02 |           16.3153 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.135 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7319.vnnlib: sat
--- Verification time: 1.1477 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (588/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7067.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7067.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7067.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.440e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7067.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (589/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1915.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1915.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1915.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.503e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1915.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (590/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1356.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1356.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1356.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.723e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.591e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.428e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.347e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.281e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.198e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.108e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.037e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   2.948e-02 |           99.9999 ‖
‖         9 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.168 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1356.vnnlib: sat
--- Verification time: 0.1792 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (591/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1441.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1441.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1441.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.929e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1441.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (592/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2157.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2157.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2157.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.840e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.659e-02 |           76.5900 ‖
‖         3 |      3 |                  1 |   5.550e-02 |           52.0699 ‖
‖         4 |      4 |                  3 |   5.490e-02 |           47.1377 ‖
‖         5 |      8 |                  3 |   5.445e-02 |           45.2364 ‖
‖         6 |     13 |                  6 |   5.294e-02 |           38.0765 ‖
‖         7 |     24 |                  8 |   4.964e-02 |           32.2186 ‖
‖         8 |     39 |                 15 |   4.993e-02 |           26.2481 ‖
‖         9 |     55 |                 37 |   4.946e-02 |           18.1773 ‖
‖        10 |     77 |                 66 |   4.780e-02 |           12.8385 ‖
‖        11 |    109 |                106 |   4.743e-02 |            9.0588 ‖
‖        12 |    121 |                196 |   4.563e-02 |            4.6458 ‖
‖        13 |    125 |                297 |   4.381e-02 |            2.2177 ‖
‖        14 |    110 |                419 |   4.336e-02 |            0.9256 ‖
‖        15 |     92 |                529 |   4.154e-02 |            0.3454 ‖
‖        16 |     62 |                631 |   4.050e-02 |            0.1289 ‖
‖        17 |     41 |                703 |   4.207e-02 |            0.0489 ‖
‖        18 |     31 |                750 |   3.771e-02 |            0.0125 ‖
‖        19 |     11 |                790 |   3.952e-02 |            0.0023 ‖
‖        20 |      0 |                809 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.612 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2157.vnnlib: unsat
--- Verification time: 0.6240 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (593/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2823.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2823.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2823.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.087e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2823.vnnlib: unsat
--- Verification time: 0.0316 / 20.0000 [s]
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__________________________________________________________________
INSTANCE (594/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1454.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1454.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1454.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.294e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1454.vnnlib: sat
--- Verification time: 0.0168 / 20.0000 [s]
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__________________________________________________________________
INSTANCE (595/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1974.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1974.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1974.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.506e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1974.vnnlib: sat
--- Verification time: 0.0187 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (596/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_767.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_767.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_767.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.063e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.895e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.726e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.612e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.389e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.081 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_767.vnnlib: sat
--- Verification time: 0.0910 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (597/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6836.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6836.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6836.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.867e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6836.vnnlib: sat
--- Verification time: 0.0189 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (598/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4546.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4546.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4546.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.400e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4546.vnnlib: sat
--- Verification time: 0.0189 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (599/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1650.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1650.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1650.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.118e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1650.vnnlib: unsat
--- Verification time: 0.0171 / 20.0000 [s]
------------------------------------------------------------------
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INSTANCE (600/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_462.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_462.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_462.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.498e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_462.vnnlib: sat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (601/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4364.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4364.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4364.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.849e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4364.vnnlib: sat
--- Verification time: 0.0198 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (602/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1447.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1447.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1447.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.661e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.544e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.430e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.371e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.287e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.213e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.116e-02 |           99.7794 ‖
‖         8 |    126 |                  2 |   3.032e-02 |           97.3627 ‖
‖         9 |    243 |                 11 |   2.975e-02 |           93.4059 ‖
‖        10 |    464 |                 33 |   2.926e-02 |           89.2526 ‖
‖        11 |    867 |                 92 |   2.866e-02 |           83.0965 ‖
‖        11 |      0 |                 98 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.365 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1447.vnnlib: sat
--- Verification time: 0.3773 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (603/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5237.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5237.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5237.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.094e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5237.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
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INSTANCE (604/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7173.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7173.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7173.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.337e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7173.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
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INSTANCE (605/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_470.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_470.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_470.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.216e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_470.vnnlib: unsat
--- Verification time: 0.0148 / 20.0000 [s]
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INSTANCE (606/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_896.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_896.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_896.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.615e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_896.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
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INSTANCE (607/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1673.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1673.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1673.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.619e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1673.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
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INSTANCE (608/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_722.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_722.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_722.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.333e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_722.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (609/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3356.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3356.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3356.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.450e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3356.vnnlib: sat
--- Verification time: 0.0165 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (610/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_629.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_629.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_629.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.766e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.466e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.151e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.997e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.846e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.689e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.566e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.450e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.337e-02 |          100.0000 ‖
‖        10 |    510 |                  2 |   5.238e-02 |           99.5030 ‖
‖        11 |   1009 |                 13 |   5.133e-02 |           98.1518 ‖
‖        12 |   1988 |                 40 |   5.020e-02 |           96.6135 ‖
‖        13 |   2914 |                135 |   4.933e-02 |           93.8829 ‖
‖        14 |   3932 |                138 |   4.880e-02 |           93.8825 ‖
‖        15 |   4909 |                183 |   4.835e-02 |           93.2482 ‖
‖        16 |   5783 |                328 |   4.781e-02 |           91.0599 ‖
‖        17 |   6766 |                357 |   4.738e-02 |           90.7429 ‖
‖        17 |   5742 |                358 |   4.749e-02 |           77.4627 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.991 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_629.vnnlib: sat
--- Verification time: 1.0024 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (611/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1627.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1627.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1627.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.020e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1627.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (612/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4208.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4208.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4208.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.513e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4208.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (613/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5824.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5824.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5824.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.557e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.433e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.312e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.161e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.061e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.002e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.923e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.804e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.700e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.602e-02 |           99.9998 ‖
‖        11 |   1016 |                  8 |   3.465e-02 |           98.7347 ‖
‖        12 |   1983 |                 54 |   3.379e-02 |           95.8200 ‖
‖        13 |   2832 |                219 |   3.319e-02 |           90.7300 ‖
‖        14 |   3832 |                235 |   3.288e-02 |           90.3322 ‖
‖        15 |   4799 |                282 |   3.262e-02 |           89.7667 ‖
‖        16 |   5488 |                613 |   3.219e-02 |           85.0778 ‖
‖        17 |   6371 |                736 |   3.189e-02 |           83.6066 ‖
‖        18 |   7320 |                808 |   3.161e-02 |           82.4577 ‖
‖        19 |   8270 |                882 |   3.135e-02 |           81.0964 ‖
‖        20 |   9280 |                893 |   3.111e-02 |           80.9262 ‖
‖        21 |  10222 |                967 |   3.087e-02 |           80.3787 ‖
‖        22 |  11243 |                969 |   3.065e-02 |           80.3539 ‖
‖        23 |  12248 |                987 |   3.042e-02 |           80.3520 ‖
‖        24 |  12903 |               1337 |   3.021e-02 |           78.7094 ‖
‖        25 |  13500 |               1719 |   3.006e-02 |           76.9971 ‖
‖        26 |  14297 |               1933 |   2.996e-02 |           76.2332 ‖
‖        27 |  14983 |               2254 |   2.989e-02 |           75.0379 ‖
‖        28 |  15915 |               2335 |   2.981e-02 |           75.0231 ‖
‖        29 |  16700 |               2564 |   2.970e-02 |           73.9624 ‖
‖        30 |  17535 |               2733 |   2.962e-02 |           73.5472 ‖
‖        31 |  18384 |               2899 |   2.952e-02 |           73.5401 ‖
‖        32 |  19077 |               3222 |   2.941e-02 |           72.1810 ‖
‖        33 |  19793 |               3516 |   2.933e-02 |           70.9080 ‖
‖        34 |  20509 |               3782 |   2.922e-02 |           70.6788 ‖
‖        35 |  21233 |               4069 |   2.915e-02 |           69.9758 ‖
‖        36 |  21980 |               4334 |   2.910e-02 |           69.8096 ‖
‖        37 |  22724 |               4599 |   2.902e-02 |           69.8047 ‖
‖        38 |  23416 |               4911 |   2.893e-02 |           68.9845 ‖
‖        39 |  24258 |               5083 |   2.884e-02 |           68.8954 ‖
‖        40 |  24976 |               5373 |   2.877e-02 |           68.8907 ‖
‖        41 |  25626 |               5732 |   2.870e-02 |           68.3628 ‖
‖        42 |  26192 |               6151 |   2.869e-02 |           67.9561 ‖
‖        43 |  26787 |               6524 |   2.867e-02 |           67.8346 ‖
‖        44 |  27465 |               6833 |   2.861e-02 |           67.7583 ‖
‖        45 |  28117 |               7170 |   2.861e-02 |           67.6320 ‖
‖        46 |  28905 |               7370 |   2.860e-02 |           67.5630 ‖
‖        47 |  29444 |               7813 |   2.856e-02 |           66.6697 ‖
‖        48 |  30277 |               7986 |   2.851e-02 |           66.6264 ‖
‖        49 |  30730 |               8512 |   2.847e-02 |           65.5298 ‖
‖        50 |  31322 |               8891 |   2.843e-02 |           65.3532 ‖
‖        51 |  31738 |               9439 |   2.839e-02 |           64.8098 ‖
‖        52 |  32351 |               9822 |   2.836e-02 |           64.7667 ‖
‖        53 |  32940 |              10227 |   2.833e-02 |           64.7309 ‖
‖        54 |  33215 |              10924 |   2.830e-02 |           63.6978 ‖
‖        55 |  33633 |              11473 |   2.829e-02 |           63.2852 ‖
‖        56 |  34129 |              11964 |   2.827e-02 |           63.1242 ‖
‖        57 |  34752 |              12330 |   2.826e-02 |           63.0487 ‖
‖        58 |  35286 |              12769 |   2.823e-02 |           63.0187 ‖
‖        59 |  35597 |              13419 |   2.820e-02 |           62.0826 ‖
‖        60 |  36047 |              13955 |   2.816e-02 |           61.9605 ‖
‖        61 |  36456 |              14510 |   2.814e-02 |           61.7465 ‖
‖        62 |  36958 |              14988 |   2.812e-02 |           61.3100 ‖
‖        63 |  37538 |              15405 |   2.813e-02 |           61.2522 ‖
‖        64 |  37895 |              16022 |   2.809e-02 |           61.2355 ‖
‖        65 |  38431 |              16455 |   2.810e-02 |           61.2253 ‖
‖        66 |  38875 |              16981 |   2.807e-02 |           61.2110 ‖
‖        67 |  39113 |              17716 |   2.805e-02 |           60.0672 ‖
‖        68 |  39466 |              18325 |   2.802e-02 |           59.8596 ‖
‖        69 |  39829 |              18940 |   2.799e-02 |           59.3699 ‖
‖        70 |  40155 |              19613 |   2.796e-02 |           58.4299 ‖
‖        71 |  40468 |              20227 |   2.794e-02 |           58.2400 ‖
‖        72 |  40845 |              20835 |   2.791e-02 |           57.9062 ‖
‖        73 |  41212 |              21435 |   2.788e-02 |           57.8897 ‖
‖        74 |  41571 |              22046 |   2.786e-02 |           57.3830 ‖
‖        75 |  41945 |              22655 |   2.784e-02 |           56.8786 ‖
‖        76 |  42163 |              23374 |   2.783e-02 |           56.7866 ‖
‖        77 |  42591 |              23926 |   2.781e-02 |           56.4047 ‖
‖        78 |  42919 |              24549 |   2.780e-02 |           56.1693 ‖
‖        79 |  43264 |              25161 |   2.779e-02 |           56.0906 ‖
‖        80 |  43778 |              25625 |   2.778e-02 |           55.9780 ‖
‖        81 |  44298 |              26076 |   2.775e-02 |           55.9491 ‖
‖        82 |  44569 |              26768 |   2.773e-02 |           55.1866 ‖
‖        83 |  44803 |              27477 |   2.771e-02 |           54.9570 ‖
‖        84 |  45093 |              28117 |   2.769e-02 |           54.8024 ‖
‖        85 |  45416 |              28743 |   2.768e-02 |           54.6980 ‖
‖        86 |  45757 |              29342 |   2.767e-02 |           54.5706 ‖
‖        87 |  46323 |              29758 |   2.767e-02 |           54.4595 ‖
‖        88 |  46957 |              30098 |   2.768e-02 |           54.3955 ‖
‖        89 |  47673 |              30363 |   2.765e-02 |           54.3432 ‖
‖        90 |  48300 |              30745 |   2.765e-02 |           53.5365 ‖
‖        91 |  48827 |              31208 |   2.764e-02 |           53.0687 ‖
‖        92 |  49341 |              31689 |   2.762e-02 |           52.6023 ‖
‖        93 |  49714 |              32276 |   2.760e-02 |           52.3340 ‖
‖        94 |  50029 |              32932 |   2.759e-02 |           51.9674 ‖
‖        95 |  50170 |              33741 |   2.757e-02 |           51.9195 ‖
‖        96 |  50520 |              34346 |   2.756e-02 |           51.7343 ‖
‖        97 |  50804 |              35018 |   2.756e-02 |           51.4605 ‖
‖        98 |  51180 |              35600 |   2.755e-02 |           51.1045 ‖
‖        99 |  51542 |              36198 |   2.755e-02 |           50.9234 ‖
‖       100 |  51906 |              36779 |   2.754e-02 |           50.7699 ‖
‖       101 |  52318 |              37325 |   2.754e-02 |           50.6473 ‖
‖       102 |  52632 |              37957 |   2.752e-02 |           50.3604 ‖
‖       103 |  52918 |              38618 |   2.751e-02 |           50.0278 ‖
‖       104 |  53263 |              39243 |   2.749e-02 |           49.9308 ‖
‖       105 |  53595 |              39862 |   2.746e-02 |           49.8920 ‖
‖       106 |  53852 |              40560 |   2.744e-02 |           49.8045 ‖
‖       107 |  53972 |              41373 |   2.743e-02 |           49.4217 ‖
‖       108 |  54213 |              42080 |   2.742e-02 |           49.3072 ‖
‖       109 |  54387 |              42841 |   2.741e-02 |           49.1683 ‖
‖       110 |  54662 |              43515 |   2.740e-02 |           49.1168 ‖
‖       111 |  54754 |              44347 |   2.738e-02 |           48.9207 ‖
‖       112 |  54942 |              45102 |   2.738e-02 |           48.8166 ‖
‖       113 |  55243 |              45741 |   2.737e-02 |           48.7626 ‖
‖       114 |  55572 |              46383 |   2.736e-02 |           48.6952 ‖
‖       115 |  55864 |              47025 |   2.736e-02 |           48.6354 ‖
‖       116 |  56244 |              47620 |   2.735e-02 |           48.5901 ‖
‖       117 |  56460 |              48353 |   2.734e-02 |           48.2923 ‖
‖       118 |  56625 |              49125 |   2.732e-02 |           47.8264 ‖
‖       119 |  56930 |              49794 |   2.730e-02 |           47.4242 ‖
‖       120 |  57136 |              50524 |   2.729e-02 |           47.2122 ‖
‖       121 |  57302 |              51311 |   2.728e-02 |           46.9629 ‖
‖       122 |  57440 |              52095 |   2.727e-02 |           46.7596 ‖
‖       123 |  57735 |              52754 |   2.727e-02 |           46.5127 ‖
‖       124 |  58063 |              53386 |   2.727e-02 |           46.4167 ‖
‖       125 |  58361 |              54037 |   2.726e-02 |           46.3571 ‖
‖       126 |  58571 |              54785 |   2.725e-02 |           46.3105 ‖
‖       127 |  58742 |              55543 |   2.724e-02 |           45.8033 ‖
‖       128 |  58835 |              56373 |   2.723e-02 |           45.6179 ‖
‖       129 |  59024 |              57131 |   2.721e-02 |           45.5658 ‖
‖       130 |  59117 |              57977 |   2.720e-02 |           45.4800 ‖
‖       131 |  59268 |              58774 |   2.719e-02 |           45.4107 ‖
‖       132 |  59447 |              59532 |   2.718e-02 |           45.2139 ‖
‖       133 |  59661 |              60291 |   2.717e-02 |           44.8444 ‖
‖       134 |  59898 |              61006 |   2.717e-02 |           44.5937 ‖
‖       135 |  60280 |              61597 |   2.718e-02 |           44.3881 ‖
‖       136 |  60546 |              62279 |   2.718e-02 |           44.3319 ‖
‖       137 |  60912 |              62876 |   2.717e-02 |           44.2717 ‖
‖       138 |  61292 |              63454 |   2.717e-02 |           44.1322 ‖
‖       139 |  61792 |              63923 |   2.718e-02 |           44.0686 ‖
‖       140 |  62051 |              64600 |   2.717e-02 |           44.0298 ‖
‖       141 |  62463 |              65176 |   2.716e-02 |           43.9932 ‖
‖       142 |  62534 |              66039 |   2.714e-02 |           43.3875 ‖
‖       143 |  62510 |              66972 |   2.713e-02 |           43.1169 ‖
‖       144 |  62639 |              67778 |   2.712e-02 |           42.9831 ‖
‖       145 |  62746 |              68619 |   2.710e-02 |           42.8164 ‖
‖       146 |  62697 |              69590 |   2.709e-02 |           42.5769 ‖
‖       147 |  62616 |              70593 |   2.707e-02 |           41.9702 ‖
‖       148 |  62605 |              71503 |   2.706e-02 |           41.7150 ‖
‖       149 |  62624 |              72391 |   2.706e-02 |           41.3653 ‖
‖       150 |  62688 |              73225 |   2.705e-02 |           41.1486 ‖
‖       151 |  62813 |              74040 |   2.704e-02 |           40.9313 ‖
‖       152 |  62971 |              74800 |   2.703e-02 |           40.8645 ‖
‖       153 |  63194 |              75541 |   2.702e-02 |           40.8426 ‖
‖       154 |  63313 |              76365 |   2.700e-02 |           40.4835 ‖
‖       155 |  63239 |              77356 |   2.699e-02 |           40.1247 ‖
‖       156 |  63275 |              78250 |   2.699e-02 |           39.7192 ‖
‖       157 |  63391 |              79043 |   2.698e-02 |           39.5521 ‖
‖       158 |  63457 |              79917 |   2.698e-02 |           39.3195 ‖
‖       159 |  63597 |              80712 |   2.697e-02 |           38.9240 ‖
‖       160 |  63675 |              81532 |   2.697e-02 |           38.6799 ‖
‖       161 |  63908 |              82254 |   2.696e-02 |           38.3791 ‖
‖       162 |  64065 |              83014 |   2.695e-02 |           38.2194 ‖
‖       163 |  64208 |              83798 |   2.694e-02 |           38.0908 ‖
‖       164 |  64444 |              84538 |   2.693e-02 |           37.9045 ‖
‖       165 |  64732 |              85199 |   2.692e-02 |           37.8001 ‖
‖       166 |  65042 |              85835 |   2.690e-02 |           37.7387 ‖
‖       167 |  65242 |              86582 |   2.690e-02 |           37.5486 ‖
‖       168 |  65391 |              87390 |   2.689e-02 |           37.0480 ‖
‖       169 |  65329 |              88382 |   2.688e-02 |           36.8505 ‖
‖       170 |  65314 |              89351 |   2.686e-02 |           36.7248 ‖
‖       171 |  65353 |              90246 |   2.685e-02 |           36.4952 ‖
‖       172 |  65328 |              91187 |   2.684e-02 |           36.3085 ‖
‖       173 |  65404 |              92040 |   2.683e-02 |           36.2206 ‖
‖       174 |  65568 |              92793 |   2.682e-02 |           36.1336 ‖
‖       175 |  65753 |              93565 |   2.681e-02 |           36.0048 ‖
‖       176 |  65954 |              94299 |   2.680e-02 |           35.8802 ‖
‖       177 |  66132 |              95049 |   2.680e-02 |           35.7662 ‖
‖       178 |  66463 |              95674 |   2.679e-02 |           35.6469 ‖
‖       179 |  66845 |              96261 |   2.679e-02 |           35.5675 ‖
‖       180 |  67319 |              96764 |   2.677e-02 |           35.5347 ‖
‖       181 |  67760 |              97301 |   2.675e-02 |           35.4521 ‖
‖       182 |  67947 |              98083 |   2.674e-02 |           34.9414 ‖
‖       183 |  67997 |              98976 |   2.673e-02 |           34.5641 ‖
‖       184 |  68065 |              99835 |   2.672e-02 |           34.4017 ‖
‖       185 |  68060 |             100775 |   2.671e-02 |           33.9518 ‖
‖       186 |  68040 |             101704 |   2.670e-02 |           33.7102 ‖
‖       187 |  68081 |             102612 |   2.669e-02 |           33.3225 ‖
‖       188 |  67996 |             103572 |   2.669e-02 |           33.2176 ‖
‖       189 |  68016 |             104475 |   2.668e-02 |           32.8324 ‖
‖       190 |  67919 |             105469 |   2.668e-02 |           32.4295 ‖
‖       191 |  67976 |             106346 |   2.668e-02 |           32.0863 ‖
‖       192 |  67932 |             107276 |   2.667e-02 |           31.9256 ‖
‖       193 |  68183 |             107981 |   2.665e-02 |           31.8030 ‖
‖       194 |  68243 |             108824 |   2.665e-02 |           31.5945 ‖
‖       195 |  68258 |             109765 |   2.664e-02 |           31.2787 ‖
‖       196 |  68264 |             110684 |   2.664e-02 |           30.8988 ‖
‖       197 |  68362 |             111515 |   2.664e-02 |           30.5629 ‖
‖       198 |  68475 |             112330 |   2.664e-02 |           30.2578 ‖
‖       199 |  68645 |             113101 |   2.663e-02 |           30.0613 ‖
‖       200 |  68852 |             113841 |   2.662e-02 |           29.8650 ‖
‖       201 |  68927 |             114716 |   2.661e-02 |           29.6754 ‖
‖       202 |  68961 |             115625 |   2.661e-02 |           29.5290 ‖
‖       203 |  68963 |             116518 |   2.660e-02 |           29.3858 ‖
‖       204 |  68972 |             117453 |   2.659e-02 |           29.2316 ‖
‖       205 |  68864 |             118487 |   2.658e-02 |           28.9897 ‖
‖       206 |  68888 |             119380 |   2.658e-02 |           28.9182 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.080 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5824.vnnlib: unknown
--- Verification time: 20.0923 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (614/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4241.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4241.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4241.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.151e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.024e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.858e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.779e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.687e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.553e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.467e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.370e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   4.265e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.170e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.080e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   3.956e-02 |           99.9997 ‖
‖        13 |   3072 |                  0 |   3.871e-02 |           99.9979 ‖
‖        14 |   4095 |                  1 |   3.827e-02 |           99.9165 ‖
‖        15 |   5119 |                  1 |   3.794e-02 |           99.9149 ‖
‖        16 |   6128 |                 16 |   3.757e-02 |           99.6735 ‖
‖        17 |   7152 |                 16 |   3.728e-02 |           99.6734 ‖
‖        18 |   8176 |                 16 |   3.703e-02 |           99.6738 ‖
‖        19 |   9193 |                 22 |   3.679e-02 |           99.5964 ‖
‖        20 |  10207 |                 31 |   3.658e-02 |           99.4609 ‖
‖        21 |  11231 |                 31 |   3.637e-02 |           99.4595 ‖
‖        22 |  12240 |                 46 |   3.617e-02 |           99.2049 ‖
‖        23 |  13264 |                 46 |   3.599e-02 |           99.2040 ‖
‖        24 |  14287 |                 47 |   3.577e-02 |           99.1975 ‖
‖        25 |  15174 |                183 |   3.555e-02 |           98.1460 ‖
‖        26 |  16164 |                216 |   3.536e-02 |           97.9082 ‖
‖        27 |  17188 |                216 |   3.514e-02 |           97.9051 ‖
‖        28 |  18201 |                227 |   3.494e-02 |           97.7856 ‖
‖        29 |  19224 |                228 |   3.475e-02 |           97.7633 ‖
‖        30 |  20248 |                228 |   3.453e-02 |           97.7632 ‖
‖        31 |  21272 |                228 |   3.435e-02 |           97.7571 ‖
‖        32 |  22296 |                228 |   3.418e-02 |           97.7566 ‖
‖        33 |  23310 |                237 |   3.396e-02 |           97.7135 ‖
‖        34 |  24334 |                237 |   3.380e-02 |           97.7132 ‖
‖        35 |  25357 |                238 |   3.365e-02 |           97.7120 ‖
‖        36 |  26357 |                261 |   3.345e-02 |           97.6695 ‖
‖        37 |  27353 |                284 |   3.332e-02 |           97.6696 ‖
‖        38 |  28332 |                326 |   3.320e-02 |           97.6710 ‖
‖        39 |  29253 |                423 |   3.302e-02 |           97.6476 ‖
‖        40 |  30025 |                655 |   3.296e-02 |           97.6476 ‖
‖        41 |  30690 |                979 |   3.293e-02 |           97.6481 ‖
‖        42 |  31212 |               1431 |   3.288e-02 |           97.4433 ‖
‖        43 |  31640 |               1986 |   3.291e-02 |           97.0167 ‖
‖        44 |  32057 |               2517 |   3.299e-02 |           97.0165 ‖
‖        45 |  32609 |               2931 |   3.301e-02 |           97.0151 ‖
‖        46 |  33338 |               3191 |   3.306e-02 |           97.0146 ‖
‖        47 |  34200 |               3327 |   3.308e-02 |           97.0146 ‖
‖        48 |  35104 |               3441 |   3.300e-02 |           97.0096 ‖
‖        49 |  36050 |               3509 |   3.298e-02 |           97.0105 ‖
‖        50 |  37044 |               3534 |   3.294e-02 |           97.0109 ‖
‖        51 |  37991 |               3606 |   3.282e-02 |           96.8404 ‖
‖        52 |  38708 |               3909 |   3.274e-02 |           95.9066 ‖
‖        53 |  39552 |               4064 |   3.265e-02 |           95.6011 ‖
‖        54 |  40403 |               4227 |   3.256e-02 |           95.4262 ‖
‖        55 |  41186 |               4452 |   3.251e-02 |           95.0733 ‖
‖        56 |  42003 |               4632 |   3.244e-02 |           95.0098 ‖
‖        57 |  42797 |               4836 |   3.236e-02 |           94.9889 ‖
‖        58 |  43576 |               5055 |   3.232e-02 |           94.9888 ‖
‖        59 |  44312 |               5320 |   3.226e-02 |           94.9886 ‖
‖        60 |  44938 |               5693 |   3.220e-02 |           94.8565 ‖
‖        61 |  45498 |               6117 |   3.221e-02 |           94.6997 ‖
‖        62 |  45994 |               6600 |   3.219e-02 |           94.6468 ‖
‖        63 |  46485 |               7090 |   3.216e-02 |           94.5664 ‖
‖        64 |  46986 |               7570 |   3.219e-02 |           94.4395 ‖
‖        65 |  47578 |               7945 |   3.217e-02 |           94.4212 ‖
‖        66 |  48336 |               8187 |   3.210e-02 |           94.4057 ‖
‖        67 |  49236 |               8296 |   3.206e-02 |           94.4054 ‖
‖        68 |  50122 |               8419 |   3.198e-02 |           94.4054 ‖
‖        69 |  50982 |               8571 |   3.191e-02 |           94.3607 ‖
‖        70 |  51733 |               8820 |   3.190e-02 |           94.2884 ‖
‖        71 |  52409 |               9141 |   3.185e-02 |           94.2742 ‖
‖        72 |  53017 |               9521 |   3.181e-02 |           94.2743 ‖
‖        73 |  53533 |               9985 |   3.184e-02 |           94.2739 ‖
‖        74 |  54054 |              10434 |   3.182e-02 |           94.2749 ‖
‖        75 |  54557 |              10910 |   3.178e-02 |           94.2748 ‖
‖        76 |  55185 |              11274 |   3.176e-02 |           94.2747 ‖
‖        77 |  55827 |              11618 |   3.172e-02 |           94.2747 ‖
‖        78 |  56457 |              11962 |   3.168e-02 |           94.2329 ‖
‖        79 |  57144 |              12255 |   3.169e-02 |           94.1808 ‖
‖        80 |  57807 |              12578 |   3.165e-02 |           94.1741 ‖
‖        81 |  58354 |              13025 |   3.161e-02 |           94.1601 ‖
‖        82 |  58957 |              13417 |   3.163e-02 |           94.1446 ‖
‖        83 |  59525 |              13834 |   3.160e-02 |           94.1444 ‖
‖        84 |  60096 |              14247 |   3.155e-02 |           94.1348 ‖
‖        85 |  60646 |              14685 |   3.154e-02 |           94.1352 ‖
‖        86 |  61230 |              15087 |   3.150e-02 |           94.1354 ‖
‖        87 |  61727 |              15569 |   3.148e-02 |           94.1235 ‖
‖        88 |  62332 |              15955 |   3.149e-02 |           94.1195 ‖
‖        89 |  62840 |              16441 |   3.146e-02 |           94.1187 ‖
‖        90 |  63322 |              16928 |   3.145e-02 |           94.1147 ‖
‖        91 |  63852 |              17380 |   3.147e-02 |           94.1147 ‖
‖        92 |  64225 |              17969 |   3.145e-02 |           94.1144 ‖
‖        93 |  64726 |              18430 |   3.143e-02 |           94.1148 ‖
‖        94 |  65287 |              18845 |   3.142e-02 |           94.1145 ‖
‖        95 |  65588 |              19535 |   3.139e-02 |           94.1145 ‖
‖        96 |  66034 |              20042 |   3.140e-02 |           94.1145 ‖
‖        97 |  66543 |              20506 |   3.142e-02 |           94.1145 ‖
‖        98 |  66789 |              21211 |   3.144e-02 |           94.1145 ‖
‖        99 |  67242 |              21738 |   3.147e-02 |           94.1143 ‖
‖       100 |  67521 |              22404 |   3.150e-02 |           94.0184 ‖
‖       101 |  67961 |              22927 |   3.150e-02 |           94.0011 ‖
‖       102 |  68472 |              23382 |   3.150e-02 |           93.9484 ‖
‖       103 |  68963 |              23860 |   3.153e-02 |           93.5349 ‖
‖       104 |  69685 |              24126 |   3.157e-02 |           93.5340 ‖
‖       105 |  70535 |              24282 |   3.159e-02 |           93.5324 ‖
‖       106 |  71450 |              24379 |   3.160e-02 |           93.5006 ‖
‖       107 |  72436 |              24409 |   3.157e-02 |           93.5009 ‖
‖       108 |  73438 |              24427 |   3.154e-02 |           93.5011 ‖
‖       109 |  74412 |              24471 |   3.153e-02 |           93.5003 ‖
‖       110 |  75342 |              24549 |   3.151e-02 |           93.4985 ‖
‖       111 |  76236 |              24674 |   3.150e-02 |           93.4980 ‖
‖       112 |  77009 |              24910 |   3.149e-02 |           93.4966 ‖
‖       113 |  77672 |              25233 |   3.147e-02 |           93.4966 ‖
‖       114 |  78317 |              25585 |   3.144e-02 |           93.4968 ‖
‖       115 |  78888 |              26002 |   3.141e-02 |           93.4969 ‖
‖       116 |  79399 |              26476 |   3.140e-02 |           93.4967 ‖
‖       117 |  79878 |              26990 |   3.142e-02 |           93.4962 ‖
‖       118 |  80364 |              27459 |   3.143e-02 |           93.4959 ‖
‖       119 |  80987 |              27821 |   3.143e-02 |           93.4957 ‖
‖       120 |  81703 |              28093 |   3.143e-02 |           93.4954 ‖
‖       121 |  82474 |              28324 |   3.140e-02 |           93.4951 ‖
‖       122 |  83176 |              28610 |   3.137e-02 |           93.4222 ‖
‖       123 |  83988 |              28799 |   3.133e-02 |           93.4223 ‖
‖       124 |  84686 |              29096 |   3.128e-02 |           93.4224 ‖
‖       125 |  84976 |              29771 |   3.126e-02 |           92.8480 ‖
‖       126 |  85312 |              30405 |   3.124e-02 |           92.5181 ‖
‖       127 |  85682 |              31013 |   3.122e-02 |           92.3187 ‖
‖       128 |  86030 |              31630 |   3.121e-02 |           92.1071 ‖
‖       129 |  86566 |              32077 |   3.118e-02 |           92.1071 ‖
‖       130 |  86859 |              32740 |   3.117e-02 |           91.8093 ‖
‖       131 |  87434 |              33154 |   3.114e-02 |           91.8093 ‖
‖       132 |  87885 |              33688 |   3.111e-02 |           91.7752 ‖
‖       133 |  88220 |              34331 |   3.111e-02 |           91.3592 ‖
‖       134 |  88595 |              34927 |   3.110e-02 |           91.1760 ‖
‖       135 |  88968 |              35524 |   3.109e-02 |           91.0411 ‖
‖       136 |  89476 |              35992 |   3.108e-02 |           91.0129 ‖
‖       137 |  89933 |              36525 |   3.105e-02 |           91.0129 ‖
‖       138 |  90412 |              37006 |   3.106e-02 |           90.9837 ‖
‖       139 |  90905 |              37487 |   3.103e-02 |           90.9837 ‖
‖       140 |  91227 |              38143 |   3.103e-02 |           90.9839 ‖
‖       141 |  91677 |              38640 |   3.104e-02 |           90.9841 ‖
‖       142 |  92072 |              39209 |   3.105e-02 |           90.9840 ‖
‖       143 |  92431 |              39803 |   3.106e-02 |           90.9837 ‖
‖       144 |  92880 |              40304 |   3.106e-02 |           90.9837 ‖
‖       145 |  93276 |              40884 |   3.105e-02 |           90.8344 ‖
‖       146 |  93748 |              41380 |   3.104e-02 |           90.7752 ‖
‖       147 |  94292 |              41827 |   3.102e-02 |           90.7321 ‖
‖       148 |  94816 |              42301 |   3.102e-02 |           90.5162 ‖
‖       149 |  95300 |              42781 |   3.102e-02 |           90.4113 ‖
‖       150 |  95845 |              43208 |   3.103e-02 |           90.3144 ‖
‖       151 |  96511 |              43531 |   3.100e-02 |           90.2748 ‖
‖       152 |  97077 |              43938 |   3.099e-02 |           90.1442 ‖
‖       153 |  97676 |              44321 |   3.097e-02 |           90.0948 ‖
‖       154 |  98169 |              44823 |   3.097e-02 |           89.9253 ‖
‖       155 |  98620 |              45340 |   3.098e-02 |           89.8515 ‖
‖       156 |  99012 |              45917 |   3.100e-02 |           89.8304 ‖
‖       157 |  99370 |              46505 |   3.099e-02 |           89.8184 ‖
‖       158 | 100048 |              46813 |   3.098e-02 |           89.8130 ‖
‖       159 | 100839 |              47016 |   3.094e-02 |           89.8131 ‖
‖       160 | 101620 |              47219 |   3.091e-02 |           89.8133 ‖
‖       161 | 102416 |              47423 |   3.090e-02 |           89.8132 ‖
‖       162 | 103051 |              47768 |   3.088e-02 |           89.8130 ‖
‖       163 | 103659 |              48141 |   3.087e-02 |           89.8130 ‖
‖       164 | 104253 |              48528 |   3.085e-02 |           89.8132 ‖
‖       165 | 104696 |              49061 |   3.082e-02 |           89.7986 ‖
‖       166 | 105128 |              49594 |   3.082e-02 |           89.6907 ‖
‖       167 | 105561 |              50143 |   3.080e-02 |           89.6906 ‖
‖       168 | 105950 |              50732 |   3.079e-02 |           89.6189 ‖
‖       169 | 106424 |              51219 |   3.080e-02 |           89.4970 ‖
‖       170 | 106949 |              51676 |   3.079e-02 |           89.4556 ‖
‖       171 | 107582 |              52029 |   3.080e-02 |           89.4086 ‖
‖       172 | 108209 |              52379 |   3.076e-02 |           89.4048 ‖
‖       173 | 108714 |              52861 |   3.076e-02 |           89.3939 ‖
‖       174 | 109194 |              53334 |   3.075e-02 |           89.3940 ‖
‖       175 | 109560 |              53956 |   3.075e-02 |           89.3941 ‖
‖       176 | 110039 |              54458 |   3.077e-02 |           89.3942 ‖
‖       177 | 110663 |              54812 |   3.078e-02 |           89.3941 ‖
‖       178 | 111315 |              55148 |   3.077e-02 |           89.3941 ‖
‖       179 | 111897 |              55554 |   3.074e-02 |           89.3919 ‖
‖       180 | 112391 |              56023 |   3.073e-02 |           89.3920 ‖
‖       181 | 112812 |              56563 |   3.072e-02 |           89.3921 ‖
‖       182 | 113320 |              57028 |   3.072e-02 |           89.3921 ‖
‖       183 | 113794 |              57507 |   3.072e-02 |           89.3919 ‖
‖       184 | 114408 |              57888 |   3.072e-02 |           89.3919 ‖
‖       185 | 114925 |              58354 |   3.069e-02 |           89.3920 ‖
‖       186 | 115342 |              58896 |   3.070e-02 |           89.3211 ‖
‖       187 | 115731 |              59462 |   3.068e-02 |           89.3211 ‖
‖       188 | 116217 |              59929 |   3.068e-02 |           89.2603 ‖
‖       189 | 116804 |              60325 |   3.069e-02 |           89.2158 ‖
‖       190 | 117284 |              60820 |   3.069e-02 |           89.1949 ‖
‖       191 | 117792 |              61289 |   3.068e-02 |           89.1679 ‖
‖       192 | 118188 |              61860 |   3.066e-02 |           89.1632 ‖
‖       193 | 118594 |              62400 |   3.067e-02 |           89.1190 ‖
‖       194 | 118967 |              62995 |   3.065e-02 |           89.1191 ‖
‖       195 | 119476 |              63460 |   3.066e-02 |           89.0819 ‖
‖       196 | 119994 |              63903 |   3.068e-02 |           89.0660 ‖
‖       197 | 120398 |              64447 |   3.069e-02 |           89.0442 ‖
‖       198 | 120729 |              65084 |   3.068e-02 |           89.0443 ‖
‖       199 | 121115 |              65646 |   3.068e-02 |           89.0443 ‖
‖       200 | 121489 |              66237 |   3.066e-02 |           89.0443 ‖
‖       201 | 121930 |              66750 |   3.066e-02 |           89.0443 ‖
‖       202 | 122492 |              67157 |   3.065e-02 |           89.0443 ‖
‖       203 | 122923 |              67690 |   3.065e-02 |           89.0442 ‖
‖       204 | 123323 |              68246 |   3.065e-02 |           89.0441 ‖
‖       205 | 123598 |              68930 |   3.065e-02 |           89.0241 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.034 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4241.vnnlib: unknown
--- Verification time: 20.0471 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (615/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4962.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4962.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4962.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.883e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.782e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.743e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   2.678e-02 |           99.9997 ‖
‖         5 |     16 |                  0 |   2.608e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   2.553e-02 |           99.9994 ‖
‖         7 |     64 |                  0 |   2.500e-02 |           99.9994 ‖
‖         8 |    127 |                  1 |   2.448e-02 |           99.1184 ‖
‖         9 |    242 |                 13 |   2.390e-02 |           93.3802 ‖
‖        10 |    440 |                 55 |   2.331e-02 |           83.0840 ‖
‖        11 |    748 |                178 |   2.269e-02 |           69.6525 ‖
‖        12 |   1162 |                493 |   2.208e-02 |           52.7372 ‖
‖        13 |   1655 |                980 |   2.161e-02 |           40.1852 ‖
‖        14 |   1971 |               1647 |   2.117e-02 |           29.5945 ‖
‖        15 |   2390 |               2177 |   2.092e-02 |           25.2593 ‖
‖        16 |   2295 |               3242 |   2.050e-02 |           18.7230 ‖
‖        17 |   2219 |               4207 |   2.029e-02 |           14.1666 ‖
‖        18 |   2404 |               4986 |   2.001e-02 |           11.9776 ‖
‖        19 |   2493 |               5802 |   1.995e-02 |           10.6914 ‖
‖        20 |   2296 |               6880 |   1.984e-02 |            8.5983 ‖
‖        21 |   2210 |               7865 |   1.971e-02 |            6.7803 ‖
‖        22 |   2295 |               8705 |   1.950e-02 |            5.5928 ‖
‖        23 |   2634 |               9295 |   1.944e-02 |            5.1068 ‖
‖        24 |   2620 |              10242 |   1.913e-02 |            4.2291 ‖
‖        25 |   2682 |              11095 |   1.895e-02 |            3.5041 ‖
‖        26 |   2769 |              11929 |   1.874e-02 |            2.8960 ‖
‖        27 |   3025 |              12615 |   1.860e-02 |            2.6285 ‖
‖        28 |   2810 |              13726 |   1.848e-02 |            2.3435 ‖
‖        29 |   2639 |              14785 |   1.840e-02 |            2.0359 ‖
‖        30 |   2405 |              15920 |   1.823e-02 |            1.6456 ‖
‖        31 |   2078 |              17069 |   1.824e-02 |            1.3429 ‖
‖        32 |   2008 |              18031 |   1.818e-02 |            1.0560 ‖
‖        33 |   1766 |              19153 |   1.799e-02 |            0.7855 ‖
‖        34 |   1391 |              20357 |   1.776e-02 |            0.4999 ‖
‖        35 |   1003 |              21593 |   1.760e-02 |            0.2394 ‖
‖        36 |    495 |              22931 |   1.653e-02 |            0.0492 ‖
‖        37 |    167 |              23585 |   1.540e-02 |            0.0081 ‖
‖        38 |     45 |              23814 |   1.525e-02 |            0.0009 ‖
‖        39 |     10 |              23875 |   1.678e-02 |            0.0002 ‖
‖        40 |      0 |              23891 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.851 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4962.vnnlib: unsat
--- Verification time: 2.8608 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (616/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_928.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_928.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_928.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.662e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.544e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.484e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.404e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.337e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.257e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.176e-02 |          100.0002 ‖
‖         8 |    125 |                  3 |   3.096e-02 |           96.7515 ‖
‖         9 |    232 |                 20 |   3.020e-02 |           88.7381 ‖
‖        10 |    403 |                 79 |   2.929e-02 |           75.4825 ‖
‖        11 |    676 |                196 |   2.855e-02 |           62.8829 ‖
‖        12 |   1115 |                414 |   2.792e-02 |           51.1353 ‖
‖        13 |   1760 |                756 |   2.753e-02 |           42.2854 ‖
‖        14 |   2362 |               1143 |   2.715e-02 |           36.5997 ‖
‖        15 |   3143 |               1340 |   2.698e-02 |           34.5324 ‖
‖        16 |   3793 |               1680 |   2.677e-02 |           32.2552 ‖
‖        17 |   4520 |               1938 |   2.656e-02 |           30.7664 ‖
‖        18 |   5310 |               2152 |   2.628e-02 |           29.4040 ‖
‖        19 |   6122 |               2358 |   2.603e-02 |           27.9975 ‖
‖        20 |   6993 |               2488 |   2.585e-02 |           27.3700 ‖
‖        21 |   7591 |               2893 |   2.562e-02 |           26.2487 ‖
‖        22 |   8446 |               3046 |   2.543e-02 |           25.4662 ‖
‖        23 |   9127 |               3372 |   2.523e-02 |           24.5014 ‖
‖        24 |   9857 |               3631 |   2.508e-02 |           23.7837 ‖
‖        25 |  10568 |               3909 |   2.492e-02 |           23.4698 ‖
‖        26 |  11129 |               4327 |   2.478e-02 |           22.7492 ‖
‖        27 |  11884 |               4566 |   2.464e-02 |           22.6470 ‖
‖        28 |  12357 |               5083 |   2.449e-02 |           21.7680 ‖
‖        29 |  12655 |               5746 |   2.439e-02 |           20.9357 ‖
‖        30 |  12933 |               6424 |   2.437e-02 |           20.8828 ‖
‖        31 |  13220 |               7103 |   2.442e-02 |           20.2433 ‖
‖        32 |  13598 |               7670 |   2.445e-02 |           20.0621 ‖
‖        33 |  13874 |               8353 |   2.437e-02 |           19.7236 ‖
‖        34 |  14132 |               9007 |   2.434e-02 |           19.3505 ‖
‖        35 |  14487 |               9594 |   2.428e-02 |           19.1746 ‖
‖        36 |  14952 |              10075 |   2.428e-02 |           18.8210 ‖
‖        37 |  15346 |              10637 |   2.423e-02 |           18.7632 ‖
‖        38 |  15463 |              11474 |   2.416e-02 |           18.2766 ‖
‖        39 |  15780 |              12086 |   2.415e-02 |           18.0791 ‖
‖        40 |  15980 |              12836 |   2.408e-02 |           17.9177 ‖
‖        41 |  16148 |              13596 |   2.407e-02 |           17.2906 ‖
‖        42 |  16362 |              14297 |   2.405e-02 |           17.1902 ‖
‖        43 |  16530 |              15064 |   2.401e-02 |           17.0507 ‖
‖        44 |  16824 |              15716 |   2.401e-02 |           17.0115 ‖
‖        45 |  16731 |              16754 |   2.398e-02 |           16.7747 ‖
‖        46 |  16908 |              17512 |   2.399e-02 |           16.4507 ‖
‖        47 |  16951 |              18392 |   2.400e-02 |           16.3261 ‖
‖        48 |  17085 |              19195 |   2.403e-02 |           16.2376 ‖
‖        49 |  17064 |              20159 |   2.404e-02 |           16.1958 ‖
‖        50 |  16900 |              21217 |   2.405e-02 |           15.7212 ‖
‖        51 |  16916 |              22144 |   2.406e-02 |           15.6881 ‖
‖        52 |  16878 |              23127 |   2.405e-02 |           15.0852 ‖
‖        53 |  16823 |              24078 |   2.406e-02 |           14.8413 ‖
‖        54 |  17028 |              24812 |   2.403e-02 |           14.8068 ‖
‖        55 |  17163 |              25625 |   2.401e-02 |           14.3648 ‖
‖        56 |  17435 |              26303 |   2.399e-02 |           13.9862 ‖
‖        57 |  17666 |              27010 |   2.398e-02 |           13.8108 ‖
‖        58 |  17607 |              27970 |   2.398e-02 |           13.6523 ‖
‖        59 |  17645 |              28862 |   2.394e-02 |           13.6238 ‖
‖        60 |  17648 |              29767 |   2.392e-02 |           13.3036 ‖
‖        61 |  17727 |              30586 |   2.391e-02 |           13.1731 ‖
‖        62 |  17784 |              31463 |   2.386e-02 |           13.1567 ‖
‖        63 |  17897 |              32263 |   2.385e-02 |           12.8609 ‖
‖        64 |  18049 |              33054 |   2.384e-02 |           12.6256 ‖
‖        65 |  18166 |              33853 |   2.385e-02 |           12.5054 ‖
‖        66 |  18192 |              34743 |   2.384e-02 |           12.4574 ‖
‖        67 |  18003 |              35808 |   2.383e-02 |           12.2590 ‖
‖        68 |  17993 |              36747 |   2.381e-02 |           12.1034 ‖
‖        69 |  18037 |              37592 |   2.383e-02 |           11.9665 ‖
‖        70 |  18096 |              38466 |   2.380e-02 |           11.9469 ‖
‖        71 |  17941 |              39563 |   2.377e-02 |           11.5337 ‖
‖        72 |  17799 |              40595 |   2.381e-02 |           11.2119 ‖
‖        73 |  17682 |              41628 |   2.380e-02 |           11.0420 ‖
‖        74 |  17585 |              42621 |   2.380e-02 |           10.9299 ‖
‖        75 |  17595 |              43511 |   2.378e-02 |           10.8538 ‖
‖        76 |  17676 |              44341 |   2.377e-02 |           10.7413 ‖
‖        77 |  17598 |              45310 |   2.378e-02 |           10.5228 ‖
‖        78 |  17710 |              46135 |   2.379e-02 |           10.2547 ‖
‖        79 |  17745 |              47009 |   2.379e-02 |           10.0680 ‖
‖        80 |  17853 |              47819 |   2.381e-02 |            9.8873 ‖
‖        81 |  17842 |              48748 |   2.380e-02 |            9.7986 ‖
‖        82 |  17666 |              49826 |   2.377e-02 |            9.5400 ‖
‖        83 |  17679 |              50730 |   2.375e-02 |            9.4875 ‖
‖        84 |  17389 |              51880 |   2.374e-02 |            9.1465 ‖
‖        85 |  17161 |              53008 |   2.371e-02 |            8.9178 ‖
‖        86 |  16888 |              54165 |   2.369e-02 |            8.8645 ‖
‖        87 |  16643 |              55332 |   2.365e-02 |            8.5656 ‖
‖        88 |  16397 |              56447 |   2.364e-02 |            8.3490 ‖
‖        89 |  16315 |              57451 |   2.361e-02 |            8.0695 ‖
‖        90 |  16169 |              58496 |   2.361e-02 |            7.8106 ‖
‖        91 |  16021 |              59542 |   2.360e-02 |            7.6201 ‖
‖        92 |  15952 |              60503 |   2.361e-02 |            7.5126 ‖
‖        93 |  15751 |              61602 |   2.358e-02 |            7.2981 ‖
‖        94 |  15559 |              62684 |   2.357e-02 |            7.1083 ‖
‖        95 |  15338 |              63789 |   2.357e-02 |            7.0386 ‖
‖        96 |  15106 |              64911 |   2.356e-02 |            6.9166 ‖
‖        97 |  14928 |              65963 |   2.359e-02 |            6.6928 ‖
‖        98 |  14881 |              66937 |   2.359e-02 |            6.4508 ‖
‖        99 |  14863 |              67867 |   2.359e-02 |            6.2316 ‖
‖       100 |  14831 |              68827 |   2.357e-02 |            6.0748 ‖
‖       101 |  14685 |              69866 |   2.355e-02 |            5.9307 ‖
‖       102 |  14495 |              70977 |   2.351e-02 |            5.7906 ‖
‖       103 |  14371 |              72017 |   2.349e-02 |            5.6668 ‖
‖       104 |  14282 |              73003 |   2.349e-02 |            5.6122 ‖
‖       105 |  14008 |              74167 |   2.347e-02 |            5.3645 ‖
‖       106 |  13791 |              75291 |   2.345e-02 |            5.0947 ‖
‖       107 |  13499 |              76461 |   2.345e-02 |            4.9517 ‖
‖       108 |  13136 |              77696 |   2.347e-02 |            4.8624 ‖
‖       109 |  12858 |              78863 |   2.344e-02 |            4.7890 ‖
‖       110 |  12629 |              79987 |   2.341e-02 |            4.6508 ‖
‖       111 |  12469 |              81064 |   2.335e-02 |            4.4653 ‖
‖       112 |  12345 |              82123 |   2.331e-02 |            4.2663 ‖
‖       113 |  12108 |              83256 |   2.328e-02 |            4.0767 ‖
‖       114 |  11927 |              84337 |   2.326e-02 |            3.8866 ‖
‖       115 |  11724 |              85443 |   2.325e-02 |            3.7092 ‖
‖       116 |  11439 |              86613 |   2.321e-02 |            3.5919 ‖
‖       117 |  11090 |              87863 |   2.318e-02 |            3.4441 ‖
‖       118 |  10655 |              89175 |   2.317e-02 |            3.3119 ‖
‖       119 |  10054 |              90647 |   2.315e-02 |            3.0610 ‖
‖       120 |   9492 |              92048 |   2.321e-02 |            2.8026 ‖
‖       121 |   8984 |              93476 |   2.314e-02 |            2.5750 ‖
‖       122 |   8510 |              94845 |   2.308e-02 |            2.4332 ‖
‖       123 |   7967 |              96268 |   2.307e-02 |            2.2528 ‖
‖       124 |   7412 |              97675 |   2.311e-02 |            2.1083 ‖
‖       125 |   6924 |              99031 |   2.312e-02 |            1.8851 ‖
‖       126 |   6477 |             100402 |   2.302e-02 |            1.6193 ‖
‖       127 |   6069 |             101745 |   2.288e-02 |            1.3846 ‖
‖       128 |   5740 |             102991 |   2.277e-02 |            1.2232 ‖
‖       129 |   5330 |             104285 |   2.269e-02 |            1.1128 ‖
‖       130 |   4963 |             105560 |   2.254e-02 |            1.0243 ‖
‖       131 |   4583 |             106827 |   2.238e-02 |            0.9503 ‖
‖       132 |   4006 |             108265 |   2.226e-02 |            0.7690 ‖
‖       133 |   3328 |             109819 |   2.217e-02 |            0.6642 ‖
‖       134 |   2640 |             111327 |   2.221e-02 |            0.5412 ‖
‖       135 |   1966 |             112831 |   2.221e-02 |            0.3769 ‖
‖       136 |   1418 |             114242 |   2.192e-02 |            0.2235 ‖
‖       137 |    934 |             115588 |   2.143e-02 |            0.0978 ‖
‖       138 |    403 |             116868 |   2.120e-02 |            0.0199 ‖
‖       139 |    148 |             117416 |   2.080e-02 |            0.0039 ‖
‖       140 |     41 |             117627 |   2.001e-02 |            0.0007 ‖
‖       141 |      7 |             117692 |   1.879e-02 |            0.0000 ‖
‖       142 |      0 |             117703 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 12.832 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_928.vnnlib: unsat
--- Verification time: 12.8424 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (617/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_92.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_92.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_92.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.436e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_92.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (618/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2883.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2883.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2883.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.241e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.052e-02 |           71.1192 ‖
‖         3 |      3 |                  1 |   3.995e-02 |           53.0696 ‖
‖         4 |      5 |                  2 |   3.879e-02 |           46.9894 ‖
‖         5 |      9 |                  3 |   3.847e-02 |           45.0529 ‖
‖         6 |     17 |                  4 |   3.724e-02 |           43.0994 ‖
‖         7 |     30 |                  7 |   3.678e-02 |           40.4047 ‖
‖         8 |     56 |                 11 |   3.584e-02 |           36.3021 ‖
‖         9 |     99 |                 23 |   3.506e-02 |           31.4667 ‖
‖        10 |    172 |                 46 |   3.467e-02 |           27.9938 ‖
‖        11 |    305 |                 83 |   3.408e-02 |           24.7289 ‖
‖        12 |    515 |                172 |   3.312e-02 |           20.5155 ‖
‖        13 |    836 |                346 |   3.252e-02 |           16.5617 ‖
‖        14 |   1333 |                648 |   3.179e-02 |           13.0387 ‖
‖        15 |   1778 |               1181 |   3.110e-02 |           10.0464 ‖
‖        16 |   2338 |               1570 |   3.098e-02 |            8.9910 ‖
‖        17 |   2977 |               1910 |   3.058e-02 |            8.1169 ‖
‖        18 |   3628 |               2228 |   3.037e-02 |            7.4124 ‖
‖        19 |   4482 |               2376 |   3.009e-02 |            6.9531 ‖
‖        20 |   5197 |               2651 |   2.987e-02 |            6.5900 ‖
‖        21 |   5991 |               2864 |   2.958e-02 |            6.2852 ‖
‖        22 |   6830 |               3017 |   2.940e-02 |            6.1328 ‖
‖        23 |   7604 |               3251 |   2.919e-02 |            5.8191 ‖
‖        24 |   8566 |               3287 |   2.903e-02 |            5.8023 ‖
‖        25 |   9164 |               3710 |   2.877e-02 |            5.1922 ‖
‖        26 |  10010 |               3865 |   2.857e-02 |            5.0287 ‖
‖        27 |  10832 |               4045 |   2.839e-02 |            4.9246 ‖
‖        28 |  11741 |               4150 |   2.824e-02 |            4.8553 ‖
‖        29 |  12720 |               4176 |   2.807e-02 |            4.8516 ‖
‖        30 |  13359 |               4559 |   2.785e-02 |            4.5695 ‖
‖        31 |  14142 |               4771 |   2.768e-02 |            4.5019 ‖
‖        32 |  14805 |               5103 |   2.753e-02 |            4.4511 ‖
‖        33 |  15195 |               5694 |   2.755e-02 |            4.4320 ‖
‖        34 |  15608 |               6243 |   2.758e-02 |            4.4278 ‖
‖        35 |  15867 |               6943 |   2.757e-02 |            4.1805 ‖
‖        36 |  16427 |               7342 |   2.757e-02 |            4.0453 ‖
‖        37 |  17251 |               7513 |   2.751e-02 |            4.0198 ‖
‖        38 |  18035 |               7735 |   2.747e-02 |            3.9896 ‖
‖        39 |  18829 |               7943 |   2.741e-02 |            3.9849 ‖
‖        40 |  19287 |               8461 |   2.732e-02 |            3.8654 ‖
‖        41 |  19486 |               9192 |   2.727e-02 |            3.6495 ‖
‖        42 |  19934 |               9709 |   2.722e-02 |            3.6197 ‖
‖        43 |  20216 |              10387 |   2.719e-02 |            3.4611 ‖
‖        44 |  20790 |              10775 |   2.713e-02 |            3.4528 ‖
‖        45 |  21265 |              11260 |   2.706e-02 |            3.4228 ‖
‖        46 |  21777 |              11703 |   2.704e-02 |            3.4200 ‖
‖        47 |  22294 |              12142 |   2.700e-02 |            3.4192 ‖
‖        48 |  22610 |              12789 |   2.696e-02 |            3.3040 ‖
‖        49 |  23039 |              13331 |   2.696e-02 |            3.2582 ‖
‖        50 |  23297 |              14015 |   2.692e-02 |            3.2547 ‖
‖        51 |  23752 |              14528 |   2.691e-02 |            3.2403 ‖
‖        52 |  24083 |              15154 |   2.690e-02 |            3.2386 ‖
‖        53 |  24303 |              15888 |   2.687e-02 |            3.2000 ‖
‖        54 |  24279 |              16851 |   2.683e-02 |            3.0698 ‖
‖        55 |  24268 |              17784 |   2.682e-02 |            3.0693 ‖
‖        56 |  24099 |              18875 |   2.685e-02 |            2.9807 ‖
‖        57 |  24272 |              19624 |   2.684e-02 |            2.9554 ‖
‖        58 |  24291 |              20528 |   2.683e-02 |            2.9246 ‖
‖        59 |  24606 |              21136 |   2.686e-02 |            2.9235 ‖
‖        60 |  24887 |              21792 |   2.686e-02 |            2.9179 ‖
‖        61 |  25138 |              22492 |   2.686e-02 |            2.8672 ‖
‖        62 |  25532 |              23030 |   2.690e-02 |            2.8439 ‖
‖        63 |  25962 |              23557 |   2.690e-02 |            2.8341 ‖
‖        64 |  25970 |              24483 |   2.687e-02 |            2.7307 ‖
‖        65 |  26205 |              25147 |   2.686e-02 |            2.7193 ‖
‖        66 |  26345 |              25959 |   2.684e-02 |            2.5661 ‖
‖        67 |  26541 |              26706 |   2.681e-02 |            2.5476 ‖
‖        68 |  26690 |              27463 |   2.679e-02 |            2.5118 ‖
‖        69 |  26979 |              28115 |   2.676e-02 |            2.5109 ‖
‖        70 |  27178 |              28839 |   2.674e-02 |            2.4876 ‖
‖        71 |  27410 |              29558 |   2.671e-02 |            2.4462 ‖
‖        72 |  27633 |              30257 |   2.670e-02 |            2.4372 ‖
‖        73 |  27779 |              31030 |   2.669e-02 |            2.4244 ‖
‖        74 |  27998 |              31736 |   2.671e-02 |            2.4192 ‖
‖        75 |  27899 |              32765 |   2.669e-02 |            2.3876 ‖
‖        76 |  28183 |              33407 |   2.667e-02 |            2.3871 ‖
‖        77 |  28331 |              34192 |   2.664e-02 |            2.3245 ‖
‖        78 |  28583 |              34860 |   2.662e-02 |            2.2757 ‖
‖        79 |  28866 |              35514 |   2.658e-02 |            2.2597 ‖
‖        80 |  29154 |              36160 |   2.654e-02 |            2.2555 ‖
‖        81 |  29046 |              37197 |   2.652e-02 |            2.1469 ‖
‖        82 |  28941 |              38177 |   2.650e-02 |            2.1259 ‖
‖        83 |  28904 |              39105 |   2.648e-02 |            2.1167 ‖
‖        84 |  28761 |              40126 |   2.649e-02 |            2.1046 ‖
‖        85 |  28830 |              40985 |   2.646e-02 |            2.1001 ‖
‖        86 |  28873 |              41867 |   2.644e-02 |            2.0928 ‖
‖        87 |  29138 |              42532 |   2.644e-02 |            2.0861 ‖
‖        88 |  29405 |              43201 |   2.643e-02 |            2.0823 ‖
‖        89 |  29649 |              43884 |   2.644e-02 |            2.0797 ‖
‖        90 |  29611 |              44857 |   2.642e-02 |            2.0309 ‖
‖        91 |  29419 |              45953 |   2.642e-02 |            1.9847 ‖
‖        92 |  29321 |              46977 |   2.642e-02 |            1.9221 ‖
‖        93 |  29384 |              47815 |   2.642e-02 |            1.8814 ‖
‖        94 |  29301 |              48803 |   2.641e-02 |            1.8662 ‖
‖        95 |  29241 |              49762 |   2.642e-02 |            1.8411 ‖
‖        96 |  29173 |              50761 |   2.643e-02 |            1.8313 ‖
‖        97 |  29200 |              51648 |   2.645e-02 |            1.8250 ‖
‖        98 |  29463 |              52311 |   2.645e-02 |            1.8210 ‖
‖        99 |  29744 |              52971 |   2.644e-02 |            1.8117 ‖
‖       100 |  29689 |              53950 |   2.642e-02 |            1.7520 ‖
‖       101 |  29615 |              54912 |   2.643e-02 |            1.7446 ‖
‖       102 |  29473 |              55972 |   2.641e-02 |            1.6921 ‖
‖       103 |  29228 |              57130 |   2.641e-02 |            1.6684 ‖
‖       104 |  29147 |              58105 |   2.640e-02 |            1.6434 ‖
‖       105 |  29220 |              58964 |   2.637e-02 |            1.6393 ‖
‖       106 |  29343 |              59744 |   2.636e-02 |            1.6371 ‖
‖       107 |  29531 |              60487 |   2.637e-02 |            1.6309 ‖
‖       108 |  29674 |              61301 |   2.635e-02 |            1.6043 ‖
‖       109 |  29818 |              62107 |   2.631e-02 |            1.5606 ‖
‖       110 |  29912 |              62935 |   2.629e-02 |            1.5228 ‖
‖       111 |  30104 |              63685 |   2.628e-02 |            1.5029 ‖
‖       112 |  30157 |              64539 |   2.629e-02 |            1.4837 ‖
‖       113 |  30127 |              65482 |   2.627e-02 |            1.4397 ‖
‖       114 |  30066 |              66444 |   2.626e-02 |            1.4265 ‖
‖       115 |  29940 |              67487 |   2.622e-02 |            1.4236 ‖
‖       116 |  29615 |              68675 |   2.620e-02 |            1.3413 ‖
‖       117 |  29297 |              69826 |   2.620e-02 |            1.2857 ‖
‖       118 |  28980 |              71045 |   2.618e-02 |            1.2544 ‖
‖       119 |  28611 |              72293 |   2.616e-02 |            1.2373 ‖
‖       120 |  28294 |              73479 |   2.616e-02 |            1.2355 ‖
‖       121 |  28065 |              74623 |   2.614e-02 |            1.2157 ‖
‖       122 |  27925 |              75677 |   2.612e-02 |            1.2140 ‖
‖       123 |  27552 |              76946 |   2.610e-02 |            1.1797 ‖
‖       124 |  27171 |              78208 |   2.608e-02 |            1.1499 ‖
‖       125 |  26929 |              79334 |   2.607e-02 |            1.1355 ‖
‖       126 |  26672 |              80505 |   2.605e-02 |            1.1086 ‖
‖       127 |  26649 |              81422 |   2.603e-02 |            1.0892 ‖
‖       128 |  26764 |              82175 |   2.604e-02 |            1.0741 ‖
‖       129 |  26729 |              83137 |   2.601e-02 |            1.0700 ‖
‖       130 |  26665 |              84102 |   2.600e-02 |            1.0685 ‖
‖       131 |  26344 |              85301 |   2.598e-02 |            1.0490 ‖
‖       132 |  26055 |              86506 |   2.596e-02 |            1.0209 ‖
‖       133 |  25863 |              87583 |   2.596e-02 |            1.0103 ‖
‖       134 |  25523 |              88843 |   2.595e-02 |            1.0080 ‖
‖       135 |  25338 |              89916 |   2.595e-02 |            1.0055 ‖
‖       136 |  25104 |              91036 |   2.596e-02 |            1.0037 ‖
‖       137 |  24664 |              92375 |   2.594e-02 |            0.9503 ‖
‖       138 |  24169 |              93759 |   2.593e-02 |            0.9253 ‖
‖       139 |  23784 |              95053 |   2.592e-02 |            0.9111 ‖
‖       140 |  23428 |              96287 |   2.591e-02 |            0.9012 ‖
‖       141 |  23037 |              97567 |   2.588e-02 |            0.8932 ‖
‖       142 |  22596 |              98877 |   2.590e-02 |            0.8851 ‖
‖       143 |  22395 |              99989 |   2.590e-02 |            0.8758 ‖
‖       144 |  22375 |             100935 |   2.587e-02 |            0.8660 ‖
‖       145 |  22374 |             101834 |   2.585e-02 |            0.8589 ‖
‖       146 |  22536 |             102589 |   2.585e-02 |            0.8514 ‖
‖       147 |  22548 |             103484 |   2.581e-02 |            0.8303 ‖
‖       148 |  22231 |             104710 |   2.575e-02 |            0.7740 ‖
‖       149 |  21985 |             105866 |   2.571e-02 |            0.7249 ‖
‖       150 |  21600 |             107150 |   2.567e-02 |            0.6831 ‖
‖       151 |  21256 |             108370 |   2.566e-02 |            0.6422 ‖
‖       152 |  20910 |             109637 |   2.563e-02 |            0.6165 ‖
‖       153 |  20539 |             110929 |   2.557e-02 |            0.6018 ‖
‖       154 |  20223 |             112161 |   2.552e-02 |            0.5927 ‖
‖       155 |  19874 |             113401 |   2.549e-02 |            0.5874 ‖
‖       156 |  19675 |             114525 |   2.543e-02 |            0.5829 ‖
‖       157 |  19226 |             115832 |   2.540e-02 |            0.5658 ‖
‖       158 |  18840 |             117092 |   2.540e-02 |            0.5514 ‖
‖       159 |  18529 |             118277 |   2.537e-02 |            0.5283 ‖
‖       160 |  18033 |             119635 |   2.534e-02 |            0.5165 ‖
‖       161 |  17486 |             121064 |   2.529e-02 |            0.5113 ‖
‖       162 |  16993 |             122391 |   2.530e-02 |            0.5071 ‖
‖       163 |  16616 |             123663 |   2.524e-02 |            0.5023 ‖
‖       164 |  16232 |             124921 |   2.519e-02 |            0.4957 ‖
‖       165 |  15972 |             126089 |   2.515e-02 |            0.4934 ‖
‖       166 |  15458 |             127520 |   2.504e-02 |            0.4606 ‖
‖       167 |  14827 |             128991 |   2.498e-02 |            0.4334 ‖
‖       168 |  14220 |             130439 |   2.491e-02 |            0.4050 ‖
‖       169 |  13922 |             131596 |   2.487e-02 |            0.3774 ‖
‖       170 |  13655 |             132755 |   2.481e-02 |            0.3491 ‖
‖       171 |  13419 |             133867 |   2.476e-02 |            0.3291 ‖
‖       172 |  13119 |             135040 |   2.471e-02 |            0.3207 ‖
‖       173 |  12598 |             136443 |   2.461e-02 |            0.2890 ‖
‖       174 |  12010 |             137840 |   2.459e-02 |            0.2550 ‖
‖       175 |  11370 |             139281 |   2.458e-02 |            0.2328 ‖
‖       176 |  10707 |             140743 |   2.465e-02 |            0.2157 ‖
‖       177 |  10116 |             142209 |   2.457e-02 |            0.1954 ‖
‖       178 |   9593 |             143619 |   2.448e-02 |            0.1775 ‖
‖       179 |   9208 |             144898 |   2.437e-02 |            0.1630 ‖
‖       180 |   8906 |             146096 |   2.425e-02 |            0.1536 ‖
‖       181 |   8563 |             147309 |   2.417e-02 |            0.1489 ‖
‖       182 |   8016 |             148683 |   2.408e-02 |            0.1345 ‖
‖       183 |   7436 |             150066 |   2.411e-02 |            0.1271 ‖
‖       184 |   6911 |             151453 |   2.403e-02 |            0.1225 ‖
‖       185 |   6222 |             152903 |   2.416e-02 |            0.1172 ‖
‖       186 |   5459 |             154445 |   2.427e-02 |            0.1097 ‖
‖       187 |   4825 |             155849 |   2.444e-02 |            0.1022 ‖
‖       188 |   4390 |             157171 |   2.420e-02 |            0.0924 ‖
‖       189 |   4037 |             158425 |   2.378e-02 |            0.0865 ‖
‖       190 |   3680 |             159665 |   2.351e-02 |            0.0817 ‖
‖       191 |   2958 |             161208 |   2.313e-02 |            0.0552 ‖
‖       192 |   2246 |             162732 |   2.265e-02 |            0.0290 ‖
‖       193 |   1462 |             164210 |   2.300e-02 |            0.0204 ‖
‖       194 |    690 |             165792 |   2.168e-02 |            0.0049 ‖
‖       195 |    124 |             166778 |   2.209e-02 |            0.0006 ‖
‖       196 |     10 |             166955 |   2.243e-02 |            0.0001 ‖
‖       197 |      1 |             166971 |   1.729e-02 |            0.0000 ‖
‖       198 |      0 |             166972 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 18.412 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2883.vnnlib: unsat
--- Verification time: 18.4223 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (619/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4954.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4954.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4954.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.174e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.083e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.998e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.899e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.809e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.758e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.669e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.577e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.495e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.420e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.351e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   3.296e-02 |          100.0001 ‖
‖        13 |   3072 |                  0 |   3.259e-02 |          100.0000 ‖
‖        14 |   4096 |                  0 |   3.231e-02 |          100.0001 ‖
‖        15 |   5120 |                  0 |   3.209e-02 |           99.9995 ‖
‖        16 |   6144 |                  0 |   3.183e-02 |           99.9991 ‖
‖        17 |   7168 |                  0 |   3.159e-02 |           99.9988 ‖
‖        18 |   8192 |                  0 |   3.136e-02 |           99.9992 ‖
‖        19 |   9216 |                  0 |   3.117e-02 |           99.9993 ‖
‖        20 |  10240 |                  0 |   3.099e-02 |           99.9991 ‖
‖        21 |  11264 |                  0 |   3.080e-02 |           99.9979 ‖
‖        22 |  12288 |                  0 |   3.066e-02 |           99.9973 ‖
‖        23 |  13312 |                  0 |   3.050e-02 |           99.9985 ‖
‖        24 |  14336 |                  0 |   3.030e-02 |           99.9977 ‖
‖        25 |  15360 |                  0 |   3.013e-02 |           99.9977 ‖
‖        26 |  16384 |                  0 |   2.996e-02 |           99.9985 ‖
‖        27 |  17408 |                  0 |   2.975e-02 |           99.9994 ‖
‖        27 |  16384 |                  0 |   2.985e-02 |           93.7483 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.196 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4954.vnnlib: sat
--- Verification time: 1.2110 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (620/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1513.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1513.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1513.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.720e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1513.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (621/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3911.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3911.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3911.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.717e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.598e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.528e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.458e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.391e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.311e-02 |          100.0001 ‖
‖         7 |     63 |                  1 |   3.240e-02 |           98.3528 ‖
‖         8 |    123 |                  4 |   3.126e-02 |           93.8025 ‖
‖         9 |    233 |                 15 |   3.021e-02 |           88.2919 ‖
‖        10 |    427 |                 49 |   2.992e-02 |           80.0902 ‖
‖        11 |    759 |                138 |   2.939e-02 |           71.6145 ‖
‖        12 |   1306 |                341 |   2.859e-02 |           59.2284 ‖
‖        13 |   1835 |                792 |   2.802e-02 |           47.6930 ‖
‖        14 |   2488 |               1101 |   2.787e-02 |           43.8177 ‖
‖        15 |   3126 |               1452 |   2.751e-02 |           39.5027 ‖
‖        16 |   3861 |               1704 |   2.730e-02 |           37.0622 ‖
‖        17 |   4657 |               1909 |   2.705e-02 |           34.4660 ‖
‖        18 |   5547 |               2008 |   2.691e-02 |           33.9647 ‖
‖        19 |   6113 |               2451 |   2.659e-02 |           30.9075 ‖
‖        20 |   7053 |               2500 |   2.645e-02 |           30.8279 ‖
‖        21 |   7811 |               2755 |   2.623e-02 |           29.0074 ‖
‖        22 |   8797 |               2776 |   2.609e-02 |           28.9836 ‖
‖        23 |   9566 |               3019 |   2.587e-02 |           27.3096 ‖
‖        24 |  10241 |               3358 |   2.563e-02 |           24.9523 ‖
‖        25 |  11229 |               3379 |   2.546e-02 |           24.9099 ‖
‖        26 |  12063 |               3559 |   2.528e-02 |           24.0701 ‖
‖        27 |  13072 |               3567 |   2.516e-02 |           24.0122 ‖
‖        28 |  13965 |               3681 |   2.501e-02 |           23.7003 ‖
‖        29 |  14422 |               4184 |   2.480e-02 |           22.3709 ‖
‖        30 |  15401 |               4224 |   2.464e-02 |           22.2681 ‖
‖        31 |  16275 |               4373 |   2.448e-02 |           21.7914 ‖
‖        32 |  17295 |               4375 |   2.437e-02 |           21.7820 ‖
‖        33 |  18175 |               4511 |   2.420e-02 |           21.3613 ‖
‖        34 |  18720 |               4970 |   2.401e-02 |           19.8992 ‖
‖        35 |  19688 |               4999 |   2.387e-02 |           19.8977 ‖
‖        36 |  20549 |               5159 |   2.372e-02 |           19.1299 ‖
‖        37 |  21536 |               5195 |   2.361e-02 |           19.0226 ‖
‖        38 |  22560 |               5195 |   2.346e-02 |           19.0225 ‖
‖        39 |  23267 |               5475 |   2.331e-02 |           18.3808 ‖
‖        40 |  24258 |               5493 |   2.320e-02 |           18.3803 ‖
‖        41 |  25057 |               5699 |   2.304e-02 |           17.8266 ‖
‖        42 |  25507 |               6220 |   2.288e-02 |           16.5318 ‖
‖        43 |  26423 |               6323 |   2.274e-02 |           16.5317 ‖
‖        44 |  27095 |               6665 |   2.268e-02 |           16.3429 ‖
‖        45 |  27689 |               7083 |   2.268e-02 |           16.3427 ‖
‖        46 |  28090 |               7658 |   2.266e-02 |           16.2878 ‖
‖        47 |  28071 |               8631 |   2.265e-02 |           15.5111 ‖
‖        48 |  28513 |               9091 |   2.268e-02 |           15.4443 ‖
‖        49 |  29085 |               9500 |   2.265e-02 |           15.1042 ‖
‖        50 |  29839 |               9738 |   2.267e-02 |           14.9069 ‖
‖        51 |  30689 |               9895 |   2.265e-02 |           14.9040 ‖
‖        52 |  31451 |              10132 |   2.261e-02 |           14.8504 ‖
‖        53 |  32225 |              10362 |   2.261e-02 |           14.8499 ‖
‖        54 |  32953 |              10642 |   2.256e-02 |           14.8499 ‖
‖        55 |  33134 |              11401 |   2.252e-02 |           14.3636 ‖
‖        56 |  33619 |              11891 |   2.247e-02 |           14.3632 ‖
‖        57 |  34088 |              12419 |   2.247e-02 |           14.3156 ‖
‖        58 |  34634 |              12877 |   2.247e-02 |           14.3157 ‖
‖        59 |  35139 |              13359 |   2.242e-02 |           14.3156 ‖
‖        60 |  35354 |              14128 |   2.239e-02 |           13.8974 ‖
‖        61 |  35907 |              14547 |   2.237e-02 |           13.7716 ‖
‖        62 |  36679 |              14790 |   2.231e-02 |           13.7108 ‖
‖        63 |  37373 |              15108 |   2.230e-02 |           13.6138 ‖
‖        64 |  38057 |              15436 |   2.228e-02 |           13.6133 ‖
‖        65 |  38571 |              15912 |   2.222e-02 |           13.5045 ‖
‖        66 |  39059 |              16405 |   2.223e-02 |           13.5041 ‖
‖        67 |  39537 |              16911 |   2.221e-02 |           13.5041 ‖
‖        68 |  39736 |              17688 |   2.217e-02 |           13.0849 ‖
‖        69 |  39979 |              18386 |   2.214e-02 |           12.7847 ‖
‖        70 |  40615 |              18761 |   2.211e-02 |           12.7444 ‖
‖        71 |  41362 |              19027 |   2.209e-02 |           12.7440 ‖
‖        72 |  42105 |              19293 |   2.203e-02 |           12.7439 ‖
‖        73 |  42417 |              19971 |   2.198e-02 |           12.3278 ‖
‖        74 |  42724 |              20649 |   2.196e-02 |           12.0122 ‖
‖        75 |  43274 |              21118 |   2.190e-02 |           12.0122 ‖
‖        76 |  43472 |              21914 |   2.188e-02 |           11.6040 ‖
‖        77 |  43987 |              22413 |   2.187e-02 |           11.5275 ‖
‖        78 |  44556 |              22845 |   2.180e-02 |           11.5272 ‖
‖        79 |  45192 |              23217 |   2.178e-02 |           11.5165 ‖
‖        80 |  45812 |              23611 |   2.176e-02 |           11.5163 ‖
‖        81 |  46248 |              24174 |   2.171e-02 |           11.5163 ‖
‖        82 |  46464 |              24941 |   2.169e-02 |           11.3058 ‖
‖        83 |  46810 |              25566 |   2.167e-02 |           11.3053 ‖
‖        84 |  47258 |              26125 |   2.165e-02 |           11.2781 ‖
‖        85 |  47845 |              26547 |   2.165e-02 |           11.2774 ‖
‖        86 |  48149 |              27232 |   2.163e-02 |           11.2773 ‖
‖        87 |  48313 |              28030 |   2.160e-02 |           11.1348 ‖
‖        88 |  48762 |              28582 |   2.160e-02 |           11.1347 ‖
‖        89 |  48866 |              29410 |   2.158e-02 |           11.1103 ‖
‖        90 |  48659 |              30560 |   2.157e-02 |           10.4911 ‖
‖        91 |  48603 |              31542 |   2.157e-02 |           10.4688 ‖
‖        92 |  49003 |              32110 |   2.157e-02 |           10.4685 ‖
‖        93 |  49417 |              32654 |   2.157e-02 |           10.4685 ‖
‖        94 |  49342 |              33660 |   2.157e-02 |           10.3542 ‖
‖        95 |  49475 |              34503 |   2.157e-02 |           10.2796 ‖
‖        96 |  49508 |              35344 |   2.161e-02 |           10.2671 ‖
‖        97 |  49803 |              36012 |   2.165e-02 |           10.2488 ‖
‖        98 |  50272 |              36494 |   2.169e-02 |           10.2462 ‖
‖        99 |  50726 |              36990 |   2.171e-02 |           10.2317 ‖
‖       100 |  51209 |              37445 |   2.172e-02 |           10.1870 ‖
‖       101 |  51472 |              38164 |   2.170e-02 |            9.7979 ‖
‖       102 |  52135 |              38495 |   2.170e-02 |            9.6867 ‖
‖       103 |  52666 |              38950 |   2.168e-02 |            9.5656 ‖
‖       104 |  53129 |              39457 |   2.165e-02 |            9.4945 ‖
‖       105 |  53679 |              39886 |   2.163e-02 |            9.4166 ‖
‖       106 |  53951 |              40603 |   2.161e-02 |            9.0772 ‖
‖       107 |  54333 |              41194 |   2.161e-02 |            9.0235 ‖
‖       108 |  54665 |              41856 |   2.161e-02 |            8.9638 ‖
‖       109 |  54901 |              42602 |   2.161e-02 |            8.9612 ‖
‖       110 |  55048 |              43407 |   2.160e-02 |            8.9539 ‖
‖       111 |  55351 |              44057 |   2.159e-02 |            8.9239 ‖
‖       112 |  55861 |              44545 |   2.157e-02 |            8.9239 ‖
‖       113 |  56238 |              45156 |   2.156e-02 |            8.9098 ‖
‖       114 |  56840 |              45556 |   2.156e-02 |            8.8978 ‖
‖       115 |  57220 |              46163 |   2.156e-02 |            8.8977 ‖
‖       116 |  57579 |              46787 |   2.156e-02 |            8.8976 ‖
‖       117 |  57968 |              47370 |   2.154e-02 |            8.8975 ‖
‖       118 |  58009 |              48257 |   2.153e-02 |            8.7262 ‖
‖       119 |  58352 |              48877 |   2.152e-02 |            8.7237 ‖
‖       120 |  58666 |              49541 |   2.149e-02 |            8.7237 ‖
‖       121 |  58846 |              50321 |   2.149e-02 |            8.7089 ‖
‖       122 |  59295 |              50867 |   2.148e-02 |            8.6951 ‖
‖       123 |  59890 |              51238 |   2.148e-02 |            8.6920 ‖
‖       124 |  60598 |              51535 |   2.148e-02 |            8.6877 ‖
‖       125 |  61208 |              51896 |   2.148e-02 |            8.6877 ‖
‖       126 |  61697 |              52409 |   2.145e-02 |            8.6877 ‖
‖       127 |  61844 |              53226 |   2.143e-02 |            8.5967 ‖
‖       128 |  61893 |              54113 |   2.141e-02 |            8.4848 ‖
‖       129 |  62109 |              54875 |   2.140e-02 |            8.3179 ‖
‖       130 |  62517 |              55449 |   2.138e-02 |            8.3064 ‖
‖       131 |  62702 |              56225 |   2.137e-02 |            8.2530 ‖
‖       132 |  62967 |              56949 |   2.134e-02 |            8.2530 ‖
‖       133 |  63083 |              57812 |   2.133e-02 |            8.1740 ‖
‖       134 |  63359 |              58534 |   2.132e-02 |            8.0236 ‖
‖       135 |  63715 |              59147 |   2.132e-02 |            8.0157 ‖
‖       136 |  64198 |              59648 |   2.133e-02 |            7.9946 ‖
‖       137 |  64477 |              60334 |   2.132e-02 |            7.9940 ‖
‖       138 |  64517 |              61227 |   2.132e-02 |            7.9682 ‖
‖       139 |  64890 |              61845 |   2.130e-02 |            7.9683 ‖
‖       140 |  65267 |              62450 |   2.129e-02 |            7.9638 ‖
‖       141 |  65868 |              62853 |   2.128e-02 |            7.9605 ‖
‖       142 |  66551 |              63176 |   2.127e-02 |            7.9598 ‖
‖       143 |  66918 |              63801 |   2.126e-02 |            7.9598 ‖
‖       144 |  67035 |              64620 |   2.124e-02 |            7.8280 ‖
‖       145 |  67237 |              65403 |   2.123e-02 |            7.6884 ‖
‖       146 |  67387 |              66208 |   2.121e-02 |            7.6735 ‖
‖       147 |  67632 |              66935 |   2.121e-02 |            7.6005 ‖
‖       148 |  67798 |              67765 |   2.118e-02 |            7.6005 ‖
‖       149 |  68036 |              68504 |   2.117e-02 |            7.5971 ‖
‖       150 |  68407 |              69134 |   2.116e-02 |            7.5951 ‖
‖       151 |  68560 |              69887 |   2.117e-02 |            7.5948 ‖
‖       152 |  68752 |              70668 |   2.118e-02 |            7.5946 ‖
‖       153 |  68781 |              71588 |   2.117e-02 |            7.5946 ‖
‖       154 |  68586 |              72706 |   2.116e-02 |            7.4420 ‖
‖       155 |  68737 |              73542 |   2.114e-02 |            7.3790 ‖
‖       156 |  68940 |              74322 |   2.113e-02 |            7.2171 ‖
‖       157 |  69159 |              75019 |   2.114e-02 |            7.2170 ‖
‖       158 |  69178 |              75962 |   2.113e-02 |            7.2170 ‖
‖       159 |  69297 |              76836 |   2.111e-02 |            7.0485 ‖
‖       160 |  69270 |              77756 |   2.110e-02 |            6.9332 ‖
‖       161 |  69354 |              78675 |   2.109e-02 |            6.7637 ‖
‖       162 |  69298 |              79583 |   2.112e-02 |            6.7362 ‖
‖       163 |  69144 |              80633 |   2.114e-02 |            6.7287 ‖
‖       164 |  69231 |              81505 |   2.112e-02 |            6.7287 ‖
‖       165 |  69491 |              82231 |   2.111e-02 |            6.6911 ‖
‖       166 |  69598 |              83079 |   2.111e-02 |            6.6897 ‖
‖       167 |  69614 |              83974 |   2.111e-02 |            6.6881 ‖
‖       168 |  69798 |              84703 |   2.113e-02 |            6.6874 ‖
‖       169 |  69942 |              85438 |   2.115e-02 |            6.6872 ‖
‖       170 |  69954 |              86361 |   2.116e-02 |            6.6872 ‖
‖       171 |  69918 |              87339 |   2.115e-02 |            6.6034 ‖
‖       172 |  70047 |              88129 |   2.115e-02 |            6.5686 ‖
‖       173 |  70185 |              88910 |   2.117e-02 |            6.5683 ‖
‖       174 |  70015 |              90022 |   2.117e-02 |            6.5091 ‖
‖       175 |  69899 |              91013 |   2.119e-02 |            6.4940 ‖
‖       176 |  70005 |              91845 |   2.122e-02 |            6.4701 ‖
‖       177 |  70272 |              92513 |   2.125e-02 |            6.4678 ‖
‖       178 |  70478 |              93223 |   2.127e-02 |            6.4663 ‖
‖       179 |  70517 |              94066 |   2.128e-02 |            6.4660 ‖
‖       180 |  70560 |              94918 |   2.128e-02 |            6.4439 ‖
‖       181 |  70591 |              95773 |   2.129e-02 |            6.4431 ‖
‖       182 |  70964 |              96347 |   2.130e-02 |            6.4428 ‖
‖       183 |  71127 |              97108 |   2.131e-02 |            6.4412 ‖
‖       184 |  70880 |              98214 |   2.132e-02 |            6.2189 ‖
‖       185 |  70800 |              99221 |   2.132e-02 |            6.1980 ‖
‖       186 |  70881 |             100101 |   2.132e-02 |            6.1974 ‖
‖       187 |  71101 |             100818 |   2.133e-02 |            6.1970 ‖
‖       188 |  71506 |             101377 |   2.132e-02 |            6.1968 ‖
‖       189 |  71847 |             101951 |   2.133e-02 |            6.1507 ‖
‖       190 |  72050 |             102684 |   2.133e-02 |            6.1081 ‖
‖       191 |  72308 |             103396 |   2.133e-02 |            6.0683 ‖
‖       192 |  72687 |             103984 |   2.132e-02 |            6.0338 ‖
‖       193 |  72982 |             104677 |   2.131e-02 |            5.9881 ‖
‖       194 |  73463 |             105193 |   2.130e-02 |            5.9625 ‖
‖       195 |  74028 |             105630 |   2.130e-02 |            5.9543 ‖
‖       196 |  74449 |             106189 |   2.131e-02 |            5.9490 ‖
‖       197 |  74547 |             107084 |   2.129e-02 |            5.9487 ‖
‖       198 |  74501 |             108065 |   2.128e-02 |            5.9354 ‖
‖       199 |  74721 |             108791 |   2.128e-02 |            5.9353 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.067 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3911.vnnlib: unknown
--- Verification time: 20.0810 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (622/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6341.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6341.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6341.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.508e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.396e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   7.239e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   7.082e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   6.957e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   6.800e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   6.611e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   6.422e-02 |           99.9999 ‖
‖         8 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.139 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6341.vnnlib: sat
--- Verification time: 0.1487 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (623/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_674.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_674.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_674.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.043e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_674.vnnlib: unsat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (624/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1661.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1661.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1661.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.926e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1661.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (625/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2840.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2840.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2840.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.059e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.964e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.916e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.699e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.571e-02 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.492e-02 |           96.1581 ‖
‖         7 |     58 |                  5 |   3.436e-02 |           89.0626 ‖
‖         8 |    106 |                 14 |   3.352e-02 |           78.4266 ‖
‖         9 |    185 |                 38 |   3.256e-02 |           69.8301 ‖
‖        10 |    326 |                 77 |   3.182e-02 |           61.6801 ‖
‖        11 |    578 |                144 |   3.109e-02 |           54.5587 ‖
‖        12 |   1009 |                279 |   3.034e-02 |           47.9004 ‖
‖        13 |   1729 |                550 |   2.954e-02 |           40.6260 ‖
‖        14 |   2318 |                952 |   2.908e-02 |           35.3426 ‖
‖        15 |   3196 |               1069 |   2.885e-02 |           33.6399 ‖
‖        16 |   4084 |               1177 |   2.866e-02 |           33.0635 ‖
‖        17 |   4707 |               1542 |   2.843e-02 |           30.9698 ‖
‖        18 |   5510 |               1750 |   2.820e-02 |           29.5972 ‖
‖        19 |   6227 |               2049 |   2.791e-02 |           27.2952 ‖
‖        20 |   7194 |               2087 |   2.778e-02 |           27.1182 ‖
‖        21 |   8056 |               2242 |   2.756e-02 |           26.5700 ‖
‖        22 |   9040 |               2272 |   2.738e-02 |           26.3147 ‖
‖        23 |  10048 |               2283 |   2.719e-02 |           26.3007 ‖
‖        24 |  10751 |               2583 |   2.695e-02 |           25.4688 ‖
‖        25 |  11309 |               2986 |   2.690e-02 |           25.3849 ‖
‖        26 |  12008 |               3266 |   2.689e-02 |           24.6729 ‖
‖        27 |  12968 |               3316 |   2.687e-02 |           24.6347 ‖
‖        28 |  13766 |               3519 |   2.679e-02 |           24.2519 ‖
‖        29 |  14181 |               4114 |   2.667e-02 |           22.5819 ‖
‖        30 |  14811 |               4423 |   2.661e-02 |           22.4555 ‖
‖        31 |  15476 |               4759 |   2.653e-02 |           21.8248 ‖
‖        32 |  16274 |               4967 |   2.650e-02 |           21.7609 ‖
‖        33 |  16963 |               5279 |   2.641e-02 |           21.7548 ‖
‖        34 |  17376 |               5861 |   2.634e-02 |           21.2321 ‖
‖        35 |  17981 |               6243 |   2.629e-02 |           21.1577 ‖
‖        36 |  18487 |               6738 |   2.622e-02 |           21.0983 ‖
‖        37 |  19013 |               7208 |   2.616e-02 |           20.5045 ‖
‖        38 |  19397 |               7788 |   2.612e-02 |           20.0226 ‖
‖        39 |  19734 |               8382 |   2.608e-02 |           19.8622 ‖
‖        40 |  20343 |               8770 |   2.600e-02 |           19.7886 ‖
‖        41 |  20994 |               9097 |   2.602e-02 |           19.6932 ‖
‖        42 |  21578 |               9496 |   2.599e-02 |           19.4276 ‖
‖        43 |  22061 |              10001 |   2.594e-02 |           19.3190 ‖
‖        44 |  22556 |              10482 |   2.591e-02 |           18.8598 ‖
‖        45 |  22734 |              11265 |   2.588e-02 |           18.7342 ‖
‖        46 |  23059 |              11881 |   2.586e-02 |           18.6006 ‖
‖        47 |  23225 |              12649 |   2.586e-02 |           18.1884 ‖
‖        48 |  23562 |              13268 |   2.585e-02 |           18.0041 ‖
‖        49 |  24023 |              13773 |   2.584e-02 |           17.7986 ‖
‖        50 |  24594 |              14168 |   2.585e-02 |           17.6722 ‖
‖        51 |  24870 |              14874 |   2.581e-02 |           17.6204 ‖
‖        52 |  25021 |              15632 |   2.580e-02 |           17.4760 ‖
‖        53 |  25389 |              16244 |   2.578e-02 |           17.4466 ‖
‖        54 |  25770 |              16835 |   2.575e-02 |           17.3551 ‖
‖        55 |  25875 |              17676 |   2.570e-02 |           16.6210 ‖
‖        56 |  26022 |              18479 |   2.568e-02 |           16.5927 ‖
‖        57 |  26286 |              19185 |   2.565e-02 |           16.5318 ‖
‖        58 |  26614 |              19831 |   2.562e-02 |           16.4714 ‖
‖        59 |  26822 |              20588 |   2.557e-02 |           15.9623 ‖
‖        60 |  26895 |              21454 |   2.555e-02 |           15.7946 ‖
‖        61 |  27005 |              22297 |   2.553e-02 |           15.6633 ‖
‖        62 |  27221 |              23041 |   2.553e-02 |           15.4933 ‖
‖        63 |  27330 |              23870 |   2.554e-02 |           15.4201 ‖
‖        64 |  27598 |              24551 |   2.554e-02 |           15.3683 ‖
‖        65 |  27851 |              25266 |   2.551e-02 |           15.3478 ‖
‖        66 |  27900 |              26181 |   2.546e-02 |           14.9629 ‖
‖        67 |  27798 |              27201 |   2.546e-02 |           14.8527 ‖
‖        68 |  27682 |              28228 |   2.547e-02 |           14.7849 ‖
‖        69 |  27982 |              28870 |   2.548e-02 |           14.7125 ‖
‖        70 |  28441 |              29385 |   2.548e-02 |           14.5797 ‖
‖        71 |  28750 |              30019 |   2.547e-02 |           14.5345 ‖
‖        72 |  29020 |              30722 |   2.546e-02 |           14.4469 ‖
‖        73 |  28841 |              31846 |   2.544e-02 |           14.0906 ‖
‖        74 |  28559 |              33000 |   2.544e-02 |           13.7569 ‖
‖        75 |  28455 |              33996 |   2.543e-02 |           13.0469 ‖
‖        76 |  28244 |              35079 |   2.541e-02 |           12.6729 ‖
‖        77 |  28017 |              36185 |   2.541e-02 |           12.4195 ‖
‖        78 |  27804 |              37303 |   2.539e-02 |           12.3130 ‖
‖        79 |  27821 |              38164 |   2.539e-02 |           12.1798 ‖
‖        80 |  28029 |              38898 |   2.537e-02 |           11.9899 ‖
‖        81 |  28326 |              39547 |   2.536e-02 |           11.8634 ‖
‖        82 |  28410 |              40367 |   2.535e-02 |           11.7364 ‖
‖        83 |  28674 |              41062 |   2.533e-02 |           11.6567 ‖
‖        84 |  28649 |              42020 |   2.531e-02 |           11.5513 ‖
‖        85 |  28742 |              42848 |   2.528e-02 |           11.4957 ‖
‖        86 |  28627 |              43883 |   2.525e-02 |           11.2245 ‖
‖        87 |  28433 |              44964 |   2.524e-02 |           11.0336 ‖
‖        88 |  28160 |              46144 |   2.522e-02 |           10.8908 ‖
‖        89 |  27908 |              47236 |   2.524e-02 |           10.7315 ‖
‖        90 |  27943 |              48130 |   2.523e-02 |           10.5588 ‖
‖        91 |  28039 |              48957 |   2.522e-02 |           10.3201 ‖
‖        92 |  27957 |              49962 |   2.520e-02 |           10.0312 ‖
‖        93 |  27772 |              51066 |   2.516e-02 |            9.8954 ‖
‖        94 |  27598 |              52142 |   2.515e-02 |            9.5948 ‖
‖        95 |  27455 |              53204 |   2.512e-02 |            9.4201 ‖
‖        96 |  27414 |              54163 |   2.510e-02 |            9.1472 ‖
‖        97 |  27654 |              54863 |   2.509e-02 |            8.9138 ‖
‖        98 |  27643 |              55778 |   2.509e-02 |            8.7965 ‖
‖        99 |  27600 |              56751 |   2.506e-02 |            8.7131 ‖
‖       100 |  27412 |              57872 |   2.503e-02 |            8.6352 ‖
‖       101 |  27210 |              58994 |   2.501e-02 |            8.5850 ‖
‖       102 |  27016 |              60121 |   2.499e-02 |            8.5253 ‖
‖       103 |  26882 |              61185 |   2.496e-02 |            8.4863 ‖
‖       104 |  26691 |              62276 |   2.495e-02 |            8.3757 ‖
‖       105 |  26384 |              63474 |   2.494e-02 |            8.2081 ‖
‖       106 |  26086 |              64642 |   2.494e-02 |            8.1361 ‖
‖       107 |  25808 |              65806 |   2.492e-02 |            8.0674 ‖
‖       108 |  25443 |              67070 |   2.491e-02 |            8.0035 ‖
‖       109 |  25140 |              68290 |   2.490e-02 |            7.9676 ‖
‖       110 |  24895 |              69456 |   2.488e-02 |            7.8036 ‖
‖       111 |  24573 |              70638 |   2.488e-02 |            7.5867 ‖
‖       112 |  24298 |              71787 |   2.489e-02 |            7.4298 ‖
‖       113 |  24107 |              72867 |   2.487e-02 |            7.2809 ‖
‖       114 |  24062 |              73840 |   2.484e-02 |            7.0499 ‖
‖       115 |  24018 |              74780 |   2.482e-02 |            6.8938 ‖
‖       116 |  23972 |              75726 |   2.481e-02 |            6.7818 ‖
‖       117 |  23961 |              76680 |   2.478e-02 |            6.6798 ‖
‖       118 |  23831 |              77718 |   2.476e-02 |            6.6253 ‖
‖       119 |  23450 |              79016 |   2.473e-02 |            6.4287 ‖
‖       120 |  23170 |              80141 |   2.473e-02 |            6.2832 ‖
‖       121 |  23038 |              81169 |   2.473e-02 |            6.1755 ‖
‖       122 |  22813 |              82285 |   2.473e-02 |            6.1281 ‖
‖       123 |  22793 |              83199 |   2.474e-02 |            5.9542 ‖
‖       124 |  22769 |              84124 |   2.474e-02 |            5.8126 ‖
‖       125 |  22516 |              85272 |   2.471e-02 |            5.7130 ‖
‖       126 |  22155 |              86529 |   2.468e-02 |            5.6179 ‖
‖       127 |  22134 |              87471 |   2.467e-02 |            5.4976 ‖
‖       128 |  22271 |              88264 |   2.469e-02 |            5.4365 ‖
‖       129 |  22311 |              89164 |   2.467e-02 |            5.3089 ‖
‖       130 |  22080 |              90297 |   2.469e-02 |            5.1979 ‖
‖       131 |  21829 |              91460 |   2.469e-02 |            5.1452 ‖
‖       132 |  21517 |              92668 |   2.472e-02 |            5.1081 ‖
‖       133 |  21253 |              93831 |   2.473e-02 |            5.0704 ‖
‖       134 |  20980 |              94984 |   2.474e-02 |            4.9917 ‖
‖       135 |  20784 |              96105 |   2.471e-02 |            4.8917 ‖
‖       136 |  20557 |              97245 |   2.469e-02 |            4.8113 ‖
‖       137 |  20232 |              98435 |   2.468e-02 |            4.7378 ‖
‖       138 |  19995 |              99599 |   2.465e-02 |            4.6667 ‖
‖       139 |  19599 |             100861 |   2.465e-02 |            4.5990 ‖
‖       140 |  19175 |             102160 |   2.465e-02 |            4.5534 ‖
‖       141 |  18846 |             103350 |   2.466e-02 |            4.4687 ‖
‖       142 |  18588 |             104470 |   2.467e-02 |            4.3646 ‖
‖       143 |  18362 |             105590 |   2.469e-02 |            4.2818 ‖
‖       144 |  18099 |             106764 |   2.465e-02 |            4.1139 ‖
‖       145 |  18033 |             107715 |   2.467e-02 |            4.0306 ‖
‖       146 |  17903 |             108730 |   2.468e-02 |            3.9190 ‖
‖       147 |  17767 |             109769 |   2.468e-02 |            3.7766 ‖
‖       148 |  17651 |             110800 |   2.466e-02 |            3.6793 ‖
‖       149 |  17450 |             111914 |   2.463e-02 |            3.4669 ‖
‖       150 |  17339 |             112952 |   2.458e-02 |            3.2392 ‖
‖       151 |  17119 |             114068 |   2.454e-02 |            3.0929 ‖
‖       152 |  16749 |             115327 |   2.451e-02 |            2.9881 ‖
‖       153 |  16349 |             116580 |   2.450e-02 |            2.9298 ‖
‖       154 |  16008 |             117807 |   2.451e-02 |            2.8788 ‖
‖       155 |  15649 |             119063 |   2.449e-02 |            2.8253 ‖
‖       156 |  15355 |             120235 |   2.451e-02 |            2.7896 ‖
‖       157 |  14958 |             121523 |   2.452e-02 |            2.7529 ‖
‖       158 |  14712 |             122647 |   2.457e-02 |            2.7085 ‖
‖       159 |  14438 |             123818 |   2.460e-02 |            2.6609 ‖
‖       160 |  14077 |             125066 |   2.461e-02 |            2.5709 ‖
‖       161 |  13768 |             126260 |   2.461e-02 |            2.4904 ‖
‖       162 |  13481 |             127452 |   2.460e-02 |            2.4318 ‖
‖       163 |  13206 |             128640 |   2.457e-02 |            2.3700 ‖
‖       164 |  12674 |             130054 |   2.455e-02 |            2.2640 ‖
‖       165 |  12413 |             131225 |   2.450e-02 |            2.1367 ‖
‖       166 |  12142 |             132388 |   2.446e-02 |            2.0258 ‖
‖       167 |  11974 |             133450 |   2.446e-02 |            1.9676 ‖
‖       168 |  11847 |             134453 |   2.449e-02 |            1.9256 ‖
‖       169 |  11865 |             135344 |   2.453e-02 |            1.8580 ‖
‖       170 |  12040 |             136129 |   2.449e-02 |            1.7966 ‖
‖       171 |  12089 |             137002 |   2.447e-02 |            1.7146 ‖
‖       172 |  12039 |             137973 |   2.446e-02 |            1.6637 ‖
‖       173 |  11914 |             138990 |   2.447e-02 |            1.6131 ‖
‖       174 |  11740 |             140063 |   2.449e-02 |            1.5835 ‖
‖       175 |  11429 |             141286 |   2.448e-02 |            1.5420 ‖
‖       176 |  11205 |             142372 |   2.453e-02 |            1.5139 ‖
‖       177 |  11071 |             143418 |   2.451e-02 |            1.4528 ‖
‖       178 |  11021 |             144375 |   2.451e-02 |            1.4034 ‖
‖       179 |  10984 |             145351 |   2.447e-02 |            1.3393 ‖
‖       180 |  10964 |             146300 |   2.446e-02 |            1.3091 ‖
‖       181 |  10830 |             147370 |   2.442e-02 |            1.2494 ‖
‖       182 |  10629 |             148480 |   2.443e-02 |            1.2147 ‖
‖       183 |  10491 |             149513 |   2.443e-02 |            1.1570 ‖
‖       184 |  10200 |             150684 |   2.443e-02 |            1.1029 ‖
‖       185 |   9859 |             151938 |   2.443e-02 |            1.0566 ‖
‖       186 |   9609 |             153089 |   2.444e-02 |            1.0005 ‖
‖       187 |   9357 |             154231 |   2.450e-02 |            0.9606 ‖
‖       188 |   9058 |             155444 |   2.448e-02 |            0.9160 ‖
‖       189 |   8616 |             156800 |   2.443e-02 |            0.8371 ‖
‖       190 |   8319 |             158006 |   2.437e-02 |            0.7761 ‖
‖       191 |   8015 |             159197 |   2.436e-02 |            0.7167 ‖
‖       192 |   7757 |             160365 |   2.433e-02 |            0.6665 ‖
‖       193 |   7470 |             161557 |   2.432e-02 |            0.6056 ‖
‖       194 |   7225 |             162744 |   2.426e-02 |            0.5558 ‖
‖       195 |   6951 |             163936 |   2.422e-02 |            0.5137 ‖
‖       196 |   6641 |             165165 |   2.419e-02 |            0.4835 ‖
‖       197 |   6397 |             166339 |   2.414e-02 |            0.4587 ‖
‖       198 |   6084 |             167544 |   2.410e-02 |            0.4223 ‖
‖       199 |   5699 |             168841 |   2.403e-02 |            0.3822 ‖
‖       200 |   5206 |             170241 |   2.400e-02 |            0.3493 ‖
‖       201 |   4749 |             171600 |   2.400e-02 |            0.3153 ‖
‖       202 |   4364 |             172912 |   2.397e-02 |            0.2813 ‖
‖       203 |   3999 |             174190 |   2.392e-02 |            0.2491 ‖
‖       204 |   3527 |             175583 |   2.378e-02 |            0.1965 ‖
‖       205 |   2833 |             177141 |   2.380e-02 |            0.1576 ‖
‖       206 |   2126 |             178759 |   2.360e-02 |            0.1106 ‖
‖       207 |   1545 |             180231 |   2.339e-02 |            0.0635 ‖
‖       208 |    865 |             181794 |   2.308e-02 |            0.0291 ‖
‖       209 |    363 |             183041 |   2.224e-02 |            0.0064 ‖
‖       210 |     66 |             183607 |   2.060e-02 |            0.0005 ‖
‖       211 |      5 |             183708 |   2.209e-02 |            0.0000 ‖
‖       212 |      0 |             183716 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 19.895 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2840.vnnlib: unsat
--- Verification time: 19.9051 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (626/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2500.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2500.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2500.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.557e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2500.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (627/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6726.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6726.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6726.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.694e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.448e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   7.325e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.190e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   7.062e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   6.944e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.097 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6726.vnnlib: sat
--- Verification time: 0.1076 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (628/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4754.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4754.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4754.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.112e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.993e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.863e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.746e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.646e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.571e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.400e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   4.322e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   4.255e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.159e-02 |           99.9172 ‖
‖        11 |   1022 |                  2 |   4.066e-02 |           99.4126 ‖
‖        12 |   2019 |                 24 |   3.970e-02 |           97.6996 ‖
‖        13 |   2916 |                143 |   3.904e-02 |           94.1254 ‖
‖        14 |   3923 |                154 |   3.866e-02 |           93.8586 ‖
‖        15 |   4913 |                185 |   3.832e-02 |           93.4946 ‖
‖        16 |   5658 |                459 |   3.782e-02 |           89.2060 ‖
‖        17 |   6577 |                547 |   3.753e-02 |           88.2001 ‖
‖        18 |   7572 |                574 |   3.725e-02 |           87.6702 ‖
‖        19 |   8562 |                607 |   3.699e-02 |           86.9491 ‖
‖        20 |   9579 |                611 |   3.677e-02 |           86.8874 ‖
‖        21 |  10568 |                645 |   3.653e-02 |           86.6821 ‖
‖        22 |  11592 |                645 |   3.634e-02 |           86.6644 ‖
‖        23 |  12614 |                646 |   3.613e-02 |           86.6636 ‖
‖        24 |  13458 |                816 |   3.587e-02 |           85.4937 ‖
‖        25 |  14039 |               1228 |   3.559e-02 |           82.9298 ‖
‖        26 |  15011 |               1254 |   3.538e-02 |           82.9295 ‖
‖        27 |  15803 |               1481 |   3.513e-02 |           81.0598 ‖
‖        28 |  16770 |               1530 |   3.494e-02 |           80.7616 ‖
‖        29 |  17738 |               1583 |   3.472e-02 |           80.3954 ‖
‖        30 |  18675 |               1666 |   3.454e-02 |           79.6853 ‖
‖        31 |  19691 |               1670 |   3.436e-02 |           79.6852 ‖
‖        32 |  20673 |               1710 |   3.413e-02 |           79.3477 ‖
‖        33 |  21566 |               1840 |   3.394e-02 |           78.2156 ‖
‖        34 |  22523 |               1896 |   3.374e-02 |           77.8800 ‖
‖        35 |  23526 |               1917 |   3.351e-02 |           77.6835 ‖
‖        36 |  24516 |               1951 |   3.333e-02 |           77.3614 ‖
‖        37 |  25538 |               1952 |   3.314e-02 |           77.3612 ‖
‖        38 |  26528 |               1985 |   3.292e-02 |           77.1988 ‖
‖        39 |  27540 |               1997 |   3.276e-02 |           77.1435 ‖
‖        40 |  28544 |               2015 |   3.257e-02 |           77.1432 ‖
‖        41 |  29545 |               2036 |   3.237e-02 |           77.0269 ‖
‖        42 |  30541 |               2063 |   3.223e-02 |           76.9082 ‖
‖        43 |  31537 |               2087 |   3.207e-02 |           76.9067 ‖
‖        44 |  32550 |               2097 |   3.189e-02 |           76.8967 ‖
‖        45 |  33562 |               2109 |   3.176e-02 |           76.8962 ‖
‖        46 |  34555 |               2137 |   3.160e-02 |           76.8956 ‖
‖        47 |  35356 |               2345 |   3.142e-02 |           76.3956 ‖
‖        48 |  36229 |               2471 |   3.130e-02 |           76.3100 ‖
‖        49 |  37134 |               2577 |   3.114e-02 |           76.3107 ‖
‖        50 |  37447 |               3246 |   3.106e-02 |           75.2798 ‖
‖        51 |  37856 |               3742 |   3.107e-02 |           74.8954 ‖
‖        52 |  38621 |               3966 |   3.108e-02 |           74.8948 ‖
‖        53 |  39458 |               4125 |   3.112e-02 |           74.8942 ‖
‖        54 |  40375 |               4222 |   3.109e-02 |           74.8943 ‖
‖        55 |  41023 |               4585 |   3.103e-02 |           73.8118 ‖
‖        56 |  41655 |               4920 |   3.098e-02 |           73.0187 ‖
‖        57 |  42642 |               4954 |   3.090e-02 |           72.9364 ‖
‖        58 |  43559 |               5057 |   3.088e-02 |           72.5713 ‖
‖        59 |  44576 |               5061 |   3.084e-02 |           72.5703 ‖
‖        60 |  45495 |               5158 |   3.074e-02 |           72.3010 ‖
‖        61 |  46511 |               5165 |   3.071e-02 |           72.3007 ‖
‖        62 |  47527 |               5173 |   3.066e-02 |           72.3006 ‖
‖        63 |  48356 |               5358 |   3.058e-02 |           71.7835 ‖
‖        64 |  49189 |               5531 |   3.056e-02 |           71.4645 ‖
‖        65 |  50167 |               5566 |   3.050e-02 |           71.4646 ‖
‖        66 |  51151 |               5603 |   3.044e-02 |           71.4614 ‖
‖        67 |  52164 |               5610 |   3.044e-02 |           71.4611 ‖
‖        68 |  53171 |               5627 |   3.037e-02 |           71.4611 ‖
‖        69 |  54024 |               5788 |   3.029e-02 |           71.0055 ‖
‖        70 |  55022 |               5811 |   3.025e-02 |           71.0056 ‖
‖        71 |  56006 |               5848 |   3.017e-02 |           71.0057 ‖
‖        72 |  56761 |               6106 |   3.009e-02 |           70.2265 ‖
‖        73 |  57513 |               6372 |   3.005e-02 |           69.4515 ‖
‖        74 |  58376 |               6500 |   2.995e-02 |           69.4140 ‖
‖        75 |  59145 |               6746 |   2.991e-02 |           68.6549 ‖
‖        76 |  60024 |               6872 |   2.988e-02 |           68.5176 ‖
‖        77 |  60949 |               6959 |   2.976e-02 |           68.5115 ‖
‖        78 |  61795 |               7128 |   2.972e-02 |           68.1328 ‖
‖        79 |  62759 |               7185 |   2.966e-02 |           68.1329 ‖
‖        80 |  63695 |               7271 |   2.954e-02 |           68.0542 ‖
‖        81 |  64506 |               7475 |   2.948e-02 |           67.5553 ‖
‖        82 |  65333 |               7660 |   2.944e-02 |           67.2405 ‖
‖        83 |  66150 |               7848 |   2.935e-02 |           67.2229 ‖
‖        84 |  66910 |               8088 |   2.933e-02 |           67.2006 ‖
‖        85 |  67646 |               8361 |   2.932e-02 |           67.1987 ‖
‖        86 |  68236 |               8772 |   2.925e-02 |           67.1208 ‖
‖        87 |  68799 |               9198 |   2.923e-02 |           66.9469 ‖
‖        88 |  69408 |               9560 |   2.924e-02 |           66.9469 ‖
‖        89 |  70061 |               9892 |   2.919e-02 |           66.8515 ‖
‖        90 |  70850 |              10101 |   2.915e-02 |           66.7081 ‖
‖        91 |  71760 |              10207 |   2.914e-02 |           66.7073 ‖
‖        92 |  72607 |              10370 |   2.906e-02 |           66.7073 ‖
‖        93 |  73449 |              10536 |   2.902e-02 |           66.7078 ‖
‖        94 |  74185 |              10806 |   2.902e-02 |           66.7077 ‖
‖        95 |  74780 |              11206 |   2.898e-02 |           66.5528 ‖
‖        96 |  75287 |              11678 |   2.896e-02 |           66.3548 ‖
‖        97 |  75821 |              12139 |   2.896e-02 |           66.3545 ‖
‖        98 |  76311 |              12630 |   2.895e-02 |           66.2132 ‖
‖        99 |  76816 |              13107 |   2.897e-02 |           65.8907 ‖
‖       100 |  77376 |              13522 |   2.897e-02 |           65.8067 ‖
‖       101 |  77869 |              13993 |   2.894e-02 |           65.7411 ‖
‖       102 |  78482 |              14371 |   2.896e-02 |           65.7200 ‖
‖       103 |  79050 |              14792 |   2.893e-02 |           65.7199 ‖
‖       104 |  79510 |              15307 |   2.891e-02 |           65.6029 ‖
‖       105 |  80012 |              15782 |   2.890e-02 |           65.5938 ‖
‖       106 |  80500 |              16273 |   2.891e-02 |           65.5937 ‖
‖       107 |  80934 |              16814 |   2.890e-02 |           65.5705 ‖
‖       108 |  81494 |              17237 |   2.893e-02 |           65.5605 ‖
‖       109 |  81889 |              17803 |   2.894e-02 |           65.5600 ‖
‖       110 |  82194 |              18462 |   2.894e-02 |           65.5593 ‖
‖       111 |  82667 |              18963 |   2.895e-02 |           65.5593 ‖
‖       112 |  83032 |              19542 |   2.896e-02 |           65.5593 ‖
‖       113 |  83139 |              20382 |   2.894e-02 |           65.2759 ‖
‖       114 |  83521 |              20959 |   2.895e-02 |           65.2758 ‖
‖       115 |  83858 |              21589 |   2.895e-02 |           65.2758 ‖
‖       116 |  84154 |              22251 |   2.899e-02 |           65.2389 ‖
‖       117 |  84558 |              22797 |   2.905e-02 |           65.2389 ‖
‖       118 |  84869 |              23444 |   2.908e-02 |           65.2389 ‖
‖       119 |  85022 |              24214 |   2.910e-02 |           65.2389 ‖
‖       120 |  85425 |              24725 |   2.912e-02 |           65.2392 ‖
‖       121 |  86114 |              25017 |   2.913e-02 |           64.8877 ‖
‖       122 |  86594 |              25502 |   2.913e-02 |           64.7397 ‖
‖       123 |  87338 |              25731 |   2.913e-02 |           64.5267 ‖
‖       124 |  88352 |              25736 |   2.913e-02 |           64.5265 ‖
‖       125 |  89373 |              25738 |   2.914e-02 |           64.5299 ‖
‖       126 |  90364 |              25764 |   2.912e-02 |           64.5300 ‖
‖       127 |  91380 |              25768 |   2.912e-02 |           64.5300 ‖
‖       128 |  92403 |              25769 |   2.912e-02 |           64.5300 ‖
‖       129 |  93414 |              25781 |   2.911e-02 |           64.5299 ‖
‖       130 |  94376 |              25836 |   2.910e-02 |           64.5300 ‖
‖       131 |  95304 |              25924 |   2.908e-02 |           64.5300 ‖
‖       132 |  96181 |              26051 |   2.906e-02 |           64.4363 ‖
‖       133 |  96816 |              26379 |   2.905e-02 |           64.0746 ‖
‖       134 |  97823 |              26395 |   2.902e-02 |           64.0745 ‖
‖       135 |  98453 |              26759 |   2.900e-02 |           63.5872 ‖
‖       136 |  99402 |              26826 |   2.897e-02 |           63.5872 ‖
‖       137 | 100241 |              26998 |   2.895e-02 |           63.4617 ‖
‖       138 | 101201 |              27056 |   2.891e-02 |           63.4617 ‖
‖       139 | 102174 |              27104 |   2.889e-02 |           63.4616 ‖
‖       140 | 102913 |              27377 |   2.887e-02 |           63.1298 ‖
‖       141 | 103722 |              27579 |   2.887e-02 |           62.9752 ‖
‖       142 | 104599 |              27701 |   2.884e-02 |           62.9752 ‖
‖       143 | 105484 |              27826 |   2.885e-02 |           62.9248 ‖
‖       144 | 106452 |              27872 |   2.884e-02 |           62.9248 ‖
‖       145 | 107411 |              27931 |   2.880e-02 |           62.9248 ‖
‖       146 | 108258 |              28085 |   2.877e-02 |           62.8013 ‖
‖       147 | 109206 |              28152 |   2.873e-02 |           62.8013 ‖
‖       148 | 110118 |              28249 |   2.871e-02 |           62.8013 ‖
‖       149 | 111054 |              28328 |   2.872e-02 |           62.8013 ‖
‖       150 | 112003 |              28394 |   2.871e-02 |           62.8013 ‖
‖       151 | 112944 |              28471 |   2.868e-02 |           62.8013 ‖
‖       152 | 113907 |              28527 |   2.868e-02 |           62.8013 ‖
‖       153 | 114835 |              28619 |   2.865e-02 |           62.8013 ‖
‖       154 | 115604 |              28859 |   2.862e-02 |           62.6895 ‖
‖       155 | 116335 |              29105 |   2.859e-02 |           62.5482 ‖
‖       156 | 117190 |              29255 |   2.856e-02 |           62.5481 ‖
‖       157 | 117920 |              29526 |   2.855e-02 |           62.3174 ‖
‖       158 | 118829 |              29631 |   2.855e-02 |           62.2210 ‖
‖       159 | 119754 |              29714 |   2.853e-02 |           62.2138 ‖
‖       160 | 120672 |              29814 |   2.852e-02 |           62.2006 ‖
‖       161 | 121598 |              29903 |   2.850e-02 |           62.1998 ‖
‖       162 | 122528 |              29987 |   2.846e-02 |           62.1999 ‖
‖       163 | 123426 |              30103 |   2.846e-02 |           62.1562 ‖
‖       164 | 124363 |              30186 |   2.843e-02 |           62.1562 ‖
‖       165 | 125235 |              30319 |   2.839e-02 |           62.1537 ‖
‖       166 | 126099 |              30465 |   2.840e-02 |           62.1406 ‖
‖       167 | 126900 |              30675 |   2.841e-02 |           62.1379 ‖
‖       168 | 127607 |              30968 |   2.838e-02 |           62.1380 ‖
‖       169 | 128298 |              31260 |   2.838e-02 |           62.1379 ‖
‖       170 | 128969 |              31577 |   2.836e-02 |           62.1378 ‖
‖       171 | 129582 |              31955 |   2.833e-02 |           62.0651 ‖
‖       172 | 130099 |              32418 |   2.832e-02 |           61.8844 ‖
‖       173 | 130797 |              32715 |   2.830e-02 |           61.8844 ‖
‖       174 | 131470 |              33035 |   2.828e-02 |           61.8844 ‖
‖       175 | 132178 |              33321 |   2.829e-02 |           61.8843 ‖
‖       176 | 132891 |              33599 |   2.828e-02 |           61.8843 ‖
‖       177 | 133537 |              33940 |   2.826e-02 |           61.8844 ‖
‖       178 | 134175 |              34288 |   2.825e-02 |           61.8844 ‖
‖       179 | 134778 |              34685 |   2.822e-02 |           61.8844 ‖
‖       180 | 135137 |              35304 |   2.820e-02 |           61.4896 ‖
‖       181 | 135600 |              35811 |   2.818e-02 |           61.3180 ‖
‖       182 | 136161 |              36234 |   2.815e-02 |           61.2597 ‖
‖       183 | 136506 |              36864 |   2.813e-02 |           60.6493 ‖
‖       184 | 136948 |              37375 |   2.812e-02 |           60.4304 ‖
‖       185 | 137501 |              37808 |   2.810e-02 |           60.3937 ‖
‖       186 | 138049 |              38238 |   2.807e-02 |           60.3937 ‖
‖       187 | 138538 |              38726 |   2.805e-02 |           60.3937 ‖
‖       188 | 138792 |              39441 |   2.805e-02 |           59.8637 ‖
‖       189 | 139178 |              40002 |   2.803e-02 |           59.6304 ‖
‖       190 | 139695 |              40464 |   2.801e-02 |           59.4456 ‖
‖       191 | 140349 |              40774 |   2.801e-02 |           59.3445 ‖
‖       192 | 141103 |              41017 |   2.800e-02 |           59.3444 ‖
‖       193 | 141735 |              41373 |   2.797e-02 |           59.3385 ‖
‖       194 | 142365 |              41735 |   2.794e-02 |           59.3385 ‖
‖       195 | 142892 |              42193 |   2.791e-02 |           59.3385 ‖
‖       196 | 143174 |              42875 |   2.791e-02 |           58.8994 ‖
‖       197 | 143722 |              43299 |   2.791e-02 |           58.8994 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.064 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4754.vnnlib: unknown
--- Verification time: 20.0787 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (629/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2239.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2239.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2239.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.944e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2239.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (630/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6600.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6600.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6600.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.552e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6600.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (631/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3940.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3940.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3940.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.957e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3940.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (632/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7454.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7454.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7454.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.358e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7454.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (633/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_930.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_930.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_930.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.425e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.239e-02 |           55.1738 ‖
‖         3 |      2 |                  1 |   4.270e-02 |           45.0524 ‖
‖         4 |      2 |                  3 |   4.266e-02 |           24.9999 ‖
‖         5 |      2 |                  5 |   4.063e-02 |           11.0847 ‖
‖         6 |      1 |                  8 |   4.006e-02 |            3.1250 ‖
‖         7 |      1 |                  9 |   3.650e-02 |            0.1240 ‖
‖         8 |      0 |                 10 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.131 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_930.vnnlib: unsat
--- Verification time: 0.1417 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (634/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2472.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2472.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2472.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.087e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.031e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.855e-02 |          100.0000 ‖
‖         4 |      7 |                  1 |   3.827e-02 |           87.5000 ‖
‖         5 |     13 |                  2 |   3.634e-02 |           71.1617 ‖
‖         6 |     20 |                  7 |   3.568e-02 |           53.1391 ‖
‖         7 |     31 |                 15 |   3.446e-02 |           42.0737 ‖
‖         8 |     46 |                 29 |   3.456e-02 |           32.8585 ‖
‖         9 |     69 |                 51 |   3.376e-02 |           24.1925 ‖
‖        10 |     95 |                 91 |   3.302e-02 |           16.0301 ‖
‖        11 |    122 |                152 |   3.285e-02 |           10.8389 ‖
‖        12 |    158 |                233 |   3.227e-02 |            7.0072 ‖
‖        13 |    191 |                349 |   3.113e-02 |            3.7954 ‖
‖        14 |    178 |                527 |   2.981e-02 |            1.7169 ‖
‖        15 |    140 |                716 |   2.932e-02 |            0.6039 ‖
‖        16 |     96 |                871 |   2.783e-02 |            0.1912 ‖
‖        17 |     63 |                977 |   2.906e-02 |            0.0758 ‖
‖        18 |     46 |               1053 |   2.654e-02 |            0.0225 ‖
‖        19 |     22 |               1110 |   2.842e-02 |            0.0060 ‖
‖        20 |     11 |               1139 |   2.737e-02 |            0.0014 ‖
‖        21 |      3 |               1155 |   2.636e-02 |            0.0001 ‖
‖        22 |      0 |               1159 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.727 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2472.vnnlib: unsat
--- Verification time: 0.7367 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (635/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_567.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_567.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_567.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.883e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_567.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (636/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1128.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1128.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1128.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.436e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1128.vnnlib: unsat
--- Verification time: 0.0147 / 20.0000 [s]
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INSTANCE (637/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7657.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7657.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7657.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.249e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7657.vnnlib: sat
--- Verification time: 0.0169 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (638/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_532.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_532.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_532.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.177e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_532.vnnlib: sat
--- Verification time: 0.0194 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (639/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4279.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4279.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4279.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.829e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4279.vnnlib: sat
--- Verification time: 0.0190 / 20.0000 [s]
------------------------------------------------------------------
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__________________________________________________________________
INSTANCE (640/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_984.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_984.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_984.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.008e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_984.vnnlib: sat
--- Verification time: 0.0179 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (641/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7362.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7362.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7362.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.854e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7362.vnnlib: sat
--- Verification time: 0.0179 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (642/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4513.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4513.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4513.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.032e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.946e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.853e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.761e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.661e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.554e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.474e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.406e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.350e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.271e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.182e-02 |           99.9833 ‖
‖        12 |   2043 |                  5 |   3.103e-02 |           99.6144 ‖
‖        13 |   3019 |                 52 |   3.049e-02 |           98.1662 ‖
‖        14 |   4043 |                 52 |   3.014e-02 |           98.1659 ‖
‖        15 |   5057 |                 57 |   2.987e-02 |           98.1622 ‖
‖        16 |   5869 |                267 |   2.951e-02 |           94.9948 ‖
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‖        21 |  10963 |                292 |   2.841e-02 |           94.5082 ‖
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‖        34 |  23479 |               1035 |   2.694e-02 |           89.3352 ‖
‖        35 |  24503 |               1035 |   2.684e-02 |           89.3171 ‖
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‖        51 |  40357 |               1519 |   2.463e-02 |           87.5272 ‖
‖        52 |  41122 |               1764 |   2.447e-02 |           86.7710 ‖
‖        53 |  41976 |               1920 |   2.431e-02 |           86.2610 ‖
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‖        55 |  43936 |               2007 |   2.401e-02 |           85.9611 ‖
‖        56 |  44715 |               2239 |   2.388e-02 |           85.1965 ‖
‖        57 |  45622 |               2340 |   2.376e-02 |           84.9625 ‖
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‖        60 |  48169 |               2836 |   2.346e-02 |           83.7131 ‖
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‖        63 |  50944 |               3103 |   2.322e-02 |           83.6140 ‖
‖        64 |  51740 |               3294 |   2.317e-02 |           83.6139 ‖
‖        65 |  52389 |               3627 |   2.313e-02 |           83.3204 ‖
‖        66 |  53148 |               3870 |   2.309e-02 |           83.3171 ‖
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‖        68 |  54587 |               4437 |   2.303e-02 |           83.3116 ‖
‖        69 |  55269 |               4751 |   2.304e-02 |           83.3118 ‖
‖        70 |  55917 |               5109 |   2.303e-02 |           83.3119 ‖
‖        71 |  56460 |               5564 |   2.303e-02 |           83.3119 ‖
‖        72 |  56918 |               6071 |   2.308e-02 |           83.3122 ‖
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‖        74 |  57893 |               7014 |   2.314e-02 |           83.0930 ‖
‖        75 |  58475 |               7414 |   2.317e-02 |           82.6989 ‖
‖        76 |  59232 |               7641 |   2.320e-02 |           82.6984 ‖
‖        77 |  60036 |               7848 |   2.321e-02 |           82.3464 ‖
‖        78 |  60874 |               8014 |   2.323e-02 |           81.9822 ‖
‖        79 |  61818 |               8083 |   2.323e-02 |           81.9255 ‖
‖        80 |  62765 |               8149 |   2.323e-02 |           81.8555 ‖
‖        81 |  63728 |               8206 |   2.323e-02 |           81.8189 ‖
‖        82 |  64682 |               8267 |   2.319e-02 |           81.8190 ‖
‖        83 |  65610 |               8345 |   2.315e-02 |           81.8096 ‖
‖        84 |  66462 |               8490 |   2.312e-02 |           81.6942 ‖
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‖        86 |  68028 |               8911 |   2.307e-02 |           81.5555 ‖
‖        87 |  68721 |               9205 |   2.307e-02 |           81.5088 ‖
‖        88 |  69327 |               9567 |   2.306e-02 |           81.5092 ‖
‖        89 |  69881 |               9987 |   2.307e-02 |           81.4854 ‖
‖        90 |  70444 |              10401 |   2.309e-02 |           81.4857 ‖
‖        91 |  70922 |              10898 |   2.307e-02 |           81.4825 ‖
‖        92 |  71363 |              11426 |   2.307e-02 |           81.1675 ‖
‖        93 |  71853 |              11905 |   2.307e-02 |           81.1677 ‖
‖        94 |  72389 |              12333 |   2.304e-02 |           81.1677 ‖
‖        95 |  73056 |              12645 |   2.305e-02 |           81.1671 ‖
‖        96 |  73832 |              12861 |   2.304e-02 |           81.1675 ‖
‖        97 |  74663 |              13031 |   2.299e-02 |           81.1677 ‖
‖        98 |  75549 |              13152 |   2.298e-02 |           81.1678 ‖
‖        99 |  76449 |              13258 |   2.295e-02 |           81.1682 ‖
‖       100 |  77335 |              13378 |   2.288e-02 |           81.1679 ‖
‖       101 |  78085 |              13631 |   2.285e-02 |           80.8251 ‖
‖       102 |  78841 |              13868 |   2.282e-02 |           80.8189 ‖
‖       103 |  79516 |              14180 |   2.277e-02 |           80.7316 ‖
‖       104 |  80125 |              14557 |   2.277e-02 |           80.5640 ‖
‖       105 |  80671 |              14977 |   2.276e-02 |           80.5311 ‖
‖       106 |  81217 |              15420 |   2.273e-02 |           80.5162 ‖
‖       107 |  81721 |              15881 |   2.276e-02 |           80.4848 ‖
‖       108 |  82184 |              16389 |   2.277e-02 |           80.4841 ‖
‖       109 |  82666 |              16877 |   2.274e-02 |           80.4606 ‖
‖       110 |  83245 |              17268 |   2.273e-02 |           80.4543 ‖
‖       111 |  83911 |              17577 |   2.272e-02 |           80.4538 ‖
‖       112 |  84737 |              17749 |   2.266e-02 |           80.4537 ‖
‖       113 |  85650 |              17845 |   2.264e-02 |           80.4514 ‖
‖       114 |  86569 |              17935 |   2.260e-02 |           80.4506 ‖
‖       115 |  87422 |              18096 |   2.254e-02 |           80.4501 ‖
‖       116 |  88162 |              18347 |   2.254e-02 |           80.4494 ‖
‖       117 |  88754 |              18725 |   2.254e-02 |           80.4492 ‖
‖       118 |  89285 |              19172 |   2.249e-02 |           80.4000 ‖
‖       119 |  89781 |              19658 |   2.250e-02 |           80.3370 ‖
‖       120 |  90203 |              20187 |   2.250e-02 |           80.3369 ‖
‖       121 |  90687 |              20658 |   2.248e-02 |           80.3196 ‖
‖       122 |  91327 |              20996 |   2.248e-02 |           80.3108 ‖
‖       123 |  92063 |              21245 |   2.245e-02 |           80.3108 ‖
‖       124 |  92863 |              21437 |   2.240e-02 |           80.3099 ‖
‖       125 |  93646 |              21651 |   2.240e-02 |           80.3099 ‖
‖       126 |  94441 |              21859 |   2.236e-02 |           80.3098 ‖
‖       127 |  94954 |              22304 |   2.231e-02 |           80.1009 ‖
‖       128 |  95403 |              22796 |   2.230e-02 |           79.9368 ‖
‖       129 |  95870 |              23269 |   2.226e-02 |           79.9123 ‖
‖       130 |  96139 |              23955 |   2.225e-02 |           79.4756 ‖
‖       131 |  96535 |              24490 |   2.222e-02 |           79.4633 ‖
‖       132 |  96913 |              25072 |   2.220e-02 |           79.2174 ‖
‖       133 |  97482 |              25464 |   2.218e-02 |           79.1853 ‖
‖       134 |  98084 |              25837 |   2.213e-02 |           79.1853 ‖
‖       135 |  98526 |              26366 |   2.211e-02 |           78.8689 ‖
‖       136 |  99110 |              26770 |   2.209e-02 |           78.8188 ‖
‖       137 |  99602 |              27242 |   2.205e-02 |           78.8188 ‖
‖       138 | 100147 |              27677 |   2.204e-02 |           78.8147 ‖
‖       139 | 100652 |              28148 |   2.204e-02 |           78.8143 ‖
‖       140 | 100994 |              28759 |   2.201e-02 |           78.7945 ‖
‖       141 | 101171 |              29548 |   2.201e-02 |           78.3078 ‖
‖       142 | 101637 |              30068 |   2.199e-02 |           78.3078 ‖
‖       143 | 101998 |              30665 |   2.198e-02 |           78.1287 ‖
‖       144 | 102555 |              31080 |   2.198e-02 |           78.1268 ‖
‖       145 | 102950 |              31668 |   2.195e-02 |           78.1268 ‖
‖       146 | 103401 |              32174 |   2.196e-02 |           78.1258 ‖
‖       147 | 103983 |              32587 |   2.197e-02 |           78.1258 ‖
‖       148 | 104340 |              33217 |   2.194e-02 |           78.1258 ‖
‖       149 | 104422 |              34051 |   2.195e-02 |           77.6093 ‖
‖       150 | 104604 |              34821 |   2.194e-02 |           77.3849 ‖
‖       151 | 104812 |              35581 |   2.193e-02 |           77.0736 ‖
‖       152 | 105087 |              36269 |   2.195e-02 |           76.6790 ‖
‖       153 | 105314 |              37009 |   2.193e-02 |           76.6440 ‖
‖       154 | 105709 |              37558 |   2.195e-02 |           76.5793 ‖
‖       155 | 106219 |              38030 |   2.196e-02 |           76.5793 ‖
‖       156 | 106396 |              38823 |   2.195e-02 |           76.5791 ‖
‖       157 | 106691 |              39473 |   2.197e-02 |           76.4031 ‖
‖       158 | 107106 |              40037 |   2.199e-02 |           76.2334 ‖
‖       159 | 107352 |              40772 |   2.199e-02 |           76.2115 ‖
‖       160 | 107764 |              41329 |   2.202e-02 |           76.1964 ‖
‖       161 | 108202 |              41863 |   2.204e-02 |           76.1963 ‖
‖       162 | 108366 |              42666 |   2.205e-02 |           76.1963 ‖
‖       163 | 108768 |              43231 |   2.208e-02 |           76.1962 ‖
‖       164 | 109065 |              43902 |   2.209e-02 |           76.1962 ‖
‖       165 | 109319 |              44613 |   2.210e-02 |           76.0004 ‖
‖       166 | 109635 |              45259 |   2.212e-02 |           75.8338 ‖
‖       167 | 109957 |              45923 |   2.214e-02 |           75.7915 ‖
‖       168 | 110310 |              46537 |   2.218e-02 |           75.7835 ‖
‖       169 | 110673 |              47148 |   2.220e-02 |           75.7834 ‖
‖       170 | 111056 |              47742 |   2.222e-02 |           75.7834 ‖
‖       171 | 111511 |              48263 |   2.225e-02 |           75.7834 ‖
‖       172 | 111987 |              48780 |   2.227e-02 |           75.7750 ‖
‖       173 | 112600 |              49155 |   2.230e-02 |           75.7219 ‖
‖       174 | 113130 |              49614 |   2.232e-02 |           75.7115 ‖
‖       175 | 113765 |              49974 |   2.236e-02 |           75.7113 ‖
‖       176 | 114340 |              50394 |   2.238e-02 |           75.7113 ‖
‖       177 | 115023 |              50689 |   2.241e-02 |           75.7113 ‖
‖       178 | 115833 |              50868 |   2.243e-02 |           75.7113 ‖
‖       179 | 116532 |              51176 |   2.243e-02 |           75.7112 ‖
‖       180 | 117326 |              51372 |   2.244e-02 |           75.7110 ‖
‖       181 | 118096 |              51589 |   2.244e-02 |           75.7111 ‖
‖       182 | 118900 |              51779 |   2.245e-02 |           75.7111 ‖
‖       183 | 119726 |              51940 |   2.244e-02 |           75.7111 ‖
‖       184 | 120545 |              52124 |   2.242e-02 |           75.7111 ‖
‖       185 | 121277 |              52355 |   2.241e-02 |           75.7109 ‖
‖       186 | 121900 |              52712 |   2.240e-02 |           75.5906 ‖
‖       187 | 122429 |              53154 |   2.239e-02 |           75.3666 ‖
‖       188 | 122963 |              53605 |   2.238e-02 |           75.1394 ‖
‖       189 | 123563 |              53985 |   2.237e-02 |           75.1381 ‖
‖       190 | 124025 |              54485 |   2.238e-02 |           75.1381 ‖
‖       191 | 124430 |              55029 |   2.239e-02 |           75.1379 ‖
‖       192 | 124999 |              55430 |   2.240e-02 |           75.0986 ‖
‖       193 | 125520 |              55895 |   2.240e-02 |           74.6800 ‖
‖       194 | 126188 |              56187 |   2.241e-02 |           74.6147 ‖
‖       195 | 126771 |              56603 |   2.240e-02 |           74.1731 ‖
‖       196 | 127425 |              56943 |   2.240e-02 |           73.9913 ‖
‖       197 | 128081 |              57263 |   2.240e-02 |           73.9343 ‖
‖       198 | 128647 |              57680 |   2.240e-02 |           73.7757 ‖
‖       199 | 129226 |              58075 |   2.239e-02 |           73.7758 ‖
‖       200 | 129798 |              58450 |   2.239e-02 |           73.7758 ‖
‖       201 | 130221 |              58981 |   2.239e-02 |           73.5819 ‖
‖       202 | 130648 |              59500 |   2.239e-02 |           73.5583 ‖
‖       203 | 131010 |              60076 |   2.240e-02 |           73.3781 ‖
‖       204 | 131475 |              60563 |   2.242e-02 |           73.3293 ‖
‖       205 | 131962 |              61038 |   2.243e-02 |           73.3211 ‖
‖       206 | 132479 |              61484 |   2.243e-02 |           73.3211 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4513.vnnlib: unknown
--- Verification time: 20.1036 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (643/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_170.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_170.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_170.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.210e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.982e-02 |           41.4076 ‖
‖         3 |      2 |                  1 |   4.095e-02 |           39.2469 ‖
‖         4 |      4 |                  1 |   4.046e-02 |           39.2469 ‖
‖         5 |      7 |                  2 |   3.939e-02 |           33.7760 ‖
‖         6 |     11 |                  5 |   3.578e-02 |           20.6677 ‖
‖         7 |     12 |                 13 |   3.764e-02 |           13.1029 ‖
‖         8 |     14 |                 23 |   3.435e-02 |            7.0975 ‖
‖         9 |     16 |                 33 |   3.647e-02 |            4.2492 ‖
‖        10 |      6 |                 58 |   2.910e-02 |            0.4469 ‖
‖        11 |      2 |                 65 |   3.233e-02 |            0.0768 ‖
‖        12 |      1 |                 67 |   2.726e-02 |            0.0000 ‖
‖        13 |      0 |                 68 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.250 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_170.vnnlib: unsat
--- Verification time: 0.2602 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (644/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4960.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4960.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4960.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.331e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.263e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.164e-02 |          100.0002 ‖
‖         4 |      8 |                  0 |   3.094e-02 |          100.0002 ‖
‖         5 |     16 |                  0 |   3.038e-02 |          100.0002 ‖
‖         6 |     32 |                  0 |   2.998e-02 |          100.0002 ‖
‖         7 |     64 |                  0 |   2.945e-02 |          100.0002 ‖
‖         8 |    128 |                  0 |   2.888e-02 |          100.0002 ‖
‖         9 |    256 |                  0 |   2.830e-02 |          100.0002 ‖
‖        10 |    512 |                  0 |   2.771e-02 |           99.7691 ‖
‖        11 |   1016 |                  7 |   2.713e-02 |           98.9951 ‖
‖        12 |   1984 |                 55 |   2.648e-02 |           95.8334 ‖
‖        13 |   2767 |                284 |   2.601e-02 |           89.2189 ‖
‖        14 |   3775 |                293 |   2.577e-02 |           89.1288 ‖
‖        15 |   4713 |                374 |   2.555e-02 |           88.1668 ‖
‖        16 |   5333 |                770 |   2.520e-02 |           82.6926 ‖
‖        17 |   6243 |                846 |   2.505e-02 |           82.1188 ‖
‖        18 |   7182 |                928 |   2.483e-02 |           80.7546 ‖
‖        19 |   8189 |                944 |   2.465e-02 |           80.4574 ‖
‖        20 |   9213 |                944 |   2.446e-02 |           80.4508 ‖
‖        21 |  10158 |               1019 |   2.429e-02 |           80.0472 ‖
‖        22 |  11180 |               1020 |   2.416e-02 |           80.0422 ‖
‖        23 |  12204 |               1020 |   2.399e-02 |           80.0425 ‖
‖        24 |  12601 |               1640 |   2.378e-02 |           76.2762 ‖
‖        25 |  13394 |               1833 |   2.361e-02 |           75.2369 ‖
‖        26 |  14179 |               2068 |   2.342e-02 |           73.5366 ‖
‖        27 |  15188 |               2081 |   2.330e-02 |           73.4482 ‖
‖        28 |  16208 |               2083 |   2.315e-02 |           73.4479 ‖
‖        29 |  16765 |               2549 |   2.296e-02 |           70.3423 ‖
‖        30 |  17724 |               2603 |   2.284e-02 |           69.9914 ‖
‖        31 |  18713 |               2633 |   2.269e-02 |           69.9916 ‖
‖        32 |  19310 |               3041 |   2.256e-02 |           67.5734 ‖
‖        33 |  20085 |               3263 |   2.249e-02 |           66.9914 ‖
‖        34 |  20875 |               3470 |   2.239e-02 |           66.9635 ‖
‖        35 |  21496 |               3829 |   2.237e-02 |           66.7135 ‖
‖        36 |  22195 |               4112 |   2.235e-02 |           66.7132 ‖
‖        37 |  23000 |               4310 |   2.223e-02 |           66.6947 ‖
‖        38 |  23655 |               4636 |   2.217e-02 |           65.7509 ‖
‖        39 |  24232 |               5018 |   2.216e-02 |           65.7511 ‖
‖        40 |  24673 |               5536 |   2.216e-02 |           65.6359 ‖
‖        41 |  25058 |               6121 |   2.223e-02 |           65.5416 ‖
‖        42 |  25654 |               6457 |   2.230e-02 |           65.5030 ‖
‖        43 |  26492 |               6613 |   2.226e-02 |           65.5032 ‖
‖        44 |  27401 |               6707 |   2.226e-02 |           65.5026 ‖
‖        45 |  28358 |               6763 |   2.223e-02 |           65.5023 ‖
‖        46 |  29145 |               6992 |   2.215e-02 |           65.0923 ‖
‖        47 |  29863 |               7237 |   2.210e-02 |           64.8555 ‖
‖        48 |  30421 |               7662 |   2.203e-02 |           64.1950 ‖
‖        49 |  31151 |               7920 |   2.202e-02 |           64.1947 ‖
‖        50 |  31774 |               8265 |   2.197e-02 |           64.1948 ‖
‖        51 |  31981 |               8999 |   2.193e-02 |           62.8964 ‖
‖        52 |  32672 |               9283 |   2.191e-02 |           62.8961 ‖
‖        53 |  33270 |               9674 |   2.185e-02 |           62.4654 ‖
‖        54 |  33963 |               9976 |   2.183e-02 |           62.1307 ‖
‖        55 |  34652 |              10273 |   2.181e-02 |           62.1108 ‖
‖        56 |  35301 |              10615 |   2.177e-02 |           62.1077 ‖
‖        57 |  35930 |              10958 |   2.177e-02 |           62.1075 ‖
‖        58 |  36581 |              11291 |   2.173e-02 |           62.1073 ‖
‖        59 |  36869 |              11962 |   2.168e-02 |           61.2962 ‖
‖        60 |  37133 |              12603 |   2.166e-02 |           60.7773 ‖
‖        61 |  37488 |              13207 |   2.161e-02 |           60.2533 ‖
‖        62 |  38018 |              13634 |   2.163e-02 |           60.1808 ‖
‖        63 |  38544 |              14082 |   2.161e-02 |           60.1813 ‖
‖        64 |  38917 |              14663 |   2.158e-02 |           60.1814 ‖
‖        65 |  39351 |              15153 |   2.160e-02 |           60.1817 ‖
‖        66 |  39745 |              15730 |   2.159e-02 |           60.1818 ‖
‖        67 |  39707 |              16715 |   2.157e-02 |           59.1315 ‖
‖        68 |  39615 |              17681 |   2.155e-02 |           57.6716 ‖
‖        69 |  39636 |              18616 |   2.153e-02 |           57.0186 ‖
‖        70 |  39718 |              19466 |   2.152e-02 |           55.5843 ‖
‖        71 |  39855 |              20230 |   2.152e-02 |           55.1400 ‖
‖        72 |  40228 |              20795 |   2.152e-02 |           55.1337 ‖
‖        73 |  40664 |              21305 |   2.152e-02 |           55.1335 ‖
‖        74 |  40776 |              22136 |   2.152e-02 |           54.6942 ‖
‖        75 |  40969 |              22874 |   2.152e-02 |           53.7247 ‖
‖        76 |  41121 |              23607 |   2.155e-02 |           53.5492 ‖
‖        77 |  41416 |              24232 |   2.160e-02 |           53.5000 ‖
‖        78 |  42000 |              24591 |   2.165e-02 |           53.4700 ‖
‖        79 |  42706 |              24865 |   2.165e-02 |           53.4675 ‖
‖        80 |  43402 |              25132 |   2.165e-02 |           53.4674 ‖
‖        81 |  43828 |              25685 |   2.165e-02 |           53.2849 ‖
‖        82 |  43967 |              26498 |   2.165e-02 |           51.6091 ‖
‖        83 |  44479 |              26943 |   2.166e-02 |           51.2236 ‖
‖        84 |  45192 |              27206 |   2.166e-02 |           51.1522 ‖
‖        85 |  45958 |              27429 |   2.167e-02 |           51.1521 ‖
‖        86 |  46518 |              27858 |   2.165e-02 |           50.7707 ‖
‖        87 |  47111 |              28236 |   2.163e-02 |           50.7703 ‖
‖        88 |  47343 |              28965 |   2.162e-02 |           49.8364 ‖
‖        89 |  47756 |              29498 |   2.163e-02 |           49.3600 ‖
‖        90 |  48332 |              29890 |   2.165e-02 |           49.0934 ‖
‖        91 |  49159 |              30063 |   2.165e-02 |           49.0599 ‖
‖        92 |  49961 |              30264 |   2.163e-02 |           48.9912 ‖
‖        93 |  50667 |              30545 |   2.160e-02 |           48.9908 ‖
‖        94 |  51243 |              30939 |   2.158e-02 |           48.9749 ‖
‖        95 |  51706 |              31418 |   2.159e-02 |           48.9534 ‖
‖        96 |  52266 |              31826 |   2.160e-02 |           48.9477 ‖
‖        97 |  52804 |              32260 |   2.159e-02 |           48.9455 ‖
‖        98 |  53409 |              32606 |   2.159e-02 |           48.9452 ‖
‖        99 |  54034 |              32966 |   2.157e-02 |           48.9449 ‖
‖       100 |  54453 |              33499 |   2.155e-02 |           48.9082 ‖
‖       101 |  55017 |              33895 |   2.153e-02 |           48.9080 ‖
‖       102 |  55487 |              34372 |   2.151e-02 |           48.8787 ‖
‖       103 |  56089 |              34731 |   2.151e-02 |           48.8785 ‖
‖       104 |  56656 |              35148 |   2.148e-02 |           48.8785 ‖
‖       105 |  57007 |              35727 |   2.146e-02 |           48.7250 ‖
‖       106 |  57578 |              36120 |   2.144e-02 |           48.7251 ‖
‖       107 |  58125 |              36532 |   2.143e-02 |           48.7231 ‖
‖       108 |  58750 |              36867 |   2.143e-02 |           48.7223 ‖
‖       109 |  59322 |              37278 |   2.142e-02 |           48.7221 ‖
‖       110 |  59872 |              37684 |   2.140e-02 |           48.7221 ‖
‖       111 |  60376 |              38153 |   2.137e-02 |           48.7220 ‖
‖       112 |  60549 |              38888 |   2.136e-02 |           48.2749 ‖
‖       113 |  61094 |              39319 |   2.135e-02 |           48.2748 ‖
‖       114 |  61641 |              39736 |   2.135e-02 |           48.2745 ‖
‖       115 |  61918 |              40425 |   2.133e-02 |           48.0749 ‖
‖       116 |  62172 |              41101 |   2.131e-02 |           47.9148 ‖
‖       117 |  62552 |              41650 |   2.130e-02 |           47.8945 ‖
‖       118 |  62817 |              42340 |   2.129e-02 |           47.2332 ‖
‖       119 |  63255 |              42860 |   2.128e-02 |           46.9706 ‖
‖       120 |  63627 |              43440 |   2.127e-02 |           46.7891 ‖
‖       121 |  64123 |              43904 |   2.127e-02 |           46.7696 ‖
‖       122 |  64485 |              44505 |   2.126e-02 |           46.6922 ‖
‖       123 |  64853 |              45088 |   2.125e-02 |           46.6870 ‖
‖       124 |  65195 |              45686 |   2.123e-02 |           46.6845 ‖
‖       125 |  65599 |              46227 |   2.125e-02 |           46.6796 ‖
‖       126 |  66164 |              46631 |   2.125e-02 |           46.6786 ‖
‖       127 |  66630 |              47130 |   2.125e-02 |           46.6786 ‖
‖       128 |  67049 |              47674 |   2.125e-02 |           46.6788 ‖
‖       129 |  67228 |              48425 |   2.123e-02 |           46.5516 ‖
‖       130 |  67540 |              49039 |   2.122e-02 |           46.5517 ‖
‖       131 |  67935 |              49592 |   2.121e-02 |           46.3388 ‖
‖       132 |  68103 |              50356 |   2.119e-02 |           46.1343 ‖
‖       133 |  68392 |              51005 |   2.117e-02 |           46.1343 ‖
‖       134 |  68691 |              51642 |   2.117e-02 |           45.8106 ‖
‖       135 |  69255 |              52051 |   2.117e-02 |           45.7330 ‖
‖       136 |  69791 |              52500 |   2.118e-02 |           45.7186 ‖
‖       137 |  70115 |              53117 |   2.118e-02 |           45.7187 ‖
‖       138 |  70382 |              53779 |   2.119e-02 |           45.7169 ‖
‖       139 |  70547 |              54549 |   2.118e-02 |           45.7169 ‖
‖       140 |  71100 |              54941 |   2.118e-02 |           45.7162 ‖
‖       141 |  71736 |              55279 |   2.117e-02 |           45.7160 ‖
‖       142 |  72372 |              55621 |   2.116e-02 |           45.7158 ‖
‖       143 |  72467 |              56452 |   2.116e-02 |           45.4643 ‖
‖       144 |  72345 |              57520 |   2.115e-02 |           44.9603 ‖
‖       145 |  71966 |              58711 |   2.116e-02 |           44.6554 ‖
‖       146 |  71766 |              59835 |   2.117e-02 |           44.0292 ‖
‖       147 |  71601 |              60902 |   2.117e-02 |           43.2034 ‖
‖       148 |  71461 |              61902 |   2.118e-02 |           42.8912 ‖
‖       149 |  71868 |              62427 |   2.119e-02 |           42.8899 ‖
‖       150 |  72465 |              62795 |   2.120e-02 |           42.8895 ‖
‖       151 |  73182 |              63056 |   2.120e-02 |           42.8892 ‖
‖       152 |  73792 |              63418 |   2.119e-02 |           42.6835 ‖
‖       153 |  74232 |              63968 |   2.118e-02 |           42.2889 ‖
‖       154 |  74524 |              64644 |   2.117e-02 |           41.4769 ‖
‖       155 |  74994 |              65152 |   2.117e-02 |           41.0723 ‖
‖       156 |  75538 |              65586 |   2.116e-02 |           40.8399 ‖
‖       157 |  76091 |              66020 |   2.116e-02 |           40.7070 ‖
‖       158 |  76489 |              66579 |   2.115e-02 |           40.6119 ‖
‖       159 |  76848 |              67169 |   2.116e-02 |           40.5801 ‖
‖       160 |  77122 |              67819 |   2.117e-02 |           40.5290 ‖
‖       161 |  77623 |              68246 |   2.118e-02 |           40.5109 ‖
‖       162 |  78280 |              68551 |   2.117e-02 |           40.5074 ‖
‖       163 |  79023 |              68792 |   2.117e-02 |           40.5054 ‖
‖       164 |  79817 |              68974 |   2.116e-02 |           40.4663 ‖
‖       165 |  80721 |              69068 |   2.115e-02 |           40.4657 ‖
‖       166 |  81342 |              69444 |   2.113e-02 |           40.0081 ‖
‖       167 |  81661 |              70039 |   2.111e-02 |           39.3237 ‖
‖       168 |  82077 |              70591 |   2.111e-02 |           38.7063 ‖
‖       169 |  82662 |              70988 |   2.109e-02 |           38.5955 ‖
‖       170 |  83149 |              71451 |   2.109e-02 |           38.4602 ‖
‖       171 |  83517 |              72050 |   2.109e-02 |           38.4553 ‖
‖       172 |  83907 |              72589 |   2.109e-02 |           38.4460 ‖
‖       173 |  84375 |              73081 |   2.110e-02 |           38.4449 ‖
‖       174 |  84511 |              73888 |   2.110e-02 |           38.2134 ‖
‖       175 |  84770 |              74528 |   2.109e-02 |           38.1135 ‖
‖       176 |  85062 |              75177 |   2.109e-02 |           38.1129 ‖
‖       177 |  85474 |              75707 |   2.108e-02 |           38.1126 ‖
‖       178 |  86066 |              76077 |   2.108e-02 |           38.1122 ‖
‖       179 |  86266 |              76841 |   2.107e-02 |           37.1554 ‖
‖       180 |  86587 |              77469 |   2.106e-02 |           36.6194 ‖
‖       181 |  87036 |              78009 |   2.105e-02 |           35.9606 ‖
‖       182 |  87295 |              78701 |   2.103e-02 |           35.2960 ‖
‖       183 |  87624 |              79339 |   2.103e-02 |           34.8267 ‖
‖       184 |  87884 |              80011 |   2.102e-02 |           34.5748 ‖
‖       185 |  88248 |              80598 |   2.103e-02 |           34.4156 ‖
‖       186 |  88540 |              81249 |   2.103e-02 |           34.4048 ‖
‖       187 |  88848 |              81873 |   2.103e-02 |           34.1760 ‖
‖       188 |  89094 |              82571 |   2.102e-02 |           34.1739 ‖
‖       189 |  89259 |              83313 |   2.102e-02 |           34.1734 ‖
‖       190 |  89424 |              84072 |   2.102e-02 |           34.1729 ‖
‖       191 |  89728 |              84685 |   2.101e-02 |           34.1432 ‖
‖       192 |  90054 |              85297 |   2.101e-02 |           34.0363 ‖
‖       193 |  90557 |              85759 |   2.100e-02 |           34.0360 ‖
‖       194 |  91039 |              86238 |   2.100e-02 |           33.9276 ‖
‖       195 |  91585 |              86671 |   2.100e-02 |           33.8741 ‖
‖       196 |  92062 |              87160 |   2.100e-02 |           33.8063 ‖
‖       197 |  92486 |              87706 |   2.100e-02 |           33.8004 ‖
‖       198 |  92828 |              88309 |   2.100e-02 |           33.7612 ‖
‖       199 |  93003 |              89074 |   2.100e-02 |           33.7597 ‖
‖       200 |  93361 |              89620 |   2.100e-02 |           33.7397 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4960.vnnlib: unknown
--- Verification time: 20.0409 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (645/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2788.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2788.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2788.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.062e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2788.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (646/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2652.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2652.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2652.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.826e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2652.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (647/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2449.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2449.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2449.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.511e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2449.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (648/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.343e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.272e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.196e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.113e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.039e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   2.969e-02 |           99.6666 ‖
‖         7 |     61 |                  3 |   2.894e-02 |           92.9120 ‖
‖         8 |    112 |                 12 |   2.841e-02 |           83.8024 ‖
‖         9 |    192 |                 42 |   2.784e-02 |           70.9279 ‖
‖        10 |    310 |                109 |   2.722e-02 |           55.8366 ‖
‖        11 |    470 |                250 |   2.661e-02 |           41.6146 ‖
‖        12 |    679 |                492 |   2.579e-02 |           28.5691 ‖
‖        13 |    940 |                866 |   2.540e-02 |           19.8668 ‖
‖        14 |   1256 |               1427 |   2.494e-02 |           13.1073 ‖
‖        15 |   1488 |               2130 |   2.446e-02 |            9.0842 ‖
‖        16 |   1713 |               2823 |   2.421e-02 |            6.6827 ‖
‖        17 |   2032 |               3468 |   2.390e-02 |            5.1023 ‖
‖        18 |   2308 |               4156 |   2.349e-02 |            3.7993 ‖
‖        19 |   2492 |               4929 |   2.311e-02 |            3.0118 ‖
‖        20 |   2705 |               5685 |   2.265e-02 |            2.4989 ‖
‖        21 |   2665 |               6664 |   2.219e-02 |            1.8075 ‖
‖        22 |   2488 |               7726 |   2.194e-02 |            1.5143 ‖
‖        23 |   2216 |               8929 |   2.143e-02 |            1.0480 ‖
‖        24 |   1933 |              10106 |   2.097e-02 |            0.7159 ‖
‖        25 |   1534 |              11356 |   2.044e-02 |            0.4116 ‖
‖        26 |   1067 |              12620 |   1.982e-02 |            0.1873 ‖
‖        27 |    531 |              13891 |   1.948e-02 |            0.0349 ‖
‖        28 |    254 |              14559 |   1.797e-02 |            0.0049 ‖
‖        29 |    111 |              14874 |   1.773e-02 |            0.0007 ‖
‖        30 |     57 |              15005 |   1.770e-02 |            0.0002 ‖
‖        31 |     28 |              15078 |   1.787e-02 |            0.0000 ‖
‖        32 |     13 |              15114 |   1.601e-02 |            0.0000 ‖
‖        33 |      6 |              15129 |   1.371e-02 |            0.0000 ‖
‖        34 |      1 |              15137 |   1.809e-02 |            0.0000 ‖
‖        35 |      1 |              15138 |   1.784e-02 |            0.0000 ‖
‖        36 |      1 |              15139 |   1.728e-02 |            0.0000 ‖
‖        37 |      0 |              15141 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.174 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_328.vnnlib: unsat
--- Verification time: 2.1901 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (649/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4884.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4884.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4884.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.221e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.926e-02 |           46.5771 ‖
‖         3 |      1 |                  2 |   3.014e-02 |           22.8286 ‖
‖         4 |      1 |                  3 |   2.949e-02 |           10.3879 ‖
‖         5 |      1 |                  4 |   2.868e-02 |            3.5366 ‖
‖         6 |      1 |                  5 |   1.376e-02 |            0.0000 ‖
‖         7 |      0 |                  6 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.108 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4884.vnnlib: unsat
--- Verification time: 0.1187 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (650/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1914.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1914.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1914.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.865e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1914.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (651/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1240.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1240.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1240.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.202e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1240.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (652/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4557.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4557.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4557.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.609e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.024 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4557.vnnlib: unsat
--- Verification time: 0.0349 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (653/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_81.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_81.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_81.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.427e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_81.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (654/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5930.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5930.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5930.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.620e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.436e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   7.248e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.061e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.969e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   6.671e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   6.494e-02 |          100.0000 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.118 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5930.vnnlib: sat
--- Verification time: 0.1285 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (655/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5260.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5260.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5260.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.163e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5260.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (656/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3298.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3298.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3298.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.862e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3298.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (657/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2861.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2861.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2861.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.546e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.470e-02 |           84.3034 ‖
‖         3 |      3 |                  1 |   3.369e-02 |           56.3251 ‖
‖         4 |      3 |                  4 |   3.351e-02 |           37.5001 ‖
‖         5 |      5 |                  5 |   3.274e-02 |           25.0868 ‖
‖         6 |      7 |                  8 |   3.059e-02 |           14.0894 ‖
‖         7 |      6 |                 15 |   3.116e-02 |            8.0071 ‖
‖         8 |      7 |                 20 |   3.009e-02 |            3.4466 ‖
‖         9 |      7 |                 26 |   2.698e-02 |            1.4347 ‖
‖        10 |      5 |                 33 |   2.949e-02 |            0.7450 ‖
‖        11 |      5 |                 38 |   2.556e-02 |            0.3208 ‖
‖        12 |      4 |                 43 |   2.576e-02 |            0.0853 ‖
‖        13 |      3 |                 46 |   1.890e-02 |            0.0245 ‖
‖        14 |      2 |                 48 |   1.502e-02 |            0.0122 ‖
‖        15 |      1 |                 50 |   2.654e-02 |            0.0061 ‖
‖        16 |      1 |                 51 |   2.642e-02 |            0.0031 ‖
‖        17 |      1 |                 52 |   2.610e-02 |            0.0015 ‖
‖        18 |      1 |                 53 |   2.531e-02 |            0.0004 ‖
‖        19 |      1 |                 54 |   2.079e-02 |            0.0000 ‖
‖        20 |      0 |                 55 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.423 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2861.vnnlib: unsat
--- Verification time: 0.4329 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (658/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1324.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1324.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1324.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.370e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1324.vnnlib: unsat
--- Verification time: 0.0175 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (659/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5695.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5695.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5695.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.203e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5695.vnnlib: unsat
--- Verification time: 0.0374 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (660/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_10.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_10.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_10.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.764e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.374e-02 |            1.2809 ‖
‖         3 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.027 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_10.vnnlib: unsat
--- Verification time: 0.0373 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (661/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2962.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2962.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2962.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.476e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.376e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.260e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.198e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.113e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.060e-02 |          100.0000 ‖
‖         7 |     61 |                  3 |   2.982e-02 |           93.5478 ‖
‖         8 |    113 |                 12 |   2.912e-02 |           83.0555 ‖
‖         9 |    183 |                 54 |   2.816e-02 |           65.6923 ‖
‖        10 |    276 |                138 |   2.768e-02 |           49.6571 ‖
‖        11 |    393 |                289 |   2.682e-02 |           33.8862 ‖
‖        12 |    506 |                544 |   2.630e-02 |           21.5762 ‖
‖        13 |    624 |                902 |   2.521e-02 |           12.7977 ‖
‖        14 |    723 |               1370 |   2.479e-02 |            7.5470 ‖
‖        15 |    856 |               1898 |   2.423e-02 |            4.4158 ‖
‖        16 |    947 |               2578 |   2.366e-02 |            2.3533 ‖
‖        17 |    899 |               3462 |   2.294e-02 |            1.0752 ‖
‖        18 |    796 |               4329 |   2.262e-02 |            0.4793 ‖
‖        19 |    719 |               5091 |   2.167e-02 |            0.2013 ‖
‖        20 |    597 |               5797 |   2.103e-02 |            0.0798 ‖
‖        21 |    459 |               6410 |   2.084e-02 |            0.0309 ‖
‖        22 |    346 |               6895 |   2.061e-02 |            0.0115 ‖
‖        23 |    249 |               7278 |   1.984e-02 |            0.0040 ‖
‖        24 |    166 |               7563 |   1.952e-02 |            0.0013 ‖
‖        25 |     92 |               7772 |   1.862e-02 |            0.0004 ‖
‖        26 |     50 |               7885 |   1.842e-02 |            0.0001 ‖
‖        27 |     25 |               7950 |   1.713e-02 |            0.0000 ‖
‖        28 |      9 |               7984 |   1.647e-02 |            0.0000 ‖
‖        29 |      2 |               7997 |   1.830e-02 |            0.0000 ‖
‖        30 |      1 |               8000 |   1.779e-02 |            0.0000 ‖
‖        31 |      0 |               8002 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.717 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2962.vnnlib: unsat
--- Verification time: 1.7275 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (662/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4599.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4599.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4599.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.176e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4599.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (663/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4859.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4859.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4859.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.172e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4859.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
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INSTANCE (664/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6983.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6983.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6983.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.889e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.765e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.597e-02 |          100.0000 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.037 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6983.vnnlib: sat
--- Verification time: 0.0476 / 20.0000 [s]
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__________________________________________________________________
INSTANCE (665/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5929.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5929.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5929.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.271e-08 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5929.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
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INSTANCE (666/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2513.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2513.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2513.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.017e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2513.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (667/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_807.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_807.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_807.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.254e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_807.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
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__________________________________________________________________
INSTANCE (668/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7156.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7156.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7156.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.328e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7156.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (669/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_451.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_451.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_451.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.671e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_451.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
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INSTANCE (670/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1419.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1419.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1419.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.376e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1419.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (671/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_286.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_286.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_286.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.184e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_286.vnnlib: sat
--- Verification time: 0.0191 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (672/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1295.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1295.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1295.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.360e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1295.vnnlib: sat
--- Verification time: 0.0184 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (673/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2847.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2847.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2847.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.357e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.107e-02 |           17.0243 ‖
‖         3 |      2 |                  1 |   3.081e-02 |           17.0243 ‖
‖         4 |      4 |                  1 |   2.951e-02 |           14.1978 ‖
‖         5 |      6 |                  3 |   2.731e-02 |            8.6650 ‖
‖         6 |      8 |                  5 |   2.697e-02 |            5.8295 ‖
‖         7 |      7 |                 13 |   2.740e-02 |            3.5214 ‖
‖         8 |      9 |                 18 |   2.430e-02 |            0.9658 ‖
‖         9 |      6 |                 25 |   2.496e-02 |            0.4292 ‖
‖        10 |      5 |                 30 |   2.326e-02 |            0.2570 ‖
‖        11 |      5 |                 34 |   2.533e-02 |            0.1530 ‖
‖        12 |      5 |                 39 |   2.494e-02 |            0.0676 ‖
‖        13 |      2 |                 47 |   2.447e-02 |            0.0143 ‖
‖        14 |      1 |                 50 |   2.342e-02 |            0.0017 ‖
‖        15 |      0 |                 52 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.324 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2847.vnnlib: unsat
--- Verification time: 0.3618 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (674/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7152.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7152.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7152.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.989e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7152.vnnlib: sat
--- Verification time: 0.0209 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (675/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4518.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4518.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4518.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.235e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4518.vnnlib: sat
--- Verification time: 0.0168 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (676/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2459.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2459.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2459.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.059e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2459.vnnlib: sat
--- Verification time: 0.0191 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (677/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1722.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1722.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1722.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.446e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1722.vnnlib: sat
--- Verification time: 0.0188 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (678/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2567.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2567.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2567.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.259e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.148e-02 |          100.0000 ‖
‖         3 |      3 |                  1 |   5.093e-02 |           74.7746 ‖
‖         4 |      6 |                  1 |   4.911e-02 |           64.9247 ‖
‖         5 |     10 |                  3 |   4.789e-02 |           56.2800 ‖
‖         6 |     16 |                  6 |   4.490e-02 |           45.7688 ‖
‖         7 |     27 |                 10 |   4.587e-02 |           37.1287 ‖
‖         8 |     43 |                 19 |   4.501e-02 |           30.8941 ‖
‖         9 |     68 |                 36 |   4.349e-02 |           23.8826 ‖
‖        10 |     97 |                 70 |   4.211e-02 |           16.4427 ‖
‖        11 |    129 |                126 |   4.248e-02 |           11.5756 ‖
‖        12 |    178 |                204 |   4.128e-02 |            7.6056 ‖
‖        13 |    216 |                329 |   3.974e-02 |            4.2588 ‖
‖        14 |    206 |                528 |   3.873e-02 |            1.9483 ‖
‖        15 |    188 |                722 |   3.832e-02 |            0.9051 ‖
‖        16 |    170 |                906 |   3.738e-02 |            0.3857 ‖
‖        17 |    152 |               1066 |   3.617e-02 |            0.1700 ‖
‖        18 |    112 |               1233 |   3.495e-02 |            0.0619 ‖
‖        19 |     59 |               1377 |   3.406e-02 |            0.0165 ‖
‖        20 |     31 |               1454 |   3.322e-02 |            0.0041 ‖
‖        21 |     11 |               1497 |   3.346e-02 |            0.0005 ‖
‖        22 |      2 |               1515 |   3.392e-02 |            0.0001 ‖
‖        23 |      1 |               1518 |   3.425e-02 |            0.0000 ‖
‖        24 |      0 |               1520 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.870 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2567.vnnlib: unsat
--- Verification time: 0.8812 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (679/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5050.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5050.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5050.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.080e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5050.vnnlib: sat
--- Verification time: 0.0201 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (680/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_683.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_683.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_683.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.302e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.220e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.118e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.043e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   2.969e-02 |           87.7058 ‖
‖         6 |     26 |                  5 |   2.830e-02 |           75.8254 ‖
‖         7 |     45 |                 11 |   2.836e-02 |           67.5123 ‖
‖         8 |     74 |                 26 |   2.711e-02 |           51.6215 ‖
‖         9 |    110 |                 60 |   2.650e-02 |           38.6035 ‖
‖        10 |    163 |                111 |   2.595e-02 |           28.4988 ‖
‖        11 |    231 |                197 |   2.536e-02 |           19.5277 ‖
‖        12 |    312 |                332 |   2.447e-02 |           12.5777 ‖
‖        13 |    381 |                550 |   2.402e-02 |            7.7402 ‖
‖        14 |    448 |                833 |   2.327e-02 |            4.4328 ‖
‖        15 |    475 |               1212 |   2.262e-02 |            2.2538 ‖
‖        16 |    465 |               1640 |   2.203e-02 |            1.0936 ‖
‖        17 |    448 |               2062 |   2.172e-02 |            0.5370 ‖
‖        18 |    404 |               2500 |   2.009e-02 |            0.2089 ‖
‖        19 |    308 |               2905 |   2.025e-02 |            0.0792 ‖
‖        20 |    254 |               3210 |   2.009e-02 |            0.0369 ‖
‖        21 |    232 |               3456 |   1.966e-02 |            0.0160 ‖
‖        22 |    205 |               3679 |   1.877e-02 |            0.0067 ‖
‖        23 |    159 |               3892 |   1.844e-02 |            0.0025 ‖
‖        24 |    106 |               4074 |   1.827e-02 |            0.0009 ‖
‖        25 |     77 |               4191 |   1.777e-02 |            0.0003 ‖
‖        26 |     51 |               4281 |   1.734e-02 |            0.0001 ‖
‖        27 |     26 |               4346 |   1.674e-02 |            0.0000 ‖
‖        28 |     11 |               4382 |   1.589e-02 |            0.0000 ‖
‖        29 |      6 |               4395 |   1.102e-02 |            0.0000 ‖
‖        30 |      1 |               4402 |   1.718e-02 |            0.0000 ‖
‖        31 |      1 |               4403 |   1.287e-02 |            0.0000 ‖
‖        32 |      0 |               4404 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.830 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_683.vnnlib: unsat
--- Verification time: 1.8426 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (681/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3354.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3354.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3354.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.676e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.606e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.502e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.392e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.307e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.167e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.115e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.053e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.989e-02 |          100.0000 ‖
‖        10 |    510 |                  2 |   2.927e-02 |           99.3133 ‖
‖        11 |   1003 |                 18 |   2.864e-02 |           97.2567 ‖
‖        12 |   1924 |                 95 |   2.796e-02 |           92.6424 ‖
‖        13 |   2688 |                344 |   2.743e-02 |           85.2136 ‖
‖        14 |   3679 |                364 |   2.723e-02 |           84.9783 ‖
‖        15 |   4507 |                546 |   2.703e-02 |           82.7665 ‖
‖        16 |   5097 |                968 |   2.668e-02 |           76.9241 ‖
‖        17 |   6040 |               1014 |   2.650e-02 |           76.7084 ‖
‖        18 |   6973 |               1103 |   2.628e-02 |           75.1128 ‖
‖        19 |   7982 |               1118 |   2.609e-02 |           74.7770 ‖
‖        20 |   9006 |               1118 |   2.591e-02 |           74.7770 ‖
‖        21 |   9935 |               1201 |   2.576e-02 |           74.4033 ‖
‖        22 |  10949 |               1206 |   2.560e-02 |           74.4040 ‖
‖        23 |  11808 |               1362 |   2.540e-02 |           73.4474 ‖
‖        24 |  12223 |               1919 |   2.515e-02 |           69.9382 ‖
‖        25 |  13208 |               1955 |   2.495e-02 |           69.7225 ‖
‖        26 |  14117 |               2070 |   2.480e-02 |           68.9139 ‖
‖        27 |  15141 |               2070 |   2.465e-02 |           68.9129 ‖
‖        28 |  16023 |               2208 |   2.447e-02 |           68.0279 ‖
‖        29 |  16662 |               2588 |   2.427e-02 |           65.1728 ‖
‖        30 |  17641 |               2614 |   2.413e-02 |           65.1136 ‖
‖        31 |  18535 |               2742 |   2.396e-02 |           64.0836 ‖
‖        32 |  19404 |               2896 |   2.381e-02 |           62.6991 ‖
‖        33 |  20397 |               2923 |   2.368e-02 |           62.5238 ‖
‖        34 |  21409 |               2935 |   2.354e-02 |           62.4108 ‖
‖        35 |  22433 |               2935 |   2.343e-02 |           62.4111 ‖
‖        36 |  23457 |               2935 |   2.330e-02 |           62.4117 ‖
‖        37 |  24403 |               3012 |   2.316e-02 |           61.8423 ‖
‖        38 |  25413 |               3026 |   2.307e-02 |           61.6854 ‖
‖        39 |  26437 |               3026 |   2.294e-02 |           61.6853 ‖
‖        40 |  27459 |               3028 |   2.283e-02 |           61.6131 ‖
‖        41 |  28483 |               3028 |   2.275e-02 |           61.6116 ‖
‖        42 |  29507 |               3028 |   2.261e-02 |           61.6115 ‖
‖        43 |  30450 |               3089 |   2.250e-02 |           61.5177 ‖
‖        44 |  31473 |               3090 |   2.240e-02 |           61.5176 ‖
‖        45 |  32464 |               3120 |   2.226e-02 |           61.5176 ‖
‖        46 |  32826 |               3678 |   2.214e-02 |           60.3937 ‖
‖        47 |  33661 |               3849 |   2.203e-02 |           60.3515 ‖
‖        48 |  34434 |               4078 |   2.199e-02 |           60.3513 ‖
‖        49 |  35042 |               4450 |   2.199e-02 |           60.3512 ‖
‖        50 |  35473 |               5003 |   2.194e-02 |           59.8865 ‖
‖        51 |  35847 |               5608 |   2.196e-02 |           59.4436 ‖
‖        52 |  36219 |               6178 |   2.200e-02 |           59.4330 ‖
‖        53 |  36705 |               6673 |   2.204e-02 |           59.4164 ‖
‖        54 |  37437 |               6949 |   2.207e-02 |           59.4163 ‖
‖        55 |  38246 |               7145 |   2.206e-02 |           59.4164 ‖
‖        56 |  38963 |               7421 |   2.202e-02 |           59.1529 ‖
‖        57 |  39901 |               7488 |   2.201e-02 |           59.1528 ‖
‖        58 |  40851 |               7554 |   2.195e-02 |           59.1526 ‖
‖        59 |  41309 |               8095 |   2.187e-02 |           57.5634 ‖
‖        60 |  41918 |               8432 |   2.180e-02 |           56.8898 ‖
‖        61 |  42776 |               8586 |   2.175e-02 |           56.6455 ‖
‖        62 |  43664 |               8703 |   2.174e-02 |           56.6460 ‖
‖        63 |  44511 |               8867 |   2.168e-02 |           56.6460 ‖
‖        64 |  44944 |               9401 |   2.162e-02 |           55.7082 ‖
‖        65 |  45652 |               9684 |   2.161e-02 |           55.7081 ‖
‖        66 |  46237 |              10074 |   2.157e-02 |           55.7081 ‖
‖        67 |  46252 |              11011 |   2.154e-02 |           54.1257 ‖
‖        68 |  46409 |              11762 |   2.154e-02 |           53.2694 ‖
‖        69 |  46930 |              12214 |   2.150e-02 |           53.0714 ‖
‖        70 |  47343 |              12786 |   2.149e-02 |           52.1143 ‖
‖        71 |  48013 |              13097 |   2.149e-02 |           52.1142 ‖
‖        72 |  48746 |              13361 |   2.142e-02 |           51.8311 ‖
‖        73 |  49519 |              13584 |   2.141e-02 |           51.5000 ‖
‖        74 |  50406 |              13708 |   2.137e-02 |           51.5002 ‖
‖        75 |  51240 |              13885 |   2.130e-02 |           51.4482 ‖
‖        76 |  51941 |              14170 |   2.131e-02 |           51.4182 ‖
‖        77 |  52531 |              14554 |   2.131e-02 |           51.4179 ‖
‖        78 |  53012 |              15031 |   2.128e-02 |           51.4179 ‖
‖        79 |  53510 |              15494 |   2.132e-02 |           51.4177 ‖
‖        80 |  53981 |              15979 |   2.132e-02 |           51.4176 ‖
‖        81 |  54411 |              16505 |   2.128e-02 |           50.9672 ‖
‖        82 |  54961 |              16923 |   2.126e-02 |           50.3312 ‖
‖        83 |  55699 |              17179 |   2.122e-02 |           50.3311 ‖
‖        84 |  56271 |              17587 |   2.117e-02 |           49.7287 ‖
‖        85 |  56838 |              18009 |   2.115e-02 |           48.9526 ‖
‖        86 |  57516 |              18303 |   2.113e-02 |           48.8358 ‖
‖        87 |  58142 |              18639 |   2.110e-02 |           48.8226 ‖
‖        88 |  58703 |              19056 |   2.111e-02 |           48.8228 ‖
‖        89 |  59118 |              19582 |   2.110e-02 |           48.8227 ‖
‖        90 |  59449 |              20183 |   2.108e-02 |           48.3786 ‖
‖        91 |  59976 |              20591 |   2.109e-02 |           48.1491 ‖
‖        92 |  60657 |              20887 |   2.106e-02 |           48.1490 ‖
‖        93 |  61271 |              21247 |   2.102e-02 |           48.0185 ‖
‖        94 |  61911 |              21579 |   2.104e-02 |           47.9789 ‖
‖        95 |  62429 |              22031 |   2.103e-02 |           47.9758 ‖
‖        96 |  62826 |              22564 |   2.102e-02 |           47.9587 ‖
‖        97 |  63379 |              22978 |   2.103e-02 |           47.9585 ‖
‖        98 |  63839 |              23478 |   2.101e-02 |           47.9585 ‖
‖        99 |  64256 |              23998 |   2.099e-02 |           47.9485 ‖
‖       100 |  64737 |              24454 |   2.102e-02 |           47.9481 ‖
‖       101 |  65121 |              25050 |   2.100e-02 |           47.9481 ‖
‖       102 |  65419 |              25660 |   2.101e-02 |           47.9480 ‖
‖       103 |  65930 |              26099 |   2.103e-02 |           47.9480 ‖
‖       104 |  66186 |              26797 |   2.103e-02 |           47.9480 ‖
‖       105 |  66411 |              27457 |   2.104e-02 |           47.9480 ‖
‖       106 |  66853 |              27946 |   2.105e-02 |           47.9480 ‖
‖       107 |  67118 |              28630 |   2.104e-02 |           47.9480 ‖
‖       108 |  67055 |              29588 |   2.105e-02 |           47.6478 ‖
‖       109 |  67112 |              30462 |   2.105e-02 |           47.6479 ‖
‖       110 |  67398 |              31088 |   2.107e-02 |           47.6450 ‖
‖       111 |  67824 |              31601 |   2.108e-02 |           47.6453 ‖
‖       112 |  68151 |              32239 |   2.109e-02 |           47.6432 ‖
‖       113 |  68500 |              32806 |   2.113e-02 |           47.6429 ‖
‖       114 |  69044 |              33230 |   2.116e-02 |           47.6424 ‖
‖       115 |  69575 |              33673 |   2.118e-02 |           47.6422 ‖
‖       116 |  70254 |              33954 |   2.120e-02 |           47.6420 ‖
‖       117 |  70818 |              34361 |   2.118e-02 |           47.5423 ‖
‖       118 |  71521 |              34615 |   2.117e-02 |           47.5422 ‖
‖       119 |  71802 |              35317 |   2.115e-02 |           46.8725 ‖
‖       120 |  72287 |              35813 |   2.115e-02 |           46.4690 ‖
‖       121 |  72893 |              36193 |   2.115e-02 |           46.2694 ‖
‖       122 |  73432 |              36635 |   2.114e-02 |           46.0831 ‖
‖       123 |  73948 |              37089 |   2.114e-02 |           45.9766 ‖
‖       124 |  74424 |              37584 |   2.113e-02 |           45.9230 ‖
‖       125 |  74866 |              38108 |   2.116e-02 |           45.8892 ‖
‖       126 |  75345 |              38589 |   2.118e-02 |           45.8877 ‖
‖       127 |  76002 |              38912 |   2.119e-02 |           45.8869 ‖
‖       128 |  76720 |              39182 |   2.117e-02 |           45.8869 ‖
‖       129 |  77423 |              39457 |   2.116e-02 |           45.8636 ‖
‖       130 |  78196 |              39676 |   2.114e-02 |           45.8636 ‖
‖       131 |  78956 |              39915 |   2.111e-02 |           45.8635 ‖
‖       132 |  79695 |              40164 |   2.111e-02 |           45.8635 ‖
‖       133 |  80438 |              40414 |   2.111e-02 |           45.8635 ‖
‖       134 |  81012 |              40833 |   2.109e-02 |           45.8636 ‖
‖       135 |  81561 |              41232 |   2.108e-02 |           45.8637 ‖
‖       136 |  81949 |              41821 |   2.107e-02 |           45.8638 ‖
‖       137 |  82094 |              42620 |   2.106e-02 |           45.6395 ‖
‖       138 |  82311 |              43301 |   2.105e-02 |           45.5058 ‖
‖       139 |  82538 |              44034 |   2.104e-02 |           45.1636 ‖
‖       140 |  83071 |              44451 |   2.102e-02 |           45.1339 ‖
‖       141 |  83456 |              45056 |   2.100e-02 |           44.9884 ‖
‖       142 |  84013 |              45436 |   2.100e-02 |           44.8406 ‖
‖       143 |  84617 |              45829 |   2.097e-02 |           44.8407 ‖
‖       144 |  85082 |              46321 |   2.097e-02 |           44.8274 ‖
‖       145 |  85671 |              46699 |   2.098e-02 |           44.8280 ‖
‖       146 |  86054 |              47295 |   2.098e-02 |           44.8282 ‖
‖       147 |  86442 |              47846 |   2.098e-02 |           44.8284 ‖
‖       148 |  86826 |              48415 |   2.098e-02 |           44.8284 ‖
‖       149 |  86982 |              49211 |   2.097e-02 |           44.7544 ‖
‖       150 |  87137 |              49964 |   2.096e-02 |           44.5203 ‖
‖       151 |  87433 |              50640 |   2.096e-02 |           44.5204 ‖
‖       152 |  87814 |              51205 |   2.097e-02 |           44.5206 ‖
‖       153 |  88245 |              51726 |   2.099e-02 |           44.5208 ‖
‖       154 |  88746 |              52181 |   2.099e-02 |           44.5209 ‖
‖       155 |  89342 |              52559 |   2.097e-02 |           44.5199 ‖
‖       156 |  89404 |              53415 |   2.095e-02 |           43.8814 ‖
‖       157 |  89622 |              54161 |   2.093e-02 |           43.2357 ‖
‖       158 |  89900 |              54841 |   2.092e-02 |           42.8487 ‖
‖       159 |  90421 |              55291 |   2.090e-02 |           42.8487 ‖
‖       160 |  90781 |              55905 |   2.087e-02 |           42.4743 ‖
‖       161 |  90990 |              56669 |   2.086e-02 |           41.7226 ‖
‖       162 |  91514 |              57085 |   2.085e-02 |           41.6919 ‖
‖       163 |  92031 |              57528 |   2.086e-02 |           41.6919 ‖
‖       164 |  92284 |              58215 |   2.085e-02 |           41.5400 ‖
‖       165 |  92688 |              58754 |   2.083e-02 |           41.5400 ‖
‖       166 |  93056 |              59350 |   2.082e-02 |           41.5400 ‖
‖       167 |  93252 |              60111 |   2.081e-02 |           40.9080 ‖
‖       168 |  93836 |              60489 |   2.081e-02 |           40.8281 ‖
‖       169 |  94351 |              60954 |   2.079e-02 |           40.8282 ‖
‖       170 |  94936 |              61307 |   2.079e-02 |           40.8281 ‖
‖       171 |  95478 |              61745 |   2.078e-02 |           40.8281 ‖
‖       172 |  95634 |              62511 |   2.077e-02 |           40.7022 ‖
‖       173 |  96076 |              62994 |   2.075e-02 |           40.7022 ‖
‖       174 |  96307 |              63723 |   2.074e-02 |           40.7022 ‖
‖       175 |  96342 |              64612 |   2.075e-02 |           40.4219 ‖
‖       176 |  96627 |              65222 |   2.077e-02 |           40.3221 ‖
‖       177 |  96967 |              65817 |   2.079e-02 |           40.2665 ‖
‖       178 |  97465 |              66254 |   2.081e-02 |           40.2567 ‖
‖       179 |  97936 |              66738 |   2.081e-02 |           40.2303 ‖
‖       180 |  98464 |              67169 |   2.079e-02 |           40.2303 ‖
‖       181 |  99147 |              67445 |   2.078e-02 |           40.2224 ‖
‖       182 |  99962 |              67621 |   2.078e-02 |           40.2222 ‖
‖       183 | 100769 |              67813 |   2.078e-02 |           40.2220 ‖
‖       184 | 101496 |              68066 |   2.077e-02 |           40.2221 ‖
‖       185 | 101990 |              68545 |   2.075e-02 |           40.1293 ‖
‖       186 | 102427 |              69061 |   2.073e-02 |           40.1293 ‖
‖       187 | 102561 |              69843 |   2.072e-02 |           39.6252 ‖
‖       188 | 102957 |              70385 |   2.072e-02 |           39.6252 ‖
‖       189 | 103269 |              70990 |   2.072e-02 |           39.6252 ‖
‖       190 | 103682 |              71521 |   2.072e-02 |           39.6252 ‖
‖       191 | 103944 |              72197 |   2.070e-02 |           39.3938 ‖
‖       192 | 104243 |              72794 |   2.068e-02 |           39.2935 ‖
‖       193 | 104560 |              73395 |   2.067e-02 |           39.1795 ‖
‖       194 | 104599 |              74296 |   2.066e-02 |           38.2829 ‖
‖       195 | 104807 |              75019 |   2.065e-02 |           38.0481 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.070 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3354.vnnlib: unknown
--- Verification time: 20.0872 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (682/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1552.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1552.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1552.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.585e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1552.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (683/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1948.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1948.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1948.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.490e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1948.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (684/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7339.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7339.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7339.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.282e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7339.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (685/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1968.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1968.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1968.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.689e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.483e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.308e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.205e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.059e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.947e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.850e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.761e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.666e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.569e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.471e-02 |           99.9998 ‖
‖        12 |   2048 |                  0 |   3.379e-02 |           99.9998 ‖
‖        12 |   1024 |                  0 |   3.383e-02 |           49.9999 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.309 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1968.vnnlib: sat
--- Verification time: 0.3200 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (686/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_236.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_236.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_236.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.619e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.278e-02 |            1.6510 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_236.vnnlib: unsat
--- Verification time: 0.0516 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (687/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_666.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_666.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_666.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.232e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_666.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (688/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6671.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6671.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6671.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.254e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6671.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (689/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_855.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_855.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_855.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.367e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.279e-02 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_855.vnnlib: sat
--- Verification time: 0.0338 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (690/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1174.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1174.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1174.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.109e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1174.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (691/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_694.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_694.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_694.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.446e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.342e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.245e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.138e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.060e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.980e-02 |          100.0001 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.092 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_694.vnnlib: sat
--- Verification time: 0.1026 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (692/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6609.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6609.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6609.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.549e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6609.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (693/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_512.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_512.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_512.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.209e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.119e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.073e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.967e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.797e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.682e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.656e-02 |          100.0002 ‖
‖         8 |    128 |                  0 |   4.595e-02 |           99.9541 ‖
‖         9 |    255 |                  1 |   4.501e-02 |           98.9479 ‖
‖        10 |    500 |                 10 |   4.427e-02 |           96.9952 ‖
‖        11 |    975 |                 33 |   4.325e-02 |           93.8190 ‖
‖        12 |   1853 |                119 |   4.226e-02 |           89.3027 ‖
‖        13 |   2635 |                352 |   4.150e-02 |           83.0412 ‖
‖        14 |   3655 |                354 |   4.112e-02 |           83.0400 ‖
‖        15 |   4386 |                620 |   4.083e-02 |           79.9998 ‖
‖        16 |   5106 |                915 |   4.033e-02 |           75.7247 ‖
‖        17 |   6122 |                919 |   4.007e-02 |           75.7188 ‖
‖        18 |   7107 |                958 |   3.985e-02 |           75.0453 ‖
‖        19 |   8131 |                958 |   3.967e-02 |           75.0423 ‖
‖        20 |   9155 |                958 |   3.944e-02 |           75.0423 ‖
‖        21 |  10020 |               1095 |   3.924e-02 |           74.3353 ‖
‖        22 |  11044 |               1095 |   3.901e-02 |           74.3353 ‖
‖        23 |  11719 |               1407 |   3.875e-02 |           72.5463 ‖
‖        24 |  12246 |               1884 |   3.838e-02 |           69.4164 ‖
‖        25 |  13264 |               1890 |   3.810e-02 |           69.3641 ‖
‖        26 |  14238 |               1940 |   3.784e-02 |           68.8923 ‖
‖        27 |  15262 |               1940 |   3.763e-02 |           68.8922 ‖
‖        28 |  16254 |               1964 |   3.739e-02 |           68.7784 ‖
‖        29 |  17070 |               2168 |   3.711e-02 |           67.1558 ‖
‖        30 |  18041 |               2221 |   3.688e-02 |           66.7407 ‖
‖        31 |  19056 |               2230 |   3.667e-02 |           66.6726 ‖
‖        32 |  20056 |               2254 |   3.668e-02 |           66.4496 ‖
‖        33 |  21079 |               2255 |   3.667e-02 |           66.4407 ‖
‖        34 |  22103 |               2255 |   3.661e-02 |           66.4407 ‖
‖        35 |  23127 |               2255 |   3.657e-02 |           66.4405 ‖
‖        36 |  24151 |               2255 |   3.652e-02 |           66.4404 ‖
‖        37 |  25111 |               2303 |   3.643e-02 |           66.3537 ‖
‖        38 |  26133 |               2305 |   3.640e-02 |           66.3540 ‖
‖        39 |  27157 |               2305 |   3.633e-02 |           66.3540 ‖
‖        40 |  28172 |               2314 |   3.624e-02 |           66.3539 ‖
‖        41 |  29169 |               2341 |   3.620e-02 |           66.3538 ‖
‖        42 |  30191 |               2342 |   3.610e-02 |           66.3537 ‖
‖        43 |  31042 |               2492 |   3.598e-02 |           66.0057 ‖
‖        44 |  32064 |               2494 |   3.589e-02 |           66.0057 ‖
‖        45 |  32970 |               2556 |   3.579e-02 |           65.9987 ‖
‖        46 |  33402 |               3135 |   3.565e-02 |           64.1528 ‖
‖        47 |  34410 |               3149 |   3.550e-02 |           64.1043 ‖
‖        48 |  35429 |               3154 |   3.540e-02 |           64.1044 ‖
‖        49 |  36453 |               3154 |   3.534e-02 |           64.1044 ‖
‖        50 |  37392 |               3219 |   3.527e-02 |           63.9579 ‖
‖        51 |  38285 |               3348 |   3.522e-02 |           63.5010 ‖
‖        52 |  39309 |               3348 |   3.520e-02 |           63.5012 ‖
‖        53 |  40333 |               3348 |   3.511e-02 |           63.5010 ‖
‖        54 |  41357 |               3348 |   3.508e-02 |           63.5012 ‖
‖        55 |  42381 |               3348 |   3.505e-02 |           63.5015 ‖
‖        56 |  43384 |               3367 |   3.495e-02 |           63.4497 ‖
‖        57 |  44408 |               3367 |   3.483e-02 |           63.4495 ‖
‖        58 |  45423 |               3376 |   3.476e-02 |           63.4495 ‖
‖        59 |  46223 |               3563 |   3.468e-02 |           62.9881 ‖
‖        60 |  46754 |               4045 |   3.456e-02 |           61.3268 ‖
‖        61 |  47593 |               4218 |   3.440e-02 |           60.8350 ‖
‖        62 |  48368 |               4457 |   3.427e-02 |           60.0980 ‖
‖        63 |  49253 |               4594 |   3.416e-02 |           59.8467 ‖
‖        64 |  50238 |               4628 |   3.402e-02 |           59.8466 ‖
‖        65 |  51163 |               4724 |   3.387e-02 |           59.6206 ‖
‖        66 |  52116 |               4786 |   3.370e-02 |           59.6207 ‖
‖        67 |  52872 |               5030 |   3.362e-02 |           59.6207 ‖
‖        68 |  53261 |               5608 |   3.363e-02 |           59.0648 ‖
‖        69 |  53514 |               6314 |   3.369e-02 |           58.6725 ‖
‖        70 |  53902 |               6877 |   3.374e-02 |           58.4788 ‖
‖        71 |  54587 |               7184 |   3.380e-02 |           58.2531 ‖
‖        72 |  55483 |               7296 |   3.384e-02 |           58.1744 ‖
‖        73 |  56470 |               7326 |   3.384e-02 |           58.1741 ‖
‖        74 |  57481 |               7336 |   3.383e-02 |           58.1629 ‖
‖        75 |  58505 |               7336 |   3.382e-02 |           58.1628 ‖
‖        76 |  59529 |               7336 |   3.380e-02 |           58.1628 ‖
‖        77 |  60553 |               7336 |   3.381e-02 |           58.1572 ‖
‖        78 |  61577 |               7336 |   3.381e-02 |           58.1572 ‖
‖        79 |  62592 |               7345 |   3.378e-02 |           58.1569 ‖
‖        80 |  63604 |               7357 |   3.376e-02 |           58.1570 ‖
‖        81 |  64575 |               7410 |   3.374e-02 |           58.1567 ‖
‖        82 |  65547 |               7461 |   3.372e-02 |           58.1563 ‖
‖        83 |  66448 |               7583 |   3.368e-02 |           58.1342 ‖
‖        84 |  67384 |               7670 |   3.366e-02 |           58.1340 ‖
‖        85 |  68362 |               7716 |   3.363e-02 |           58.1338 ‖
‖        86 |  69357 |               7744 |   3.363e-02 |           58.0888 ‖
‖        87 |  70340 |               7781 |   3.364e-02 |           58.0798 ‖
‖        88 |  71331 |               7813 |   3.362e-02 |           58.0799 ‖
‖        89 |  72345 |               7823 |   3.361e-02 |           58.0798 ‖
‖        90 |  73358 |               7833 |   3.359e-02 |           58.0798 ‖
‖        91 |  74373 |               7841 |   3.356e-02 |           58.0797 ‖
‖        92 |  75397 |               7841 |   3.355e-02 |           58.0797 ‖
‖        93 |  76420 |               7842 |   3.351e-02 |           58.0798 ‖
‖        94 |  77405 |               7881 |   3.347e-02 |           58.0798 ‖
‖        95 |  78386 |               7924 |   3.346e-02 |           58.0795 ‖
‖        96 |  79343 |               7989 |   3.346e-02 |           58.0795 ‖
‖        97 |  80334 |               8016 |   3.345e-02 |           58.0795 ‖
‖        98 |  81337 |               8036 |   3.342e-02 |           58.0794 ‖
‖        99 |  82349 |               8048 |   3.341e-02 |           58.0794 ‖
‖       100 |  83310 |               8103 |   3.338e-02 |           58.0542 ‖
‖       101 |  84196 |               8236 |   3.334e-02 |           58.0410 ‖
‖       102 |  85200 |               8252 |   3.332e-02 |           58.0409 ‖
‖       103 |  86134 |               8341 |   3.329e-02 |           58.0409 ‖
‖       104 |  87137 |               8359 |   3.327e-02 |           58.0409 ‖
‖       105 |  88158 |               8362 |   3.326e-02 |           58.0411 ‖
‖       106 |  89141 |               8403 |   3.324e-02 |           58.0395 ‖
‖       107 |  90146 |               8419 |   3.321e-02 |           58.0395 ‖
‖       108 |  91170 |               8419 |   3.318e-02 |           58.0394 ‖
‖       109 |  91714 |               8842 |   3.315e-02 |           57.4997 ‖
‖       110 |  92685 |               8886 |   3.310e-02 |           57.4793 ‖
‖       111 |  93645 |               8945 |   3.307e-02 |           57.4288 ‖
‖       112 |  94651 |               8963 |   3.303e-02 |           57.4288 ‖
‖       113 |  95663 |               8975 |   3.299e-02 |           57.4287 ‖
‖       114 |  96618 |               9043 |   3.296e-02 |           57.4287 ‖
‖       115 |  97603 |               9079 |   3.291e-02 |           57.4287 ‖
‖       116 |  98600 |               9106 |   3.290e-02 |           57.4288 ‖
‖       117 |  99539 |               9189 |   3.286e-02 |           57.4288 ‖
‖       118 | 100439 |               9304 |   3.283e-02 |           57.4287 ‖
‖       119 | 101318 |               9429 |   3.281e-02 |           57.4287 ‖
‖       120 | 102271 |               9485 |   3.276e-02 |           57.4172 ‖
‖       121 | 103149 |               9624 |   3.273e-02 |           57.4172 ‖
‖       122 | 103999 |               9779 |   3.269e-02 |           57.4172 ‖
‖       123 | 104342 |              10397 |   3.268e-02 |           57.0679 ‖
‖       124 | 104797 |              10904 |   3.270e-02 |           57.0677 ‖
‖       125 | 105468 |              11225 |   3.270e-02 |           57.0677 ‖
‖       126 | 106262 |              11433 |   3.271e-02 |           57.0677 ‖
‖       127 | 107040 |              11661 |   3.271e-02 |           57.0677 ‖
‖       128 | 107846 |              11849 |   3.269e-02 |           57.0677 ‖
‖       129 | 108621 |              12071 |   3.268e-02 |           57.0677 ‖
‖       130 | 109348 |              12350 |   3.266e-02 |           57.0677 ‖
‖       131 | 110072 |              12625 |   3.265e-02 |           57.0676 ‖
‖       132 | 110845 |              12855 |   3.265e-02 |           57.0676 ‖
‖       133 | 111698 |              13011 |   3.265e-02 |           57.0676 ‖
‖       134 | 112567 |              13161 |   3.262e-02 |           57.0676 ‖
‖       135 | 113513 |              13225 |   3.261e-02 |           57.0676 ‖
‖       136 | 114431 |              13327 |   3.260e-02 |           57.0676 ‖
‖       137 | 115294 |              13476 |   3.257e-02 |           57.0617 ‖
‖       138 | 116108 |              13668 |   3.255e-02 |           57.0616 ‖
‖       139 | 116929 |              13854 |   3.252e-02 |           57.0617 ‖
‖       140 | 117763 |              14017 |   3.249e-02 |           57.0617 ‖
‖       141 | 118639 |              14149 |   3.246e-02 |           57.0616 ‖
‖       142 | 119527 |              14272 |   3.242e-02 |           57.0616 ‖
‖       143 | 120382 |              14420 |   3.239e-02 |           57.0616 ‖
‖       144 | 121265 |              14551 |   3.237e-02 |           57.0616 ‖
‖       145 | 122181 |              14649 |   3.235e-02 |           57.0616 ‖
‖       146 | 122988 |              14844 |   3.234e-02 |           56.9797 ‖
‖       147 | 123921 |              14927 |   3.231e-02 |           56.9797 ‖
‖       148 | 124811 |              15052 |   3.230e-02 |           56.9797 ‖
‖       149 | 125217 |              15588 |   3.227e-02 |           56.3230 ‖
‖       150 | 125902 |              15908 |   3.224e-02 |           55.9259 ‖
‖       151 | 126617 |              16185 |   3.220e-02 |           55.5788 ‖
‖       152 | 127594 |              16228 |   3.217e-02 |           55.5787 ‖
‖       153 | 128494 |              16326 |   3.212e-02 |           55.5714 ‖
‖       154 | 128819 |              16985 |   3.209e-02 |           54.7168 ‖
‖       155 | 129717 |              17106 |   3.204e-02 |           54.7168 ‖
‖       156 | 130325 |              17493 |   3.201e-02 |           54.3725 ‖
‖       157 | 131022 |              17790 |   3.199e-02 |           54.2432 ‖
‖       158 | 131677 |              18128 |   3.196e-02 |           54.2432 ‖
‖       159 | 132332 |              18458 |   3.194e-02 |           54.2431 ‖
‖       160 | 132825 |              18926 |   3.193e-02 |           54.2432 ‖
‖       161 | 133038 |              19675 |   3.192e-02 |           54.2432 ‖
‖       162 | 133146 |              20470 |   3.193e-02 |           53.9541 ‖
‖       163 | 133531 |              21036 |   3.192e-02 |           53.9541 ‖
‖       164 | 133727 |              21802 |   3.191e-02 |           53.9540 ‖
‖       165 | 134040 |              22417 |   3.191e-02 |           53.9541 ‖
‖       166 | 134516 |              22917 |   3.190e-02 |           53.9541 ‖
‖       167 | 134865 |              23544 |   3.189e-02 |           53.9541 ‖
‖       168 | 135232 |              24127 |   3.190e-02 |           53.9540 ‖
‖       169 | 135791 |              24548 |   3.191e-02 |           53.9541 ‖
‖       170 | 136080 |              25218 |   3.192e-02 |           53.3248 ‖
‖       171 | 136659 |              25616 |   3.193e-02 |           52.9668 ‖
‖       172 | 137311 |              25959 |   3.194e-02 |           52.3865 ‖
‖       173 | 138038 |              26233 |   3.194e-02 |           52.0119 ‖
‖       174 | 138940 |              26354 |   3.194e-02 |           51.8875 ‖
‖       175 | 139729 |              26584 |   3.192e-02 |           51.4744 ‖
‖       176 | 140614 |              26718 |   3.192e-02 |           51.2355 ‖
‖       177 | 141521 |              26824 |   3.192e-02 |           51.1257 ‖
‖       178 | 142341 |              27023 |   3.192e-02 |           50.9033 ‖
‖       179 | 143126 |              27256 |   3.192e-02 |           50.8458 ‖
‖       180 | 143891 |              27503 |   3.191e-02 |           50.8458 ‖
‖       181 | 144687 |              27713 |   3.191e-02 |           50.8457 ‖
‖       182 | 145645 |              27775 |   3.192e-02 |           50.8457 ‖
‖       183 | 146655 |              27789 |   3.192e-02 |           50.8078 ‖
‖       184 | 147663 |              27805 |   3.192e-02 |           50.7917 ‖
‖       185 | 148676 |              27815 |   3.191e-02 |           50.7917 ‖
‖       186 | 149661 |              27852 |   3.191e-02 |           50.7917 ‖
‖       187 | 150598 |              27936 |   3.190e-02 |           50.7916 ‖
‖       188 | 151502 |              28053 |   3.190e-02 |           50.7916 ‖
‖       189 | 152386 |              28187 |   3.189e-02 |           50.7916 ‖
‖       190 | 153225 |              28366 |   3.189e-02 |           50.7916 ‖
‖       191 | 154015 |              28595 |   3.188e-02 |           50.7915 ‖
‖       192 | 154934 |              28695 |   3.188e-02 |           50.7368 ‖
‖       193 | 155918 |              28734 |   3.189e-02 |           50.7118 ‖
‖       194 | 156890 |              28785 |   3.189e-02 |           50.7118 ‖
‖       195 | 157826 |              28870 |   3.189e-02 |           50.7118 ‖
‖       196 | 158821 |              28898 |   3.189e-02 |           50.7118 ‖
‖       197 | 159795 |              28947 |   3.189e-02 |           50.7118 ‖
‖       198 | 160664 |              29100 |   3.188e-02 |           50.7118 ‖
‖       199 | 161508 |              29272 |   3.188e-02 |           50.7118 ‖
‖       200 | 162341 |              29445 |   3.188e-02 |           50.7118 ‖
‖       201 | 163117 |              29674 |   3.187e-02 |           50.7117 ‖
‖       202 | 163958 |              29845 |   3.187e-02 |           50.7117 ‖
‖       203 | 164846 |              29970 |   3.187e-02 |           50.7117 ‖
‖       204 | 165621 |              30208 |   3.186e-02 |           50.7117 ‖
‖       205 | 166505 |              30338 |   3.186e-02 |           50.7117 ‖
‖       206 | 167387 |              30470 |   3.187e-02 |           50.7117 ‖
‖       207 | 168181 |              30692 |   3.186e-02 |           50.7117 ‖
‖       208 | 168999 |              30880 |   3.186e-02 |           50.7116 ‖
‖       209 | 169828 |              31056 |   3.187e-02 |           50.7116 ‖
‖       210 | 170566 |              31331 |   3.186e-02 |           50.6176 ‖
‖       211 | 171333 |              31574 |   3.186e-02 |           50.6096 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.085 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_512.vnnlib: unknown
--- Verification time: 20.0999 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (694/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4747.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4747.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4747.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.221e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4747.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (695/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2324.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2324.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2324.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.749e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.645e-02 |           78.5282 ‖
‖         3 |      3 |                  1 |   4.602e-02 |           56.5271 ‖
‖         4 |      4 |                  3 |   4.499e-02 |           45.3412 ‖
‖         5 |      8 |                  3 |   4.479e-02 |           45.3412 ‖
‖         6 |     14 |                  5 |   4.388e-02 |           38.1450 ‖
‖         7 |     22 |                 11 |   4.244e-02 |           27.5205 ‖
‖         8 |     30 |                 23 |   4.176e-02 |           19.4602 ‖
‖         9 |     38 |                 43 |   3.973e-02 |           10.5130 ‖
‖        10 |     28 |                 84 |   3.747e-02 |            3.3667 ‖
‖        11 |     11 |                121 |   3.594e-02 |            0.7025 ‖
‖        12 |      2 |                138 |   3.793e-02 |            0.0807 ‖
‖        13 |      0 |                142 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.376 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2324.vnnlib: unsat
--- Verification time: 0.3884 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (696/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2754.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2754.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2754.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.284e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2754.vnnlib: sat
--- Verification time: 0.0197 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (697/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6221.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6221.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6221.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.224e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6221.vnnlib: sat
--- Verification time: 0.0179 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (698/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3916.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3916.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3916.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.707e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.628e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.477e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.374e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.285e-02 |          100.0002 ‖
‖         6 |     32 |                  0 |   4.209e-02 |          100.0002 ‖
‖         7 |     64 |                  0 |   4.132e-02 |          100.0002 ‖
‖         8 |    128 |                  0 |   4.064e-02 |          100.0002 ‖
‖         9 |    256 |                  0 |   3.998e-02 |          100.0002 ‖
‖        10 |    512 |                  0 |   3.910e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   3.817e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   3.722e-02 |          100.0001 ‖
‖        13 |   3071 |                  1 |   3.653e-02 |           99.9757 ‖
‖        14 |   4095 |                  1 |   3.607e-02 |           99.9757 ‖
‖        15 |   5119 |                  1 |   3.569e-02 |           99.9757 ‖
‖        16 |   6127 |                 17 |   3.528e-02 |           99.7022 ‖
‖        17 |   7151 |                 17 |   3.495e-02 |           99.7022 ‖
‖        18 |   8175 |                 17 |   3.464e-02 |           99.7026 ‖
‖        19 |   9199 |                 17 |   3.439e-02 |           99.7029 ‖
‖        20 |  10223 |                 17 |   3.414e-02 |           99.7026 ‖
‖        21 |  11247 |                 17 |   3.386e-02 |           99.7026 ‖
‖        22 |  12271 |                 17 |   3.364e-02 |           99.7021 ‖
‖        23 |  13295 |                 17 |   3.341e-02 |           99.7021 ‖
‖        24 |  14317 |                 19 |   3.320e-02 |           99.6900 ‖
‖        25 |  15224 |                132 |   3.300e-02 |           98.8564 ‖
‖        26 |  16230 |                148 |   3.284e-02 |           98.7414 ‖
‖        27 |  17252 |                149 |   3.264e-02 |           98.7412 ‖
‖        28 |  18274 |                151 |   3.256e-02 |           98.7059 ‖
‖        29 |  19298 |                151 |   3.248e-02 |           98.7063 ‖
‖        30 |  20322 |                151 |   3.235e-02 |           98.7065 ‖
‖        31 |  21346 |                151 |   3.223e-02 |           98.7067 ‖
‖        32 |  22370 |                151 |   3.211e-02 |           98.7067 ‖
‖        33 |  23394 |                151 |   3.202e-02 |           98.7067 ‖
‖        34 |  24417 |                152 |   3.195e-02 |           98.6948 ‖
‖        35 |  25441 |                152 |   3.188e-02 |           98.6948 ‖
‖        36 |  26465 |                152 |   3.175e-02 |           98.6946 ‖
‖        37 |  27489 |                152 |   3.164e-02 |           98.6949 ‖
‖        38 |  28513 |                152 |   3.158e-02 |           98.6955 ‖
‖        39 |  29534 |                155 |   3.151e-02 |           98.6951 ‖
‖        40 |  30556 |                157 |   3.139e-02 |           98.6951 ‖
‖        41 |  31580 |                157 |   3.134e-02 |           98.6952 ‖
‖        42 |  32604 |                157 |   3.128e-02 |           98.6950 ‖
‖        43 |  33627 |                158 |   3.119e-02 |           98.6953 ‖
‖        44 |  34626 |                183 |   3.114e-02 |           98.6960 ‖
‖        45 |  35634 |                191 |   3.110e-02 |           98.6965 ‖
‖        46 |  36656 |                192 |   3.100e-02 |           98.6967 ‖
‖        47 |  37680 |                192 |   3.097e-02 |           98.6976 ‖
‖        48 |  38703 |                193 |   3.097e-02 |           98.6987 ‖
‖        49 |  39727 |                193 |   3.090e-02 |           98.6988 ‖
‖        50 |  40751 |                193 |   3.089e-02 |           98.6989 ‖
‖        51 |  41747 |                218 |   3.087e-02 |           98.6270 ‖
‖        52 |  42492 |                489 |   3.082e-02 |           97.6755 ‖
‖        53 |  43348 |                656 |   3.077e-02 |           97.0579 ‖
‖        54 |  44303 |                716 |   3.072e-02 |           96.8769 ‖
‖        55 |  45283 |                757 |   3.065e-02 |           96.7309 ‖
‖        56 |  46234 |                830 |   3.060e-02 |           96.4465 ‖
‖        57 |  47243 |                843 |   3.053e-02 |           96.4002 ‖
‖        58 |  48255 |                854 |   3.043e-02 |           96.4003 ‖
‖        59 |  49193 |                934 |   3.039e-02 |           96.4006 ‖
‖        60 |  50051 |               1087 |   3.036e-02 |           96.2997 ‖
‖        61 |  50901 |               1244 |   3.032e-02 |           96.1422 ‖
‖        62 |  51751 |               1394 |   3.029e-02 |           96.0327 ‖
‖        63 |  52633 |               1518 |   3.026e-02 |           95.9967 ‖
‖        64 |  53539 |               1614 |   3.024e-02 |           95.9314 ‖
‖        65 |  54520 |               1643 |   3.023e-02 |           95.9265 ‖
‖        66 |  55530 |               1655 |   3.019e-02 |           95.9265 ‖
‖        67 |  56542 |               1667 |   3.017e-02 |           95.9267 ‖
‖        68 |  57563 |               1670 |   3.014e-02 |           95.9268 ‖
‖        69 |  58580 |               1677 |   3.010e-02 |           95.9267 ‖
‖        70 |  59591 |               1689 |   3.007e-02 |           95.9268 ‖
‖        71 |  60602 |               1702 |   3.004e-02 |           95.9269 ‖
‖        72 |  61612 |               1713 |   3.000e-02 |           95.9268 ‖
‖        73 |  62627 |               1722 |   2.996e-02 |           95.9270 ‖
‖        74 |  63639 |               1730 |   2.994e-02 |           95.9270 ‖
‖        75 |  64657 |               1736 |   2.991e-02 |           95.9271 ‖
‖        76 |  65653 |               1763 |   2.987e-02 |           95.9271 ‖
‖        77 |  66654 |               1782 |   2.985e-02 |           95.9271 ‖
‖        78 |  67650 |               1810 |   2.983e-02 |           95.9099 ‖
‖        79 |  68623 |               1859 |   2.981e-02 |           95.8620 ‖
‖        80 |  69594 |               1905 |   2.980e-02 |           95.8436 ‖
‖        81 |  70531 |               1988 |   2.978e-02 |           95.8367 ‖
‖        82 |  71416 |               2111 |   2.975e-02 |           95.8339 ‖
‖        83 |  72348 |               2186 |   2.975e-02 |           95.8330 ‖
‖        84 |  73300 |               2248 |   2.975e-02 |           95.8330 ‖
‖        85 |  74270 |               2292 |   2.970e-02 |           95.8330 ‖
‖        86 |  75255 |               2325 |   2.968e-02 |           95.8332 ‖
‖        87 |  76256 |               2345 |   2.964e-02 |           95.8330 ‖
‖        88 |  77260 |               2358 |   2.960e-02 |           95.8298 ‖
‖        89 |  78273 |               2367 |   2.955e-02 |           95.8298 ‖
‖        90 |  79278 |               2386 |   2.952e-02 |           95.8297 ‖
‖        91 |  80184 |               2499 |   2.949e-02 |           95.8279 ‖
‖        92 |  80857 |               2823 |   2.949e-02 |           95.8275 ‖
‖        93 |  81365 |               3296 |   2.950e-02 |           95.8275 ‖
‖        94 |  81875 |               3737 |   2.950e-02 |           95.8275 ‖
‖        95 |  82589 |               4006 |   2.952e-02 |           95.8282 ‖
‖        96 |  83400 |               4186 |   2.954e-02 |           95.8260 ‖
‖        97 |  84299 |               4293 |   2.953e-02 |           95.8258 ‖
‖        98 |  85260 |               4342 |   2.951e-02 |           95.8257 ‖
‖        99 |  86254 |               4365 |   2.952e-02 |           95.8247 ‖
‖       100 |  87266 |               4376 |   2.950e-02 |           95.8244 ‖
‖       101 |  88263 |               4398 |   2.950e-02 |           95.8244 ‖
‖       102 |  89266 |               4418 |   2.949e-02 |           95.8192 ‖
‖       103 |  90263 |               4442 |   2.947e-02 |           95.8191 ‖
‖       104 |  91258 |               4469 |   2.946e-02 |           95.8190 ‖
‖       105 |  92252 |               4498 |   2.944e-02 |           95.8189 ‖
‖       106 |  93221 |               4545 |   2.943e-02 |           95.8189 ‖
‖       107 |  94185 |               4602 |   2.941e-02 |           95.8190 ‖
‖       108 |  95171 |               4632 |   2.941e-02 |           95.8189 ‖
‖       109 |  96131 |               4695 |   2.940e-02 |           95.8187 ‖
‖       110 |  97133 |               4706 |   2.941e-02 |           95.8187 ‖
‖       111 |  98149 |               4713 |   2.941e-02 |           95.8186 ‖
‖       112 |  99151 |               4734 |   2.939e-02 |           95.8188 ‖
‖       113 | 100164 |               4741 |   2.939e-02 |           95.8187 ‖
‖       114 | 101181 |               4748 |   2.937e-02 |           95.8185 ‖
‖       115 | 102189 |               4764 |   2.934e-02 |           95.8185 ‖
‖       116 | 103171 |               4804 |   2.932e-02 |           95.8184 ‖
‖       117 | 104148 |               4848 |   2.929e-02 |           95.8185 ‖
‖       118 | 105112 |               4906 |   2.927e-02 |           95.8184 ‖
‖       119 | 106056 |               4976 |   2.925e-02 |           95.8183 ‖
‖       120 | 107002 |               5036 |   2.925e-02 |           95.8183 ‖
‖       121 | 107964 |               5096 |   2.925e-02 |           95.8182 ‖
‖       122 | 108907 |               5166 |   2.924e-02 |           95.8182 ‖
‖       123 | 109781 |               5311 |   2.922e-02 |           95.8182 ‖
‖       124 | 110576 |               5529 |   2.920e-02 |           95.8181 ‖
‖       125 | 111362 |               5753 |   2.918e-02 |           95.8181 ‖
‖       126 | 112243 |               5871 |   2.916e-02 |           95.8181 ‖
‖       127 | 113103 |               6023 |   2.916e-02 |           95.8181 ‖
‖       128 | 113910 |               6219 |   2.915e-02 |           95.8181 ‖
‖       129 | 114557 |               6564 |   2.915e-02 |           95.8018 ‖
‖       130 | 115138 |               6968 |   2.916e-02 |           95.8017 ‖
‖       131 | 115880 |               7210 |   2.916e-02 |           95.8015 ‖
‖       132 | 116438 |               7644 |   2.914e-02 |           95.4038 ‖
‖       133 | 117040 |               8033 |   2.912e-02 |           95.0130 ‖
‖       134 | 117829 |               8223 |   2.911e-02 |           94.9674 ‖
‖       135 | 118629 |               8432 |   2.908e-02 |           94.7671 ‖
‖       136 | 119380 |               8697 |   2.904e-02 |           94.3755 ‖
‖       137 | 120295 |               8785 |   2.900e-02 |           94.2880 ‖
‖       138 | 121161 |               8939 |   2.895e-02 |           94.0336 ‖
‖       139 | 122125 |               8997 |   2.890e-02 |           93.9298 ‖
‖       140 | 123039 |               9103 |   2.885e-02 |           93.7555 ‖
‖       141 | 124051 |               9112 |   2.879e-02 |           93.7416 ‖
‖       142 | 124950 |               9231 |   2.873e-02 |           93.5411 ‖
‖       143 | 125891 |               9310 |   2.867e-02 |           93.4102 ‖
‖       144 | 126811 |               9410 |   2.861e-02 |           93.2249 ‖
‖       145 | 127734 |               9500 |   2.856e-02 |           93.0856 ‖
‖       146 | 128690 |               9565 |   2.850e-02 |           92.9949 ‖
‖       147 | 129674 |               9602 |   2.844e-02 |           92.9687 ‖
‖       148 | 130624 |               9669 |   2.840e-02 |           92.9196 ‖
‖       149 | 131561 |               9748 |   2.834e-02 |           92.9195 ‖
‖       150 | 132461 |               9858 |   2.829e-02 |           92.9195 ‖
‖       151 | 133334 |               9987 |   2.824e-02 |           92.9196 ‖
‖       152 | 134147 |              10179 |   2.820e-02 |           92.9195 ‖
‖       153 | 135024 |              10314 |   2.816e-02 |           92.9196 ‖
‖       154 | 135844 |              10497 |   2.813e-02 |           92.9196 ‖
‖       155 | 136413 |              10928 |   2.810e-02 |           92.7097 ‖
‖       156 | 136945 |              11367 |   2.810e-02 |           92.7097 ‖
‖       157 | 137318 |              11968 |   2.811e-02 |           92.6310 ‖
‖       158 | 137675 |              12584 |   2.812e-02 |           92.4621 ‖
‖       159 | 138162 |              13065 |   2.812e-02 |           92.3747 ‖
‖       160 | 138702 |              13504 |   2.812e-02 |           92.2193 ‖
‖       161 | 139366 |              13829 |   2.811e-02 |           92.1070 ‖
‖       162 | 140001 |              14165 |   2.812e-02 |           91.9232 ‖
‖       163 | 140767 |              14391 |   2.811e-02 |           91.7972 ‖
‖       164 | 141564 |              14595 |   2.810e-02 |           91.7218 ‖
‖       165 | 142424 |              14724 |   2.808e-02 |           91.6643 ‖
‖       166 | 143410 |              14752 |   2.809e-02 |           91.6374 ‖
‖       167 | 144348 |              14834 |   2.809e-02 |           91.5184 ‖
‖       168 | 145292 |              14906 |   2.809e-02 |           91.4694 ‖
‖       169 | 146281 |              14937 |   2.809e-02 |           91.4214 ‖
‖       170 | 147274 |              14967 |   2.809e-02 |           91.3740 ‖
‖       171 | 148227 |              15035 |   2.809e-02 |           91.3735 ‖
‖       172 | 149147 |              15137 |   2.807e-02 |           91.3677 ‖
‖       173 | 150108 |              15193 |   2.807e-02 |           91.3672 ‖
‖       174 | 151099 |              15224 |   2.806e-02 |           91.3672 ‖
‖       175 | 152116 |              15230 |   2.805e-02 |           91.3672 ‖
‖       176 | 153132 |              15238 |   2.805e-02 |           91.3672 ‖
‖       177 | 154154 |              15240 |   2.803e-02 |           91.3672 ‖
‖       178 | 155170 |              15247 |   2.801e-02 |           91.3672 ‖
‖       179 | 156194 |              15247 |   2.798e-02 |           91.3671 ‖
‖       180 | 157217 |              15248 |   2.795e-02 |           91.3672 ‖
‖       181 | 158232 |              15257 |   2.791e-02 |           91.3672 ‖
‖       182 | 159252 |              15260 |   2.788e-02 |           91.3672 ‖
‖       183 | 160275 |              15261 |   2.784e-02 |           91.3671 ‖
‖       184 | 161296 |              15264 |   2.781e-02 |           91.3671 ‖
‖       185 | 162314 |              15270 |   2.778e-02 |           91.3672 ‖
‖       186 | 163319 |              15286 |   2.774e-02 |           91.3672 ‖
‖       187 | 164319 |              15307 |   2.770e-02 |           91.3671 ‖
‖       188 | 165296 |              15351 |   2.767e-02 |           91.3671 ‖
‖       189 | 166260 |              15401 |   2.764e-02 |           91.3671 ‖
‖       190 | 167200 |              15478 |   2.760e-02 |           91.3671 ‖
‖       191 | 168073 |              15615 |   2.757e-02 |           91.3671 ‖
‖       192 | 168844 |              15844 |   2.755e-02 |           91.3671 ‖
‖       193 | 169492 |              16172 |   2.753e-02 |           91.3671 ‖
‖       194 | 170065 |              16578 |   2.752e-02 |           91.3671 ‖
‖       195 | 170469 |              17145 |   2.753e-02 |           91.3671 ‖
‖       196 | 170882 |              17692 |   2.754e-02 |           91.3671 ‖
‖       197 | 171453 |              18095 |   2.756e-02 |           91.3671 ‖
‖       198 | 172176 |              18368 |   2.757e-02 |           91.3671 ‖
‖       199 | 172983 |              18562 |   2.757e-02 |           91.3671 ‖
‖       200 | 173869 |              18680 |   2.758e-02 |           91.3671 ‖
‖       201 | 174784 |              18776 |   2.758e-02 |           91.3670 ‖
‖       202 | 175701 |              18873 |   2.758e-02 |           91.3670 ‖
‖       203 | 176654 |              18930 |   2.757e-02 |           91.3670 ‖
‖       204 | 177584 |              19017 |   2.757e-02 |           91.3670 ‖
‖       205 | 178428 |              19184 |   2.756e-02 |           91.3670 ‖
‖       206 | 179254 |              19353 |   2.755e-02 |           91.3669 ‖
‖       207 | 180029 |              19565 |   2.753e-02 |           91.3238 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.105 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3916.vnnlib: unknown
--- Verification time: 20.1232 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (699/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5372.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5372.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5372.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.152e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5372.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (700/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7757.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7757.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7757.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.652e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7757.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (701/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_812.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_812.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_812.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.601e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_812.vnnlib: sat
--- Verification time: 0.0170 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (702/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5259.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5259.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5259.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.751e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5259.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (703/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1638.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1638.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1638.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.735e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1638.vnnlib: unsat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (704/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4215.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4215.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4215.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.188e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4215.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (705/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2107.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2107.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2107.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.691e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2107.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (706/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1262.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1262.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1262.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.651e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   2.493e-02 |           14.9758 ‖
‖         3 |      2 |                  1 |   2.442e-02 |           14.9758 ‖
‖         4 |      3 |                  2 |   2.368e-02 |           10.8110 ‖
‖         5 |      4 |                  4 |   2.289e-02 |            6.2135 ‖
‖         6 |      5 |                  7 |   2.178e-02 |            2.8186 ‖
‖         7 |      5 |                 12 |   2.148e-02 |            1.3370 ‖
‖         8 |      5 |                 17 |   2.088e-02 |            0.4943 ‖
‖         9 |      3 |                 24 |   1.942e-02 |            0.2346 ‖
‖        10 |      3 |                 26 |   2.097e-02 |            0.1674 ‖
‖        11 |      4 |                 28 |   2.052e-02 |            0.0945 ‖
‖        12 |      4 |                 32 |   2.026e-02 |            0.0490 ‖
‖        13 |      5 |                 35 |   1.791e-02 |            0.0114 ‖
‖        14 |      2 |                 42 |   1.934e-02 |            0.0057 ‖
‖        15 |      2 |                 44 |   1.813e-02 |            0.0023 ‖
‖        16 |      1 |                 47 |   1.843e-02 |            0.0011 ‖
‖        17 |      1 |                 48 |   1.762e-02 |            0.0000 ‖
‖        18 |      0 |                 50 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.363 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1262.vnnlib: unsat
--- Verification time: 0.3735 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (707/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5940.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5940.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5940.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.802e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.718e-02 |           99.9997 ‖
‖         3 |      4 |                  0 |   3.571e-02 |           99.9997 ‖
‖         4 |      8 |                  0 |   3.489e-02 |           99.9997 ‖
‖         5 |     15 |                  1 |   3.184e-02 |           78.4229 ‖
‖         6 |     21 |                  8 |   3.141e-02 |           57.4519 ‖
‖         7 |     25 |                 24 |   3.076e-02 |           35.3389 ‖
‖         8 |     31 |                 42 |   2.933e-02 |           20.1103 ‖
‖         9 |     34 |                 67 |   2.708e-02 |           10.5642 ‖
‖        10 |     36 |                 95 |   2.696e-02 |            5.4027 ‖
‖        11 |     30 |                132 |   2.631e-02 |            2.1518 ‖
‖        12 |     28 |                157 |   2.460e-02 |            0.9205 ‖
‖        13 |     19 |                188 |   2.528e-02 |            0.3579 ‖
‖        14 |     14 |                211 |   2.456e-02 |            0.1147 ‖
‖        15 |      9 |                227 |   2.376e-02 |            0.0383 ‖
‖        16 |      5 |                239 |   1.939e-02 |            0.0092 ‖
‖        17 |      2 |                245 |   2.230e-02 |            0.0023 ‖
‖        18 |      1 |                248 |   2.017e-02 |            0.0000 ‖
‖        19 |      0 |                250 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.492 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5940.vnnlib: unsat
--- Verification time: 0.5020 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (708/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5965.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5965.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5965.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.184e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5965.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (709/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4380.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4380.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4380.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.768e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.624e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.468e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.311e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.239e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.141e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.005e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.874e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.768e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.672e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.561e-02 |           99.9079 ‖
‖        12 |   2037 |                 10 |   4.440e-02 |           99.3714 ‖
‖        13 |   3009 |                 62 |   4.355e-02 |           97.6634 ‖
‖        14 |   4031 |                 63 |   4.312e-02 |           97.6637 ‖
‖        15 |   5053 |                 64 |   4.278e-02 |           97.6637 ‖
‖        16 |   5901 |                237 |   4.227e-02 |           95.1898 ‖
‖        17 |   6856 |                296 |   4.187e-02 |           94.4363 ‖
‖        18 |   7876 |                298 |   4.153e-02 |           94.4356 ‖
‖        19 |   8895 |                303 |   4.120e-02 |           94.3258 ‖
‖        20 |   9919 |                303 |   4.092e-02 |           94.3258 ‖
‖        21 |  10941 |                305 |   4.062e-02 |           94.2894 ‖
‖        22 |  11965 |                305 |   4.037e-02 |           94.2886 ‖
‖        23 |  12989 |                305 |   4.016e-02 |           94.2873 ‖
‖        24 |  13987 |                329 |   3.989e-02 |           94.1192 ‖
‖        25 |  14764 |                572 |   3.957e-02 |           92.4485 ‖
‖        26 |  15625 |                711 |   3.926e-02 |           91.6466 ‖
‖        27 |  16569 |                790 |   3.898e-02 |           91.0502 ‖
‖        28 |  17439 |                941 |   3.879e-02 |           89.9576 ‖
‖        29 |  18438 |                960 |   3.860e-02 |           89.8395 ‖
‖        30 |  19462 |                960 |   3.845e-02 |           89.8334 ‖
‖        31 |  20486 |                960 |   3.839e-02 |           89.8338 ‖
‖        32 |  21510 |                960 |   3.834e-02 |           89.8342 ‖
‖        33 |  22493 |               1000 |   3.823e-02 |           89.5042 ‖
‖        34 |  23468 |               1049 |   3.816e-02 |           89.0520 ‖
‖        35 |  24483 |               1055 |   3.803e-02 |           88.9998 ‖
‖        36 |  25500 |               1062 |   3.789e-02 |           88.9233 ‖
‖        37 |  26523 |               1063 |   3.782e-02 |           88.8954 ‖
‖        38 |  27547 |               1063 |   3.771e-02 |           88.8950 ‖
‖        39 |  28551 |               1080 |   3.756e-02 |           88.8340 ‖
‖        40 |  29573 |               1081 |   3.749e-02 |           88.8332 ‖
‖        41 |  30596 |               1082 |   3.741e-02 |           88.8329 ‖
‖        42 |  31611 |               1091 |   3.729e-02 |           88.8216 ‖
‖        43 |  32634 |               1092 |   3.724e-02 |           88.8160 ‖
‖        44 |  33658 |               1092 |   3.717e-02 |           88.8169 ‖
‖        45 |  34682 |               1092 |   3.706e-02 |           88.8167 ‖
‖        46 |  35706 |               1092 |   3.702e-02 |           88.8171 ‖
‖        47 |  36730 |               1092 |   3.695e-02 |           88.8172 ‖
‖        48 |  37686 |               1156 |   3.682e-02 |           88.5918 ‖
‖        49 |  38710 |               1156 |   3.676e-02 |           88.5920 ‖
‖        50 |  39734 |               1156 |   3.668e-02 |           88.5922 ‖
‖        51 |  40678 |               1231 |   3.658e-02 |           88.3249 ‖
‖        52 |  41637 |               1295 |   3.648e-02 |           88.1150 ‖
‖        53 |  42381 |               1539 |   3.638e-02 |           87.4889 ‖
‖        54 |  43304 |               1629 |   3.624e-02 |           87.3618 ‖
‖        55 |  44035 |               1912 |   3.617e-02 |           86.4823 ‖
‖        56 |  44930 |               2015 |   3.614e-02 |           86.3260 ‖
‖        57 |  45945 |               2021 |   3.607e-02 |           86.3166 ‖
‖        58 |  46810 |               2168 |   3.606e-02 |           85.8812 ‖
‖        59 |  47812 |               2185 |   3.603e-02 |           85.8280 ‖
‖        60 |  48574 |               2444 |   3.599e-02 |           84.9034 ‖
‖        61 |  49368 |               2651 |   3.598e-02 |           84.2392 ‖
‖        62 |  50369 |               2672 |   3.591e-02 |           84.1556 ‖
‖        63 |  51353 |               2710 |   3.589e-02 |           84.0195 ‖
‖        64 |  52373 |               2712 |   3.587e-02 |           84.0197 ‖
‖        65 |  53386 |               2722 |   3.581e-02 |           83.9943 ‖
‖        66 |  54407 |               2725 |   3.577e-02 |           83.9926 ‖
‖        67 |  55428 |               2728 |   3.572e-02 |           83.9928 ‖
‖        68 |  56449 |               2731 |   3.567e-02 |           83.9926 ‖
‖        69 |  57472 |               2732 |   3.567e-02 |           83.9923 ‖
‖        70 |  58494 |               2734 |   3.566e-02 |           83.9923 ‖
‖        71 |  59515 |               2737 |   3.565e-02 |           83.9922 ‖
‖        72 |  60532 |               2744 |   3.566e-02 |           83.9920 ‖
‖        73 |  61554 |               2746 |   3.562e-02 |           83.9921 ‖
‖        74 |  62514 |               2808 |   3.559e-02 |           83.7792 ‖
‖        75 |  63409 |               2927 |   3.555e-02 |           83.3982 ‖
‖        76 |  64431 |               2929 |   3.551e-02 |           83.3980 ‖
‖        77 |  65317 |               3066 |   3.548e-02 |           82.8951 ‖
‖        78 |  66161 |               3239 |   3.546e-02 |           82.2531 ‖
‖        79 |  67108 |               3302 |   3.541e-02 |           82.1901 ‖
‖        80 |  68029 |               3402 |   3.537e-02 |           82.0478 ‖
‖        81 |  68934 |               3507 |   3.535e-02 |           81.8673 ‖
‖        82 |  69947 |               3517 |   3.531e-02 |           81.8674 ‖
‖        83 |  70962 |               3526 |   3.526e-02 |           81.8633 ‖
‖        84 |  71933 |               3578 |   3.524e-02 |           81.6848 ‖
‖        85 |  72913 |               3611 |   3.520e-02 |           81.6486 ‖
‖        86 |  73912 |               3636 |   3.517e-02 |           81.5314 ‖
‖        87 |  74867 |               3703 |   3.517e-02 |           81.2706 ‖
‖        88 |  75875 |               3719 |   3.515e-02 |           81.2160 ‖
‖        89 |  76899 |               3719 |   3.510e-02 |           81.2159 ‖
‖        90 |  77908 |               3734 |   3.510e-02 |           81.1558 ‖
‖        91 |  78911 |               3752 |   3.507e-02 |           81.1229 ‖
‖        92 |  79922 |               3764 |   3.502e-02 |           81.1008 ‖
‖        93 |  80935 |               3773 |   3.500e-02 |           81.0887 ‖
‖        94 |  81952 |               3778 |   3.496e-02 |           81.0888 ‖
‖        95 |  82976 |               3778 |   3.494e-02 |           81.0891 ‖
‖        96 |  83997 |               3781 |   3.494e-02 |           81.0895 ‖
‖        97 |  85015 |               3786 |   3.491e-02 |           81.0897 ‖
‖        98 |  86034 |               3791 |   3.487e-02 |           81.0898 ‖
‖        99 |  87054 |               3795 |   3.487e-02 |           81.0901 ‖
‖       100 |  88076 |               3797 |   3.486e-02 |           81.0903 ‖
‖       101 |  89081 |               3816 |   3.483e-02 |           81.0875 ‖
‖       102 |  90093 |               3827 |   3.482e-02 |           81.0525 ‖
‖       103 |  91102 |               3842 |   3.478e-02 |           81.0524 ‖
‖       104 |  92104 |               3863 |   3.476e-02 |           81.0039 ‖
‖       105 |  93116 |               3875 |   3.476e-02 |           80.9542 ‖
‖       106 |  94135 |               3878 |   3.474e-02 |           80.9496 ‖
‖       107 |  95154 |               3883 |   3.471e-02 |           80.9496 ‖
‖       108 |  96164 |               3896 |   3.472e-02 |           80.9355 ‖
‖       109 |  97165 |               3917 |   3.470e-02 |           80.9326 ‖
‖       110 |  98187 |               3919 |   3.466e-02 |           80.9308 ‖
‖       111 |  99181 |               3948 |   3.465e-02 |           80.9184 ‖
‖       112 | 100162 |               3988 |   3.463e-02 |           80.9038 ‖
‖       113 | 101177 |               3996 |   3.459e-02 |           80.9033 ‖
‖       114 | 102180 |               4017 |   3.460e-02 |           80.8934 ‖
‖       115 | 103154 |               4066 |   3.460e-02 |           80.8921 ‖
‖       116 | 104132 |               4110 |   3.458e-02 |           80.8904 ‖
‖       117 | 105099 |               4166 |   3.461e-02 |           80.8784 ‖
‖       118 | 105989 |               4294 |   3.461e-02 |           80.7678 ‖
‖       119 | 106947 |               4358 |   3.459e-02 |           80.7083 ‖
‖       120 | 107910 |               4409 |   3.457e-02 |           80.6992 ‖
‖       121 | 108863 |               4473 |   3.454e-02 |           80.6939 ‖
‖       122 | 109850 |               4509 |   3.452e-02 |           80.6919 ‖
‖       123 | 110816 |               4567 |   3.452e-02 |           80.6895 ‖
‖       124 | 111789 |               4615 |   3.451e-02 |           80.6884 ‖
‖       125 | 112803 |               4624 |   3.449e-02 |           80.6883 ‖
‖       126 | 113814 |               4637 |   3.450e-02 |           80.6881 ‖
‖       127 | 114729 |               4743 |   3.451e-02 |           80.5460 ‖
‖       128 | 115695 |               4800 |   3.450e-02 |           80.4430 ‖
‖       129 | 116681 |               4837 |   3.449e-02 |           80.3850 ‖
‖       130 | 117665 |               4865 |   3.448e-02 |           80.3661 ‖
‖       131 | 118667 |               4887 |   3.446e-02 |           80.3243 ‖
‖       132 | 119664 |               4913 |   3.445e-02 |           80.2767 ‖
‖       133 | 120604 |               4995 |   3.443e-02 |           80.1461 ‖
‖       134 | 121621 |               5001 |   3.440e-02 |           80.1379 ‖
‖       135 | 122607 |               5033 |   3.438e-02 |           80.1065 ‖
‖       136 | 123621 |               5040 |   3.434e-02 |           80.1010 ‖
‖       137 | 124634 |               5050 |   3.430e-02 |           80.0980 ‖
‖       138 | 125575 |               5129 |   3.427e-02 |           80.0202 ‖
‖       139 | 126499 |               5218 |   3.423e-02 |           80.0011 ‖
‖       140 | 127235 |               5492 |   3.420e-02 |           79.6648 ‖
‖       141 | 128046 |               5687 |   3.419e-02 |           79.4571 ‖
‖       142 | 128965 |               5783 |   3.417e-02 |           79.3908 ‖
‖       143 | 129949 |               5817 |   3.416e-02 |           79.3793 ‖
‖       144 | 130954 |               5833 |   3.415e-02 |           79.3440 ‖
‖       145 | 131951 |               5852 |   3.413e-02 |           79.3249 ‖
‖       146 | 132943 |               5879 |   3.411e-02 |           79.3056 ‖
‖       147 | 133822 |               6017 |   3.410e-02 |           79.0978 ‖
‖       148 | 134814 |               6037 |   3.410e-02 |           79.0977 ‖
‖       149 | 135795 |               6079 |   3.410e-02 |           79.0430 ‖
‖       150 | 136789 |               6106 |   3.409e-02 |           79.0059 ‖
‖       151 | 137800 |               6117 |   3.409e-02 |           79.0058 ‖
‖       152 | 138780 |               6155 |   3.409e-02 |           78.9520 ‖
‖       153 | 139456 |               6498 |   3.407e-02 |           78.4072 ‖
‖       154 | 140386 |               6551 |   3.407e-02 |           78.3965 ‖
‖       155 | 141126 |               6827 |   3.406e-02 |           77.8999 ‖
‖       156 | 141938 |               7024 |   3.405e-02 |           77.6376 ‖
‖       157 | 142948 |               7037 |   3.404e-02 |           77.6375 ‖
‖       158 | 143960 |               7049 |   3.402e-02 |           77.6313 ‖
‖       159 | 144871 |               7155 |   3.400e-02 |           77.5073 ‖
‖       160 | 145863 |               7186 |   3.399e-02 |           77.5042 ‖
‖       161 | 146763 |               7309 |   3.398e-02 |           77.3221 ‖
‖       162 | 147680 |               7396 |   3.397e-02 |           77.2733 ‖
‖       163 | 148599 |               7495 |   3.396e-02 |           77.2731 ‖
‖       164 | 149559 |               7559 |   3.395e-02 |           77.2731 ‖
‖       165 | 150549 |               7593 |   3.395e-02 |           77.2730 ‖
‖       166 | 151521 |               7643 |   3.394e-02 |           77.2714 ‖
‖       167 | 152489 |               7699 |   3.393e-02 |           77.2150 ‖
‖       168 | 153469 |               7742 |   3.392e-02 |           77.1774 ‖
‖       169 | 154460 |               7775 |   3.390e-02 |           77.1774 ‖
‖       170 | 155461 |               7797 |   3.390e-02 |           77.1519 ‖
‖       171 | 156480 |               7801 |   3.389e-02 |           77.1488 ‖
‖       172 | 157444 |               7859 |   3.388e-02 |           77.1475 ‖
‖       173 | 158430 |               7894 |   3.386e-02 |           77.1416 ‖
‖       174 | 159407 |               7936 |   3.385e-02 |           77.1345 ‖
‖       175 | 160343 |               8023 |   3.385e-02 |           77.1344 ‖
‖       176 | 161349 |               8037 |   3.384e-02 |           77.1344 ‖
‖       177 | 162372 |               8038 |   3.384e-02 |           77.1316 ‖
‖       178 | 163324 |               8107 |   3.383e-02 |           77.1300 ‖
‖       179 | 164348 |               8107 |   3.383e-02 |           77.1292 ‖
‖       180 | 165370 |               8109 |   3.384e-02 |           77.1292 ‖
‖       181 | 166365 |               8138 |   3.383e-02 |           77.1292 ‖
‖       182 | 167364 |               8161 |   3.384e-02 |           77.1283 ‖
‖       183 | 168373 |               8175 |   3.384e-02 |           77.1270 ‖
‖       184 | 169361 |               8211 |   3.383e-02 |           77.1269 ‖
‖       185 | 170357 |               8237 |   3.383e-02 |           77.1269 ‖
‖       186 | 171346 |               8271 |   3.383e-02 |           77.1269 ‖
‖       187 | 172353 |               8288 |   3.381e-02 |           77.1269 ‖
‖       188 | 173372 |               8293 |   3.382e-02 |           77.1269 ‖
‖       189 | 174362 |               8327 |   3.382e-02 |           77.1269 ‖
‖       190 | 175302 |               8408 |   3.381e-02 |           77.1268 ‖
‖       191 | 176250 |               8479 |   3.380e-02 |           77.1268 ‖
‖       192 | 177230 |               8522 |   3.380e-02 |           77.1267 ‖
‖       193 | 178217 |               8558 |   3.379e-02 |           77.1267 ‖
‖       194 | 179112 |               8683 |   3.378e-02 |           77.0032 ‖
‖       195 | 180041 |               8775 |   3.377e-02 |           76.8853 ‖
‖       196 | 181017 |               8817 |   3.376e-02 |           76.8782 ‖
‖       197 | 181827 |               9029 |   3.375e-02 |           76.5079 ‖
‖       198 | 182653 |               9192 |   3.374e-02 |           76.3999 ‖
‖       199 | 183653 |               9216 |   3.372e-02 |           76.3998 ‖
‖       200 | 184641 |               9252 |   3.372e-02 |           76.3998 ‖
‖       201 | 185607 |               9305 |   3.371e-02 |           76.3925 ‖
‖       202 | 186604 |               9331 |   3.370e-02 |           76.3432 ‖
‖       203 | 187376 |               9582 |   3.369e-02 |           75.9200 ‖
‖       204 | 188256 |               9703 |   3.368e-02 |           75.8006 ‖
‖       205 | 189083 |               9889 |   3.367e-02 |           75.4998 ‖
‖       206 | 189644 |              10312 |   3.366e-02 |           74.9355 ‖
‖       207 | 190440 |              10513 |   3.365e-02 |           74.8198 ‖
‖       208 | 191175 |              10769 |   3.363e-02 |           74.6880 ‖
‖       209 | 191959 |              10975 |   3.363e-02 |           74.5550 ‖
‖       210 | 192949 |              11004 |   3.361e-02 |           74.5551 ‖
‖       211 | 193891 |              11081 |   3.360e-02 |           74.5335 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.065 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4380.vnnlib: unknown
--- Verification time: 20.0793 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (710/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_522.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_522.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_522.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.340e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_522.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (711/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1871.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1871.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1871.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.238e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1871.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (712/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6431.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6431.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6431.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.030e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.873e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.719e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.640e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.517e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.367e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.233e-02 |          100.0001 ‖
‖         8 |    124 |                  4 |   4.122e-02 |           95.9739 ‖
‖         9 |    237 |                 15 |   4.043e-02 |           90.4765 ‖
‖        10 |    442 |                 47 |   3.957e-02 |           84.6202 ‖
‖        11 |    809 |                118 |   3.896e-02 |           77.7321 ‖
‖        12 |   1384 |                346 |   3.770e-02 |           64.8612 ‖
‖        13 |   1964 |                755 |   3.701e-02 |           54.5465 ‖
‖        14 |   2658 |               1052 |   3.654e-02 |           49.2733 ‖
‖        15 |   3336 |               1369 |   3.615e-02 |           45.3024 ‖
‖        16 |   4123 |               1585 |   3.586e-02 |           43.5461 ‖
‖        17 |   4820 |               1898 |   3.549e-02 |           39.7896 ‖
‖        18 |   5726 |               1995 |   3.519e-02 |           38.9519 ‖
‖        19 |   6322 |               2409 |   3.482e-02 |           36.2680 ‖
‖        20 |   7061 |               2670 |   3.447e-02 |           34.8365 ‖
‖        21 |   7886 |               2851 |   3.419e-02 |           33.8843 ‖
‖        22 |   8762 |               2992 |   3.392e-02 |           32.9057 ‖
‖        23 |   9678 |               3086 |   3.368e-02 |           32.8240 ‖
‖        24 |  10211 |               3557 |   3.340e-02 |           30.4784 ‖
‖        25 |  10935 |               3819 |   3.320e-02 |           29.7239 ‖
‖        26 |  11715 |               4046 |   3.299e-02 |           29.0587 ‖
‖        27 |  12355 |               4400 |   3.286e-02 |           28.5529 ‖
‖        28 |  13002 |               4731 |   3.273e-02 |           28.5042 ‖
‖        29 |  13009 |               5688 |   3.262e-02 |           26.9223 ‖
‖        30 |  13301 |               6352 |   3.265e-02 |           26.8568 ‖
‖        31 |  13480 |               7149 |   3.259e-02 |           25.8568 ‖
‖        32 |  13903 |               7675 |   3.259e-02 |           25.6775 ‖
‖        33 |  14343 |               8187 |   3.252e-02 |           25.3428 ‖
‖        34 |  14779 |               8711 |   3.247e-02 |           24.6129 ‖
‖        35 |  15289 |               9182 |   3.239e-02 |           24.5711 ‖
‖        36 |  15584 |               9830 |   3.232e-02 |           23.8800 ‖
‖        37 |  15910 |              10463 |   3.229e-02 |           23.1275 ‖
‖        38 |  16223 |              11082 |   3.221e-02 |           23.0613 ‖
‖        39 |  16551 |              11697 |   3.221e-02 |           22.8774 ‖
‖        40 |  16945 |              12262 |   3.221e-02 |           22.8196 ‖
‖        41 |  17036 |              13094 |   3.217e-02 |           22.6137 ‖
‖        42 |  16938 |              14101 |   3.217e-02 |           21.0697 ‖
‖        43 |  17035 |              14903 |   3.214e-02 |           20.9108 ‖
‖        44 |  17197 |              15687 |   3.212e-02 |           20.3863 ‖
‖        45 |  17314 |              16489 |   3.214e-02 |           20.3467 ‖
‖        46 |  17264 |              17471 |   3.216e-02 |           19.7342 ‖
‖        47 |  17490 |              18190 |   3.217e-02 |           19.5307 ‖
‖        48 |  17518 |              19089 |   3.220e-02 |           19.4556 ‖
‖        49 |  17510 |              20062 |   3.224e-02 |           18.9142 ‖
‖        50 |  17411 |              21082 |   3.231e-02 |           18.5836 ‖
‖        51 |  17663 |              21778 |   3.231e-02 |           18.3371 ‖
‖        52 |  17990 |              22397 |   3.229e-02 |           18.2760 ‖
‖        53 |  17911 |              23385 |   3.228e-02 |           17.7512 ‖
‖        54 |  18239 |              24005 |   3.229e-02 |           17.5997 ‖
‖        55 |  18591 |              24596 |   3.223e-02 |           17.5554 ‖
‖        56 |  18536 |              25546 |   3.218e-02 |           16.9726 ‖
‖        57 |  18659 |              26337 |   3.216e-02 |           16.7643 ‖
‖        58 |  18778 |              27155 |   3.212e-02 |           16.5889 ‖
‖        59 |  18778 |              28051 |   3.209e-02 |           16.3865 ‖
‖        60 |  18822 |              28907 |   3.206e-02 |           16.3681 ‖
‖        61 |  18788 |              29833 |   3.206e-02 |           15.8571 ‖
‖        62 |  18868 |              30676 |   3.206e-02 |           15.7119 ‖
‖        63 |  18997 |              31459 |   3.206e-02 |           15.6191 ‖
‖        64 |  18885 |              32473 |   3.205e-02 |           15.4520 ‖
‖        65 |  18762 |              33494 |   3.203e-02 |           14.8650 ‖
‖        66 |  18774 |              34396 |   3.203e-02 |           14.5227 ‖
‖        67 |  18790 |              35295 |   3.203e-02 |           13.9516 ‖
‖        68 |  18688 |              36302 |   3.201e-02 |           13.8110 ‖
‖        69 |  18592 |              37263 |   3.202e-02 |           13.7216 ‖
‖        70 |  18692 |              38076 |   3.202e-02 |           13.5653 ‖
‖        71 |  18709 |              38970 |   3.202e-02 |           13.4096 ‖
‖        72 |  18873 |              39713 |   3.201e-02 |           13.2949 ‖
‖        73 |  18931 |              40581 |   3.199e-02 |           13.1638 ‖
‖        74 |  18594 |              41816 |   3.197e-02 |           12.3066 ‖
‖        75 |  18389 |              42951 |   3.196e-02 |           12.0141 ‖
‖        76 |  18182 |              44076 |   3.197e-02 |           11.5606 ‖
‖        77 |  18059 |              45110 |   3.197e-02 |           11.4581 ‖
‖        78 |  17962 |              46090 |   3.198e-02 |           11.1917 ‖
‖        79 |  17885 |              47080 |   3.194e-02 |           10.6251 ‖
‖        80 |  17919 |              47957 |   3.190e-02 |           10.4932 ‖
‖        81 |  17938 |              48841 |   3.188e-02 |           10.3669 ‖
‖        82 |  17875 |              49821 |   3.185e-02 |            9.9605 ‖
‖        83 |  17789 |              50855 |   3.180e-02 |            9.5817 ‖
‖        84 |  17652 |              51888 |   3.179e-02 |            9.3446 ‖
‖        85 |  17491 |              52968 |   3.173e-02 |            9.2093 ‖
‖        86 |  17298 |              54041 |   3.172e-02 |            9.1435 ‖
‖        87 |  17010 |              55210 |   3.171e-02 |            8.9509 ‖
‖        88 |  17028 |              56106 |   3.168e-02 |            8.6512 ‖
‖        89 |  16880 |              57148 |   3.167e-02 |            8.5621 ‖
‖        90 |  16673 |              58241 |   3.166e-02 |            8.5247 ‖
‖        91 |  16307 |              59464 |   3.164e-02 |            8.2584 ‖
‖        92 |  16051 |              60643 |   3.160e-02 |            8.0481 ‖
‖        93 |  15811 |              61742 |   3.160e-02 |            7.9030 ‖
‖        94 |  15520 |              62924 |   3.157e-02 |            7.7631 ‖
‖        95 |  15157 |              64172 |   3.158e-02 |            7.7397 ‖
‖        96 |  14826 |              65367 |   3.158e-02 |            7.6259 ‖
‖        97 |  14588 |              66499 |   3.156e-02 |            7.3750 ‖
‖        98 |  14426 |              67564 |   3.153e-02 |            7.1675 ‖
‖        99 |  14471 |              68434 |   3.148e-02 |            6.9777 ‖
‖       100 |  14273 |              69512 |   3.148e-02 |            6.8077 ‖
‖       101 |  13840 |              70821 |   3.145e-02 |            6.3663 ‖
‖       102 |  13423 |              72120 |   3.140e-02 |            5.8901 ‖
‖       103 |  13125 |              73299 |   3.137e-02 |            5.4403 ‖
‖       104 |  12693 |              74606 |   3.137e-02 |            5.2031 ‖
‖       105 |  12290 |              75908 |   3.135e-02 |            5.0143 ‖
‖       106 |  11972 |              77116 |   3.129e-02 |            4.8461 ‖
‖       107 |  11679 |              78300 |   3.123e-02 |            4.7010 ‖
‖       108 |  11420 |              79452 |   3.118e-02 |            4.5764 ‖
‖       109 |  11230 |              80522 |   3.114e-02 |            4.4885 ‖
‖       110 |  10779 |              81814 |   3.108e-02 |            4.1052 ‖
‖       111 |  10379 |              83135 |   3.095e-02 |            3.7822 ‖
‖       112 |   9919 |              84454 |   3.090e-02 |            3.6418 ‖
‖       113 |   9418 |              85811 |   3.085e-02 |            3.2080 ‖
‖       114 |   9029 |              87106 |   3.072e-02 |            2.9961 ‖
‖       115 |   8655 |              88367 |   3.064e-02 |            2.9078 ‖
‖       116 |   8118 |              89738 |   3.060e-02 |            2.6608 ‖
‖       117 |   7634 |              91116 |   3.046e-02 |            2.3529 ‖
‖       118 |   7146 |              92488 |   3.036e-02 |            2.1193 ‖
‖       119 |   6656 |              93857 |   3.024e-02 |            1.9694 ‖
‖       120 |   6270 |              95124 |   3.008e-02 |            1.7394 ‖
‖       121 |   5917 |              96360 |   2.999e-02 |            1.5713 ‖
‖       122 |   5451 |              97674 |   2.997e-02 |            1.4517 ‖
‖       123 |   4952 |              99049 |   2.980e-02 |            1.2871 ‖
‖       124 |   4385 |             100445 |   2.983e-02 |            1.1779 ‖
‖       125 |   3728 |             101945 |   2.971e-02 |            1.0013 ‖
‖       126 |   3191 |             103365 |   2.948e-02 |            0.8228 ‖
‖       127 |   2703 |             104715 |   2.918e-02 |            0.6722 ‖
‖       128 |   2066 |             106203 |   2.856e-02 |            0.3957 ‖
‖       129 |   1372 |             107721 |   2.798e-02 |            0.2527 ‖
‖       130 |    745 |             109146 |   2.804e-02 |            0.1670 ‖
‖       131 |    204 |             110237 |   2.796e-02 |            0.0239 ‖
‖       132 |     38 |             110536 |   2.557e-02 |            0.0017 ‖
‖       133 |      1 |             110593 |   2.698e-02 |            0.0000 ‖
‖       134 |      0 |             110594 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 12.157 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6431.vnnlib: unsat
--- Verification time: 12.1673 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (713/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3686.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3686.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3686.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.160e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3686.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (714/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6912.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6912.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6912.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.664e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6912.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (715/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5773.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5773.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5773.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.691e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5773.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (716/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5200.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5200.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5200.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.010e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.857e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   2.781e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   2.713e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   2.637e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.589e-02 |          100.0002 ‖
‖         7 |     64 |                  0 |   2.519e-02 |           99.0079 ‖
‖         8 |    123 |                  5 |   2.428e-02 |           94.0167 ‖
‖         9 |    230 |                 19 |   2.375e-02 |           87.3869 ‖
‖        10 |    422 |                 52 |   2.338e-02 |           80.9287 ‖
‖        11 |    777 |                115 |   2.286e-02 |           73.3116 ‖
‖        12 |   1429 |                227 |   2.241e-02 |           67.9714 ‖
‖        13 |   2235 |                432 |   2.203e-02 |           62.2047 ‖
‖        14 |   3118 |                560 |   2.185e-02 |           60.5378 ‖
‖        15 |   3905 |                790 |   2.156e-02 |           56.9971 ‖
‖        16 |   4856 |                831 |   2.142e-02 |           56.9562 ‖
‖        17 |   5760 |                938 |   2.125e-02 |           56.4319 ‖
‖        18 |   6758 |                951 |   2.111e-02 |           56.4442 ‖
‖        19 |   7776 |                954 |   2.095e-02 |           56.4217 ‖
‖        20 |   8371 |               1376 |   2.071e-02 |           53.3672 ‖
‖        21 |   9182 |               1551 |   2.053e-02 |           52.5355 ‖
‖        22 |  10146 |               1610 |   2.034e-02 |           51.9930 ‖
‖        23 |  11168 |               1612 |   2.019e-02 |           51.9423 ‖
‖        24 |  12192 |               1612 |   2.002e-02 |           51.9235 ‖
‖        25 |  13142 |               1685 |   1.986e-02 |           51.4866 ‖
‖        26 |  14144 |               1696 |   1.975e-02 |           51.4446 ‖
‖        27 |  15168 |               1696 |   1.960e-02 |           51.4414 ‖
‖        28 |  16192 |               1696 |   1.949e-02 |           51.4168 ‖
‖        29 |  17216 |               1696 |   1.940e-02 |           51.4042 ‖
‖        30 |  18240 |               1696 |   1.926e-02 |           51.3916 ‖
‖        31 |  19264 |               1696 |   1.916e-02 |           51.3937 ‖
‖        32 |  20288 |               1696 |   1.906e-02 |           51.4064 ‖
‖        33 |  21312 |               1696 |   1.893e-02 |           51.4190 ‖
‖        34 |  21845 |               2167 |   1.879e-02 |           50.1017 ‖
‖        35 |  22695 |               2260 |   1.867e-02 |           50.0894 ‖
‖        36 |  23447 |               2531 |   1.853e-02 |           49.0958 ‖
‖        37 |  24396 |               2588 |   1.843e-02 |           48.9557 ‖
‖        38 |  25397 |               2611 |   1.829e-02 |           48.8500 ‖
‖        39 |  26201 |               2818 |   1.819e-02 |           48.1790 ‖
‖        40 |  27221 |               2820 |   1.810e-02 |           48.1790 ‖
‖        41 |  28204 |               2861 |   1.797e-02 |           47.9984 ‖
‖        42 |  29198 |               2891 |   1.789e-02 |           47.8805 ‖
‖        43 |  30222 |               2891 |   1.781e-02 |           47.8885 ‖
‖        44 |  31246 |               2891 |   1.768e-02 |           47.8805 ‖
‖        45 |  32265 |               2896 |   1.761e-02 |           47.8906 ‖
‖        46 |  33193 |               2989 |   1.753e-02 |           47.8906 ‖
‖        47 |  33760 |               3413 |   1.747e-02 |           47.6606 ‖
‖        48 |  34119 |               3999 |   1.750e-02 |           47.1295 ‖
‖        49 |  34792 |               4309 |   1.751e-02 |           47.1295 ‖
‖        50 |  35670 |               4436 |   1.748e-02 |           46.8877 ‖
‖        51 |  36656 |               4472 |   1.749e-02 |           46.8028 ‖
‖        52 |  37670 |               4478 |   1.747e-02 |           46.8107 ‖
‖        53 |  38694 |               4478 |   1.743e-02 |           46.8154 ‖
‖        54 |  39718 |               4478 |   1.741e-02 |           46.8065 ‖
‖        55 |  40742 |               4478 |   1.737e-02 |           46.7980 ‖
‖        56 |  41724 |               4520 |   1.732e-02 |           46.5935 ‖
‖        57 |  42741 |               4527 |   1.731e-02 |           46.5062 ‖
‖        58 |  43763 |               4528 |   1.727e-02 |           46.5014 ‖
‖        59 |  44787 |               4528 |   1.722e-02 |           46.4852 ‖
‖        60 |  45811 |               4528 |   1.720e-02 |           46.4956 ‖
‖        61 |  46834 |               4529 |   1.716e-02 |           46.5035 ‖
‖        62 |  47849 |               4538 |   1.711e-02 |           46.5082 ‖
‖        63 |  48840 |               4570 |   1.707e-02 |           46.5206 ‖
‖        64 |  49751 |               4679 |   1.702e-02 |           46.5287 ‖
‖        65 |  50560 |               4876 |   1.698e-02 |           46.5329 ‖
‖        66 |  51196 |               5238 |   1.699e-02 |           46.5342 ‖
‖        67 |  51789 |               5636 |   1.698e-02 |           46.5392 ‖
‖        68 |  52422 |               5989 |   1.696e-02 |           46.5392 ‖
‖        69 |  53029 |               6361 |   1.698e-02 |           46.5392 ‖
‖        70 |  53659 |               6711 |   1.698e-02 |           46.5392 ‖
‖        71 |  54431 |               6927 |   1.696e-02 |           46.5392 ‖
‖        72 |  55325 |               7035 |   1.694e-02 |           46.5392 ‖
‖        73 |  56304 |               7073 |   1.691e-02 |           46.5392 ‖
‖        74 |  57077 |               7312 |   1.685e-02 |           46.1980 ‖
‖        75 |  57886 |               7481 |   1.680e-02 |           46.0538 ‖
‖        76 |  58910 |               7481 |   1.675e-02 |           46.0538 ‖
‖        77 |  59934 |               7481 |   1.672e-02 |           46.0538 ‖
‖        78 |  60957 |               7482 |   1.666e-02 |           46.0538 ‖
‖        79 |  61595 |               7853 |   1.660e-02 |           45.5531 ‖
‖        80 |  62447 |               7971 |   1.655e-02 |           45.5518 ‖
‖        81 |  63166 |               8248 |   1.650e-02 |           45.4074 ‖
‖        82 |  63832 |               8569 |   1.651e-02 |           45.4074 ‖
‖        83 |  64458 |               8927 |   1.649e-02 |           45.4074 ‖
‖        84 |  65097 |               9267 |   1.646e-02 |           45.3449 ‖
‖        85 |  65783 |               9573 |   1.645e-02 |           45.3449 ‖
‖        86 |  66557 |               9801 |   1.642e-02 |           45.3449 ‖
‖        87 |  67277 |              10087 |   1.637e-02 |           45.0422 ‖
‖        88 |  68105 |              10250 |   1.636e-02 |           44.9054 ‖
‖        89 |  69086 |              10282 |   1.630e-02 |           44.9054 ‖
‖        90 |  69990 |              10392 |   1.628e-02 |           44.9054 ‖
‖        91 |  70827 |              10565 |   1.627e-02 |           44.9028 ‖
‖        92 |  71493 |              10884 |   1.623e-02 |           44.9007 ‖
‖        93 |  72083 |              11283 |   1.620e-02 |           44.6874 ‖
‖        94 |  72812 |              11556 |   1.618e-02 |           44.6752 ‖
‖        95 |  73567 |              11799 |   1.614e-02 |           44.6734 ‖
‖        96 |  74212 |              12158 |   1.613e-02 |           44.4001 ‖
‖        97 |  74971 |              12392 |   1.613e-02 |           44.3976 ‖
‖        98 |  75682 |              12686 |   1.608e-02 |           44.3976 ‖
‖        99 |  76379 |              12981 |   1.609e-02 |           44.3972 ‖
‖       100 |  77092 |              13258 |   1.609e-02 |           44.3972 ‖
‖       101 |  77719 |              13624 |   1.605e-02 |           44.3972 ‖
‖       102 |  78284 |              14042 |   1.604e-02 |           44.3972 ‖
‖       103 |  78766 |              14521 |   1.605e-02 |           44.3972 ‖
‖       104 |  79382 |              14884 |   1.602e-02 |           44.3972 ‖
‖       105 |  79977 |              15273 |   1.603e-02 |           44.3972 ‖
‖       106 |  80339 |              15850 |   1.606e-02 |           44.3924 ‖
‖       107 |  80764 |              16388 |   1.605e-02 |           44.3958 ‖
‖       108 |  81292 |              16808 |   1.606e-02 |           44.3834 ‖
‖       109 |  81728 |              17350 |   1.606e-02 |           44.3752 ‖
‖       110 |  82050 |              17945 |   1.605e-02 |           44.2566 ‖
‖       111 |  82556 |              18381 |   1.604e-02 |           44.2229 ‖
‖       112 |  83339 |              18557 |   1.604e-02 |           44.1726 ‖
‖       113 |  83937 |              18943 |   1.604e-02 |           43.6634 ‖
‖       114 |  84891 |              19003 |   1.605e-02 |           43.6516 ‖
‖       115 |  85867 |              19045 |   1.606e-02 |           43.6393 ‖
‖       116 |  86736 |              19191 |   1.605e-02 |           43.6185 ‖
‖       117 |  87507 |              19417 |   1.604e-02 |           43.3514 ‖
‖       118 |  88516 |              19430 |   1.603e-02 |           43.3514 ‖
‖       119 |  89436 |              19534 |   1.601e-02 |           43.1695 ‖
‖       120 |  90339 |              19651 |   1.601e-02 |           42.9416 ‖
‖       121 |  91350 |              19661 |   1.601e-02 |           42.9416 ‖
‖       122 |  92367 |              19665 |   1.600e-02 |           42.9416 ‖
‖       123 |  93378 |              19676 |   1.600e-02 |           42.9416 ‖
‖       124 |  94378 |              19700 |   1.598e-02 |           42.9416 ‖
‖       125 |  95370 |              19729 |   1.597e-02 |           42.9416 ‖
‖       126 |  96327 |              19789 |   1.595e-02 |           42.9416 ‖
‖       127 |  97243 |              19888 |   1.593e-02 |           42.9416 ‖
‖       128 |  98106 |              20035 |   1.591e-02 |           42.9438 ‖
‖       129 |  98801 |              20342 |   1.591e-02 |           42.9557 ‖
‖       130 |  99362 |              20768 |   1.591e-02 |           42.9626 ‖
‖       131 |  99918 |              21187 |   1.591e-02 |           42.9676 ‖
‖       132 | 100697 |              21401 |   1.591e-02 |           42.9786 ‖
‖       133 | 101606 |              21502 |   1.590e-02 |           42.9796 ‖
‖       134 | 102500 |              21628 |   1.589e-02 |           42.7983 ‖
‖       135 | 103430 |              21703 |   1.587e-02 |           42.7405 ‖
‖       136 | 104421 |              21733 |   1.585e-02 |           42.7405 ‖
‖       137 | 105258 |              21910 |   1.584e-02 |           42.5301 ‖
‖       138 | 106080 |              22102 |   1.584e-02 |           42.3258 ‖
‖       139 | 106898 |              22283 |   1.583e-02 |           42.3088 ‖
‖       140 | 107646 |              22531 |   1.582e-02 |           42.2917 ‖
‖       141 | 108272 |              22897 |   1.582e-02 |           42.3011 ‖
‖       142 | 108806 |              23342 |   1.581e-02 |           42.3011 ‖
‖       143 | 109302 |              23826 |   1.580e-02 |           42.1694 ‖
‖       144 | 109833 |              24255 |   1.580e-02 |           42.1527 ‖
‖       145 | 110437 |              24618 |   1.579e-02 |           42.1527 ‖
‖       146 | 111127 |              24921 |   1.579e-02 |           42.0722 ‖
‖       147 | 111852 |              25187 |   1.580e-02 |           42.0236 ‖
‖       148 | 112549 |              25476 |   1.579e-02 |           42.0206 ‖
‖       149 | 113160 |              25843 |   1.579e-02 |           42.0120 ‖
‖       150 | 113791 |              26193 |   1.579e-02 |           42.0116 ‖
‖       151 | 114362 |              26597 |   1.578e-02 |           42.0116 ‖
‖       152 | 114891 |              27042 |   1.578e-02 |           42.0095 ‖
‖       153 | 115466 |              27441 |   1.578e-02 |           42.0095 ‖
‖       154 | 115997 |              27890 |   1.576e-02 |           42.0095 ‖
‖       155 | 116500 |              28358 |   1.576e-02 |           42.0095 ‖
‖       156 | 117120 |              28705 |   1.576e-02 |           42.0095 ‖
‖       157 | 117624 |              29182 |   1.575e-02 |           42.0095 ‖
‖       158 | 118030 |              29736 |   1.575e-02 |           42.0095 ‖
‖       159 | 118615 |              30132 |   1.575e-02 |           42.0095 ‖
‖       160 | 119039 |              30689 |   1.574e-02 |           42.0095 ‖
‖       161 | 119451 |              31236 |   1.575e-02 |           42.0081 ‖
‖       162 | 119878 |              31760 |   1.574e-02 |           42.0081 ‖
‖       163 | 120463 |              32141 |   1.574e-02 |           42.0081 ‖
‖       164 | 121021 |              32561 |   1.575e-02 |           42.0081 ‖
‖       165 | 121423 |              33090 |   1.577e-02 |           42.0081 ‖
‖       166 | 122023 |              33450 |   1.578e-02 |           42.0081 ‖
‖       167 | 122849 |              33615 |   1.577e-02 |           42.0081 ‖
‖       168 | 123784 |              33689 |   1.577e-02 |           42.0081 ‖
‖       169 | 124720 |              33773 |   1.575e-02 |           42.0081 ‖
‖       170 | 125721 |              33786 |   1.574e-02 |           42.0081 ‖
‖       171 | 126738 |              33792 |   1.575e-02 |           42.0081 ‖
‖       172 | 127646 |              33902 |   1.574e-02 |           42.0081 ‖
‖       173 | 128624 |              33942 |   1.574e-02 |           42.0081 ‖
‖       174 | 129505 |              34077 |   1.572e-02 |           42.0081 ‖
‖       175 | 130229 |              34350 |   1.571e-02 |           42.0081 ‖
‖       176 | 130835 |              34733 |   1.570e-02 |           42.0081 ‖
‖       177 | 131384 |              35158 |   1.570e-02 |           42.0081 ‖
‖       178 | 132122 |              35393 |   1.570e-02 |           42.0081 ‖
‖       179 | 133054 |              35466 |   1.569e-02 |           42.0081 ‖
‖       180 | 134054 |              35486 |   1.568e-02 |           42.0081 ‖
‖       181 | 135073 |              35491 |   1.567e-02 |           42.0081 ‖
‖       182 | 136045 |              35536 |   1.564e-02 |           41.9941 ‖
‖       183 | 136811 |              35761 |   1.562e-02 |           41.8733 ‖
‖       184 | 137748 |              35840 |   1.560e-02 |           41.8733 ‖
‖       185 | 138515 |              36075 |   1.558e-02 |           41.7946 ‖
‖       186 | 139264 |              36336 |   1.557e-02 |           41.7946 ‖
‖       187 | 139918 |              36679 |   1.555e-02 |           41.7946 ‖
‖       188 | 140467 |              37117 |   1.555e-02 |           41.7946 ‖
‖       189 | 140985 |              37563 |   1.554e-02 |           41.7946 ‖
‖       190 | 141632 |              37891 |   1.553e-02 |           41.7946 ‖
‖       191 | 142427 |              38086 |   1.553e-02 |           41.7946 ‖
‖       192 | 143230 |              38275 |   1.552e-02 |           41.7946 ‖
‖       193 | 143958 |              38544 |   1.550e-02 |           41.7946 ‖
‖       194 | 144634 |              38856 |   1.549e-02 |           41.7946 ‖
‖       195 | 145320 |              39165 |   1.548e-02 |           41.7946 ‖
‖       196 | 146009 |              39467 |   1.546e-02 |           41.7946 ‖
‖       197 | 146307 |              40118 |   1.544e-02 |           41.5235 ‖
‖       198 | 146902 |              40524 |   1.543e-02 |           41.5235 ‖
‖       199 | 147265 |              41138 |   1.542e-02 |           41.5235 ‖
‖       200 | 147745 |              41636 |   1.542e-02 |           41.5235 ‖
‖       201 | 148133 |              42197 |   1.541e-02 |           41.5047 ‖
‖       202 | 148317 |              42958 |   1.541e-02 |           41.4369 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.066 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5200.vnnlib: unknown
--- Verification time: 20.0888 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (717/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_667.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_667.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_667.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.568e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_667.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (718/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1273.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1273.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1273.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.043e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1273.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (719/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6433.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6433.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6433.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.097e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6433.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (720/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6250.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6250.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6250.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.357e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6250.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (721/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_38.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_38.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_38.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.775e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_38.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (722/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5287.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5287.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5287.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.472e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5287.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (723/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1440.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1440.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1440.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.447e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1440.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (724/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1572.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1572.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1572.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.266e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1572.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (725/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3602.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3602.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3602.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.343e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.216e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.153e-02 |           99.9999 ‖
‖         4 |      7 |                  1 |   2.887e-02 |           73.3363 ‖
‖         5 |     11 |                  3 |   2.942e-02 |           58.6927 ‖
‖         6 |     16 |                  8 |   2.835e-02 |           44.8502 ‖
‖         7 |     26 |                 13 |   2.766e-02 |           37.6946 ‖
‖         8 |     36 |                 28 |   2.623e-02 |           23.2380 ‖
‖         9 |     43 |                 54 |   2.609e-02 |           13.6377 ‖
‖        10 |     45 |                 90 |   2.559e-02 |            6.8816 ‖
‖        11 |     46 |                128 |   2.535e-02 |            3.7640 ‖
‖        12 |     43 |                174 |   2.499e-02 |            1.8931 ‖
‖        13 |     37 |                220 |   2.262e-02 |            0.7047 ‖
‖        14 |     16 |                272 |   2.187e-02 |            0.1403 ‖
‖        15 |      8 |                292 |   2.275e-02 |            0.0346 ‖
‖        16 |      3 |                303 |   1.994e-02 |            0.0042 ‖
‖        17 |      0 |                308 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.451 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3602.vnnlib: unsat
--- Verification time: 0.4612 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (726/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_981.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_981.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_981.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.805e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_981.vnnlib: sat
--- Verification time: 0.0173 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (727/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5836.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5836.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5836.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.770e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.613e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.480e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.352e-02 |           87.0507 ‖
‖         5 |     10 |                  5 |   3.246e-02 |           58.5016 ‖
‖         6 |     18 |                  6 |   3.085e-02 |           49.2392 ‖
‖         7 |     24 |                 16 |   2.932e-02 |           32.7085 ‖
‖         8 |     27 |                 34 |   2.686e-02 |           16.7993 ‖
‖         9 |     16 |                 68 |   2.809e-02 |            5.0215 ‖
‖        10 |      9 |                 89 |   2.468e-02 |            1.0203 ‖
‖        11 |      4 |                100 |   2.436e-02 |            0.2256 ‖
‖        12 |      1 |                106 |   2.596e-02 |            0.0488 ‖
‖        13 |      1 |                107 |   1.945e-03 |            0.0000 ‖
‖        14 |      0 |                108 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.377 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5836.vnnlib: unsat
--- Verification time: 0.3881 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (728/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6512.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6512.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6512.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.440e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6512.vnnlib: sat
--- Verification time: 0.0183 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (729/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4910.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4910.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4910.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.338e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4910.vnnlib: sat
--- Verification time: 0.0197 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (730/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7714.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7714.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7714.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.182e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   8.031e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   7.805e-02 |          100.0000 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7714.vnnlib: sat
--- Verification time: 0.0562 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (731/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3890.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3890.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3890.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.122e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3890.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (732/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_329.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_329.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_329.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.306e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.215e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.169e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.025e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.931e-02 |           99.9881 ‖
‖         6 |     31 |                  1 |   4.858e-02 |           95.6856 ‖
‖         7 |     58 |                  5 |   4.822e-02 |           88.0825 ‖
‖         8 |    107 |                 14 |   4.726e-02 |           82.1368 ‖
‖         9 |    194 |                 34 |   4.571e-02 |           73.6238 ‖
‖        10 |    344 |                 74 |   4.420e-02 |           63.5112 ‖
‖        11 |    581 |                166 |   4.345e-02 |           53.8878 ‖
‖        12 |    977 |                331 |   4.211e-02 |           44.8917 ‖
‖        13 |   1574 |                672 |   4.081e-02 |           35.7541 ‖
‖        14 |   2084 |               1133 |   4.039e-02 |           30.1703 ‖
‖        15 |   2957 |               1269 |   3.994e-02 |           28.4663 ‖
‖        16 |   3440 |               1771 |   3.938e-02 |           25.3740 ‖
‖        17 |   4377 |               1836 |   3.913e-02 |           25.1874 ‖
‖        18 |   5033 |               2187 |   3.872e-02 |           22.7898 ‖
‖        19 |   5941 |               2301 |   3.834e-02 |           21.9119 ‖
‖        20 |   6762 |               2468 |   3.807e-02 |           21.4991 ‖
‖        21 |   7370 |               2848 |   3.771e-02 |           20.3722 ‖
‖        22 |   8268 |               2967 |   3.740e-02 |           19.9046 ‖
‖        23 |   9158 |               3101 |   3.712e-02 |           19.2851 ‖
‖        24 |  10176 |               3107 |   3.690e-02 |           19.2660 ‖
‖        25 |  10957 |               3327 |   3.665e-02 |           18.6050 ‖
‖        26 |  11494 |               3785 |   3.633e-02 |           17.2569 ‖
‖        27 |  12448 |               3834 |   3.607e-02 |           17.2505 ‖
‖        28 |  13076 |               4222 |   3.574e-02 |           16.2317 ‖
‖        29 |  13549 |               4756 |   3.554e-02 |           15.3485 ‖
‖        30 |  13977 |               5309 |   3.546e-02 |           15.3369 ‖
‖        31 |  14460 |               5805 |   3.550e-02 |           15.2357 ‖
‖        32 |  15164 |               6084 |   3.552e-02 |           15.2264 ‖
‖        33 |  15647 |               6574 |   3.543e-02 |           14.7107 ‖
‖        34 |  16366 |               6849 |   3.536e-02 |           14.6014 ‖
‖        35 |  17004 |               7206 |   3.523e-02 |           14.3668 ‖
‖        36 |  17707 |               7502 |   3.518e-02 |           14.3348 ‖
‖        37 |  18326 |               7894 |   3.511e-02 |           14.3328 ‖
‖        38 |  18656 |               8543 |   3.502e-02 |           13.8865 ‖
‖        39 |  18966 |               9235 |   3.493e-02 |           13.3036 ‖
‖        40 |  19462 |               9738 |   3.481e-02 |           13.2423 ‖
‖        41 |  19940 |              10259 |   3.477e-02 |           12.9792 ‖
‖        42 |  20526 |              10674 |   3.474e-02 |           12.9588 ‖
‖        43 |  20945 |              11239 |   3.465e-02 |           12.9564 ‖
‖        44 |  21394 |              11770 |   3.456e-02 |           12.8298 ‖
‖        45 |  21904 |              12259 |   3.451e-02 |           12.8286 ‖
‖        46 |  22131 |              12994 |   3.440e-02 |           12.6560 ‖
‖        47 |  22249 |              13851 |   3.431e-02 |           12.1558 ‖
‖        48 |  22533 |              14543 |   3.423e-02 |           12.1486 ‖
‖        49 |  22855 |              15203 |   3.417e-02 |           12.1410 ‖
‖        50 |  23299 |              15740 |   3.417e-02 |           12.1321 ‖
‖        51 |  23734 |              16268 |   3.413e-02 |           12.1276 ‖
‖        52 |  24180 |              16810 |   3.408e-02 |           11.8025 ‖
‖        53 |  24324 |              17581 |   3.405e-02 |           11.5655 ‖
‖        54 |  24542 |              18355 |   3.399e-02 |           10.8925 ‖
‖        55 |  24843 |              19006 |   3.398e-02 |           10.7578 ‖
‖        56 |  25232 |              19607 |   3.392e-02 |           10.6560 ‖
‖        57 |  25362 |              20439 |   3.388e-02 |           10.5026 ‖
‖        58 |  25553 |              21230 |   3.386e-02 |           10.2236 ‖
‖        59 |  25805 |              21933 |   3.385e-02 |           10.0543 ‖
‖        60 |  26309 |              22436 |   3.386e-02 |            9.9474 ‖
‖        61 |  26684 |              23030 |   3.384e-02 |            9.9087 ‖
‖        62 |  26963 |              23728 |   3.378e-02 |            9.6840 ‖
‖        63 |  27079 |              24569 |   3.373e-02 |            9.6040 ‖
‖        64 |  27175 |              25458 |   3.367e-02 |            9.3673 ‖
‖        65 |  27340 |              26273 |   3.363e-02 |            9.3288 ‖
‖        66 |  27628 |              26970 |   3.356e-02 |            9.2968 ‖
‖        67 |  27708 |              27856 |   3.351e-02 |            9.2268 ‖
‖        68 |  27839 |              28683 |   3.346e-02 |            9.1144 ‖
‖        69 |  28164 |              29358 |   3.343e-02 |            9.0259 ‖
‖        70 |  28455 |              30027 |   3.342e-02 |            9.0086 ‖
‖        71 |  28903 |              30561 |   3.343e-02 |            8.9891 ‖
‖        72 |  29181 |              31253 |   3.341e-02 |            8.9819 ‖
‖        73 |  29310 |              32087 |   3.335e-02 |            8.7631 ‖
‖        74 |  29090 |              33204 |   3.331e-02 |            8.5257 ‖
‖        75 |  28901 |              34353 |   3.322e-02 |            8.1313 ‖
‖        76 |  28737 |              35413 |   3.320e-02 |            7.9447 ‖
‖        77 |  28782 |              36334 |   3.314e-02 |            7.8581 ‖
‖        78 |  28799 |              37258 |   3.308e-02 |            7.6407 ‖
‖        79 |  28703 |              38314 |   3.303e-02 |            7.2797 ‖
‖        80 |  28584 |              39374 |   3.299e-02 |            7.0276 ‖
‖        81 |  28849 |              40092 |   3.297e-02 |            6.8519 ‖
‖        82 |  29078 |              40806 |   3.297e-02 |            6.7805 ‖
‖        83 |  29308 |              41550 |   3.293e-02 |            6.7490 ‖
‖        84 |  29552 |              42286 |   3.288e-02 |            6.7122 ‖
‖        85 |  29728 |              43033 |   3.287e-02 |            6.6724 ‖
‖        86 |  30145 |              43603 |   3.286e-02 |            6.6385 ‖
‖        87 |  30595 |              44120 |   3.288e-02 |            6.6247 ‖
‖        88 |  30941 |              44730 |   3.284e-02 |            6.5880 ‖
‖        89 |  31016 |              45574 |   3.284e-02 |            6.4119 ‖
‖        90 |  31127 |              46410 |   3.282e-02 |            6.2718 ‖
‖        91 |  31388 |              47124 |   3.279e-02 |            6.2405 ‖
‖        92 |  31478 |              47989 |   3.276e-02 |            6.2166 ‖
‖        93 |  31601 |              48801 |   3.274e-02 |            6.2069 ‖
‖        94 |  31665 |              49678 |   3.272e-02 |            6.1907 ‖
‖        95 |  31747 |              50533 |   3.272e-02 |            6.1710 ‖
‖        96 |  32128 |              51125 |   3.269e-02 |            6.1545 ‖
‖        97 |  32477 |              51727 |   3.270e-02 |            6.1393 ‖
‖        98 |  32963 |              52241 |   3.267e-02 |            6.0722 ‖
‖        99 |  32874 |              53235 |   3.266e-02 |            5.9347 ‖
‖       100 |  32734 |              54290 |   3.262e-02 |            5.8024 ‖
‖       101 |  32445 |              55505 |   3.256e-02 |            5.5512 ‖
‖       102 |  32248 |              56629 |   3.251e-02 |            5.4099 ‖
‖       103 |  32070 |              57719 |   3.250e-02 |            5.2765 ‖
‖       104 |  32181 |              58570 |   3.246e-02 |            5.1887 ‖
‖       105 |  32301 |              59381 |   3.243e-02 |            5.0858 ‖
‖       106 |  32293 |              60278 |   3.241e-02 |            4.9289 ‖
‖       107 |  32271 |              61267 |   3.236e-02 |            4.6782 ‖
‖       108 |  32076 |              62402 |   3.230e-02 |            4.4836 ‖
‖       109 |  31909 |              63500 |   3.226e-02 |            4.2608 ‖
‖       110 |  31907 |              64499 |   3.219e-02 |            4.0486 ‖
‖       111 |  31926 |              65408 |   3.218e-02 |            3.9485 ‖
‖       112 |  32020 |              66297 |   3.214e-02 |            3.8416 ‖
‖       113 |  32161 |              67098 |   3.213e-02 |            3.7979 ‖
‖       114 |  32319 |              67880 |   3.211e-02 |            3.7172 ‖
‖       115 |  32224 |              68891 |   3.210e-02 |            3.6729 ‖
‖       116 |  31967 |              70094 |   3.204e-02 |            3.4762 ‖
‖       117 |  31754 |              71212 |   3.201e-02 |            3.3848 ‖
‖       118 |  31529 |              72359 |   3.198e-02 |            3.3546 ‖
‖       119 |  31520 |              73309 |   3.195e-02 |            3.3419 ‖
‖       120 |  31457 |              74298 |   3.192e-02 |            3.3089 ‖
‖       121 |  31230 |              75416 |   3.189e-02 |            3.2398 ‖
‖       122 |  31119 |              76430 |   3.186e-02 |            3.1596 ‖
‖       123 |  31260 |              77270 |   3.180e-02 |            3.0641 ‖
‖       124 |  31223 |              78243 |   3.177e-02 |            2.9796 ‖
‖       125 |  31269 |              79163 |   3.173e-02 |            2.8976 ‖
‖       126 |  31455 |              79958 |   3.170e-02 |            2.8244 ‖
‖       127 |  31608 |              80750 |   3.169e-02 |            2.7902 ‖
‖       128 |  31800 |              81529 |   3.168e-02 |            2.7614 ‖
‖       129 |  32020 |              82253 |   3.167e-02 |            2.7505 ‖
‖       130 |  31879 |              83246 |   3.171e-02 |            2.6700 ‖
‖       131 |  31647 |              84366 |   3.168e-02 |            2.5718 ‖
‖       132 |  31352 |              85561 |   3.164e-02 |            2.5163 ‖
‖       133 |  31029 |              86776 |   3.160e-02 |            2.4908 ‖
‖       134 |  30575 |              88094 |   3.157e-02 |            2.3372 ‖
‖       135 |  30154 |              89350 |   3.157e-02 |            2.2286 ‖
‖       136 |  29829 |              90581 |   3.150e-02 |            2.0863 ‖
‖       137 |  29533 |              91782 |   3.146e-02 |            2.0050 ‖
‖       138 |  29271 |              92934 |   3.143e-02 |            1.9506 ‖
‖       139 |  29046 |              94100 |   3.136e-02 |            1.9109 ‖
‖       140 |  28832 |              95245 |   3.132e-02 |            1.8689 ‖
‖       141 |  28708 |              96287 |   3.126e-02 |            1.8374 ‖
‖       142 |  28694 |              97236 |   3.120e-02 |            1.8236 ‖
‖       143 |  28640 |              98225 |   3.116e-02 |            1.7841 ‖
‖       144 |  28526 |              99261 |   3.113e-02 |            1.7560 ‖
‖       145 |  28500 |             100240 |   3.110e-02 |            1.7279 ‖
‖       146 |  28527 |             101183 |   3.109e-02 |            1.7062 ‖
‖       147 |  28708 |             101973 |   3.104e-02 |            1.6928 ‖
‖       148 |  28590 |             102999 |   3.102e-02 |            1.6636 ‖
‖       149 |  28426 |             104096 |   3.098e-02 |            1.6100 ‖
‖       150 |  28164 |             105259 |   3.095e-02 |            1.5187 ‖
‖       151 |  28036 |             106341 |   3.088e-02 |            1.4774 ‖
‖       152 |  27742 |             107526 |   3.084e-02 |            1.4373 ‖
‖       153 |  27594 |             108563 |   3.083e-02 |            1.4092 ‖
‖       154 |  27524 |             109544 |   3.081e-02 |            1.3872 ‖
‖       155 |  27546 |             110432 |   3.080e-02 |            1.3729 ‖
‖       156 |  27444 |             111445 |   3.076e-02 |            1.3585 ‖
‖       157 |  27359 |             112459 |   3.072e-02 |            1.3472 ‖
‖       158 |  27257 |             113436 |   3.071e-02 |            1.3365 ‖
‖       159 |  27247 |             114402 |   3.066e-02 |            1.3254 ‖
‖       160 |  27204 |             115380 |   3.062e-02 |            1.3156 ‖
‖       161 |  27482 |             116069 |   3.060e-02 |            1.3102 ‖
‖       162 |  27532 |             116938 |   3.060e-02 |            1.2885 ‖
‖       163 |  27473 |             117844 |   3.060e-02 |            1.2439 ‖
‖       164 |  27380 |             118798 |   3.060e-02 |            1.1904 ‖
‖       165 |  27433 |             119644 |   3.060e-02 |            1.1733 ‖
‖       166 |  27712 |             120339 |   3.058e-02 |            1.1657 ‖
‖       167 |  27951 |             121069 |   3.054e-02 |            1.1586 ‖
‖       168 |  28125 |             121850 |   3.051e-02 |            1.1544 ‖
‖       169 |  28141 |             122765 |   3.050e-02 |            1.1452 ‖
‖       170 |  27932 |             123863 |   3.051e-02 |            1.1084 ‖
‖       171 |  27837 |             124835 |   3.049e-02 |            1.0494 ‖
‖       172 |  27855 |             125772 |   3.044e-02 |            0.9901 ‖
‖       173 |  27745 |             126791 |   3.040e-02 |            0.9322 ‖
‖       174 |  27559 |             127928 |   3.034e-02 |            0.8846 ‖
‖       175 |  27475 |             128952 |   3.029e-02 |            0.8644 ‖
‖       176 |  27638 |             129746 |   3.027e-02 |            0.8541 ‖
‖       177 |  27722 |             130565 |   3.028e-02 |            0.8414 ‖
‖       178 |  27731 |             131431 |   3.027e-02 |            0.7902 ‖
‖       179 |  27804 |             132253 |   3.026e-02 |            0.7783 ‖
‖       180 |  28056 |             132963 |   3.023e-02 |            0.7743 ‖
‖       181 |  28196 |             133760 |   3.019e-02 |            0.7647 ‖
‖       182 |  28035 |             134824 |   3.015e-02 |            0.7408 ‖
‖       183 |  27885 |             135929 |   3.010e-02 |            0.7302 ‖
‖       184 |  27540 |             137181 |   3.006e-02 |            0.6978 ‖
‖       185 |  27085 |             138489 |   3.003e-02 |            0.6582 ‖
‖       186 |  26640 |             139777 |   2.998e-02 |            0.6109 ‖
‖       187 |  26301 |             141010 |   2.993e-02 |            0.5705 ‖
‖       188 |  25973 |             142222 |   2.988e-02 |            0.5351 ‖
‖       189 |  25768 |             143386 |   2.981e-02 |            0.5063 ‖
‖       190 |  25620 |             144464 |   2.975e-02 |            0.4946 ‖
‖       191 |  25431 |             145580 |   2.970e-02 |            0.4878 ‖
‖       192 |  25036 |             146812 |   2.967e-02 |            0.4576 ‖
‖       193 |  24547 |             148071 |   2.973e-02 |            0.4424 ‖
‖       194 |  24096 |             149365 |   2.971e-02 |            0.4250 ‖
‖       195 |  23587 |             150649 |   2.974e-02 |            0.4133 ‖
‖       196 |  23125 |             151924 |   2.974e-02 |            0.3943 ‖
‖       197 |  22779 |             153117 |   2.971e-02 |            0.3821 ‖
‖       198 |  22455 |             154286 |   2.969e-02 |            0.3585 ‖
‖       199 |  22135 |             155459 |   2.966e-02 |            0.3394 ‖
‖       200 |  21933 |             156549 |   2.963e-02 |            0.3211 ‖
‖       201 |  21543 |             157806 |   2.960e-02 |            0.3099 ‖
‖       202 |  21267 |             158973 |   2.953e-02 |            0.3024 ‖
‖       203 |  20902 |             160159 |   2.951e-02 |            0.2930 ‖
‖       204 |  20530 |             161388 |   2.944e-02 |            0.2593 ‖
‖       205 |  20194 |             162578 |   2.944e-02 |            0.2416 ‖
‖       206 |  19818 |             163817 |   2.939e-02 |            0.2286 ‖
‖       207 |  19463 |             165045 |   2.934e-02 |            0.2166 ‖
‖       208 |  19212 |             166199 |   2.929e-02 |            0.2056 ‖
‖       209 |  18897 |             167372 |   2.927e-02 |            0.1970 ‖
‖       210 |  18614 |             168526 |   2.925e-02 |            0.1899 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_329.vnnlib: unknown
--- Verification time: 20.0179 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (733/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2012.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2012.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2012.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.392e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.291e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.140e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.052e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.002e-02 |           99.9998 ‖
‖         6 |     31 |                  1 |   2.915e-02 |           96.5403 ‖
‖         7 |     61 |                  2 |   2.802e-02 |           92.7832 ‖
‖         8 |    113 |                 10 |   2.715e-02 |           83.3255 ‖
‖         9 |    197 |                 33 |   2.676e-02 |           75.2411 ‖
‖        10 |    341 |                 83 |   2.597e-02 |           62.8354 ‖
‖        11 |    571 |                182 |   2.525e-02 |           51.3159 ‖
‖        12 |    929 |                366 |   2.502e-02 |           42.9050 ‖
‖        13 |   1531 |                674 |   2.464e-02 |           35.8515 ‖
‖        14 |   2209 |                998 |   2.423e-02 |           31.4994 ‖
‖        15 |   3033 |               1178 |   2.402e-02 |           29.1678 ‖
‖        16 |   3586 |               1622 |   2.373e-02 |           26.2431 ‖
‖        17 |   4394 |               1810 |   2.353e-02 |           25.1125 ‖
‖        18 |   5187 |               2014 |   2.335e-02 |           23.6718 ‖
‖        19 |   6026 |               2192 |   2.316e-02 |           22.4384 ‖
‖        20 |   6929 |               2288 |   2.300e-02 |           22.1676 ‖
‖        21 |   7405 |               2789 |   2.277e-02 |           20.6581 ‖
‖        22 |   8386 |               2823 |   2.260e-02 |           20.5966 ‖
‖        23 |   9092 |               3118 |   2.240e-02 |           19.5936 ‖
‖        24 |   9985 |               3239 |   2.222e-02 |           19.2479 ‖
‖        25 |  10779 |               3449 |   2.202e-02 |           18.6486 ‖
‖        26 |  11429 |               3798 |   2.191e-02 |           17.8294 ‖
‖        27 |  12264 |               3970 |   2.182e-02 |           17.7676 ‖
‖        28 |  12825 |               4400 |   2.178e-02 |           16.9019 ‖
‖        29 |  13450 |               4782 |   2.173e-02 |           16.2340 ‖
‖        30 |  14257 |               4977 |   2.166e-02 |           16.2041 ‖
‖        31 |  15068 |               5190 |   2.162e-02 |           15.9298 ‖
‖        32 |  15893 |               5386 |   2.155e-02 |           15.8302 ‖
‖        33 |  16477 |               5788 |   2.147e-02 |           15.5531 ‖
‖        34 |  16921 |               6318 |   2.139e-02 |           15.0499 ‖
‖        35 |  17691 |               6556 |   2.130e-02 |           15.0306 ‖
‖        36 |  18440 |               6826 |   2.126e-02 |           14.9213 ‖
‖        37 |  19244 |               7040 |   2.121e-02 |           14.8764 ‖
‖        38 |  19831 |               7438 |   2.112e-02 |           14.6640 ‖
‖        39 |  20326 |               7955 |   2.105e-02 |           14.1198 ‖
‖        40 |  20837 |               8400 |   2.098e-02 |           14.0221 ‖
‖        41 |  21502 |               8747 |   2.089e-02 |           13.8822 ‖
‖        42 |  21911 |               9309 |   2.087e-02 |           13.5571 ‖
‖        43 |  22361 |               9841 |   2.085e-02 |           13.3348 ‖
‖        44 |  22871 |              10337 |   2.079e-02 |           13.1487 ‖
‖        45 |  23444 |              10740 |   2.078e-02 |           13.1029 ‖
‖        46 |  23761 |              11404 |   2.076e-02 |           12.8257 ‖
‖        47 |  24235 |              11919 |   2.074e-02 |           12.4177 ‖
‖        48 |  24547 |              12589 |   2.072e-02 |           12.2995 ‖
‖        49 |  25035 |              13102 |   2.071e-02 |           12.2531 ‖
‖        50 |  25510 |              13627 |   2.069e-02 |           12.2320 ‖
‖        51 |  25696 |              14433 |   2.066e-02 |           11.6587 ‖
‖        52 |  26178 |              14941 |   2.064e-02 |           11.4558 ‖
‖        53 |  26517 |              15575 |   2.062e-02 |           11.1369 ‖
‖        54 |  26934 |              16154 |   2.059e-02 |           10.8916 ‖
‖        55 |  27258 |              16835 |   2.056e-02 |           10.8710 ‖
‖        56 |  27684 |              17380 |   2.054e-02 |           10.8592 ‖
‖        57 |  28164 |              17907 |   2.052e-02 |           10.8506 ‖
‖        58 |  28549 |              18511 |   2.050e-02 |           10.6656 ‖
‖        59 |  28974 |              19070 |   2.049e-02 |           10.4618 ‖
‖        60 |  29276 |              19729 |   2.046e-02 |           10.4427 ‖
‖        61 |  29737 |              20271 |   2.045e-02 |           10.2981 ‖
‖        62 |  30148 |              20862 |   2.044e-02 |           10.2568 ‖
‖        63 |  30407 |              21604 |   2.041e-02 |           10.2111 ‖
‖        64 |  30689 |              22233 |   2.040e-02 |           10.1917 ‖
‖        65 |  31024 |              22888 |   2.036e-02 |           10.1270 ‖
‖        66 |  31308 |              23576 |   2.034e-02 |            9.9496 ‖
‖        67 |  31710 |              24190 |   2.029e-02 |            9.9438 ‖
‖        68 |  32041 |              24790 |   2.028e-02 |            9.9165 ‖
‖        69 |  32363 |              25470 |   2.024e-02 |            9.9126 ‖
‖        70 |  32715 |              26108 |   2.023e-02 |            9.8194 ‖
‖        71 |  33093 |              26714 |   2.023e-02 |            9.7458 ‖
‖        72 |  33249 |              27511 |   2.022e-02 |            9.7121 ‖
‖        73 |  33795 |              27958 |   2.023e-02 |            9.6383 ‖
‖        74 |  34233 |              28514 |   2.022e-02 |            9.6036 ‖
‖        75 |  34609 |              29154 |   2.019e-02 |            9.5433 ‖
‖        76 |  34823 |              29871 |   2.019e-02 |            9.4719 ‖
‖        77 |  35054 |              30637 |   2.016e-02 |            9.2912 ‖
‖        78 |  35125 |              31506 |   2.015e-02 |            9.0766 ‖
‖        79 |  35205 |              32407 |   2.012e-02 |            9.0355 ‖
‖        80 |  35123 |              33355 |   2.012e-02 |            8.9445 ‖
‖        81 |  35271 |              34179 |   2.009e-02 |            8.9030 ‖
‖        82 |  35438 |              34900 |   2.007e-02 |            8.8138 ‖
‖        83 |  35473 |              35759 |   2.006e-02 |            8.6535 ‖
‖        84 |  35583 |              36575 |   2.005e-02 |            8.4026 ‖
‖        85 |  35668 |              37440 |   2.004e-02 |            8.2427 ‖
‖        86 |  35867 |              38205 |   2.002e-02 |            8.1412 ‖
‖        87 |  36086 |              38969 |   2.000e-02 |            8.0558 ‖
‖        88 |  36134 |              39843 |   1.998e-02 |            7.9914 ‖
‖        89 |  36389 |              40563 |   1.996e-02 |            7.9543 ‖
‖        90 |  36542 |              41394 |   1.995e-02 |            7.9181 ‖
‖        91 |  36562 |              42351 |   1.994e-02 |            7.7517 ‖
‖        92 |  36707 |              43139 |   1.993e-02 |            7.6392 ‖
‖        93 |  36991 |              43850 |   1.991e-02 |            7.3832 ‖
‖        94 |  36878 |              44901 |   1.988e-02 |            7.3492 ‖
‖        95 |  36941 |              45782 |   1.988e-02 |            7.2235 ‖
‖        96 |  37022 |              46632 |   1.988e-02 |            7.1541 ‖
‖        97 |  37241 |              47412 |   1.986e-02 |            7.1250 ‖
‖        98 |  37461 |              48126 |   1.986e-02 |            7.1014 ‖
‖        99 |  37830 |              48743 |   1.985e-02 |            7.0810 ‖
‖       100 |  37898 |              49643 |   1.983e-02 |            6.7998 ‖
‖       101 |  37866 |              50574 |   1.981e-02 |            6.6221 ‖
‖       102 |  38098 |              51328 |   1.979e-02 |            6.5947 ‖
‖       103 |  38054 |              52312 |   1.977e-02 |            6.4938 ‖
‖       104 |  38012 |              53265 |   1.977e-02 |            6.3067 ‖
‖       105 |  37932 |              54241 |   1.976e-02 |            6.1011 ‖
‖       106 |  37922 |              55209 |   1.975e-02 |            6.0253 ‖
‖       107 |  37701 |              56335 |   1.973e-02 |            6.0077 ‖
‖       108 |  37594 |              57310 |   1.973e-02 |            5.9942 ‖
‖       109 |  37696 |              58102 |   1.972e-02 |            5.9803 ‖
‖       110 |  37711 |              59016 |   1.971e-02 |            5.9671 ‖
‖       111 |  37932 |              59803 |   1.969e-02 |            5.9567 ‖
‖       112 |  37873 |              60808 |   1.967e-02 |            5.9131 ‖
‖       113 |  37897 |              61729 |   1.966e-02 |            5.7760 ‖
‖       114 |  37955 |              62593 |   1.966e-02 |            5.6270 ‖
‖       115 |  38026 |              63486 |   1.965e-02 |            5.5199 ‖
‖       116 |  38057 |              64367 |   1.965e-02 |            5.4638 ‖
‖       117 |  38122 |              65226 |   1.964e-02 |            5.3708 ‖
‖       118 |  38369 |              65967 |   1.963e-02 |            5.2576 ‖
‖       119 |  38426 |              66840 |   1.963e-02 |            5.1824 ‖
‖       120 |  38659 |              67593 |   1.962e-02 |            5.1362 ‖
‖       121 |  38650 |              68607 |   1.959e-02 |            5.1209 ‖
‖       122 |  38367 |              69660 |   1.961e-02 |            5.1076 ‖
‖       123 |  38393 |              70552 |   1.960e-02 |            5.0990 ‖
‖       124 |  38437 |              71509 |   1.957e-02 |            5.0906 ‖
‖       125 |  38186 |              72545 |   1.958e-02 |            5.0801 ‖
‖       126 |  38066 |              73508 |   1.958e-02 |            5.0134 ‖
‖       127 |  37951 |              74562 |   1.956e-02 |            4.9978 ‖
‖       128 |  37780 |              75567 |   1.955e-02 |            4.9940 ‖
‖       129 |  37752 |              76469 |   1.955e-02 |            4.9917 ‖
‖       130 |  37761 |              77353 |   1.955e-02 |            4.9748 ‖
‖       131 |  37639 |              78335 |   1.954e-02 |            4.9639 ‖
‖       132 |  37506 |              79363 |   1.953e-02 |            4.9412 ‖
‖       133 |  37422 |              80324 |   1.953e-02 |            4.8626 ‖
‖       134 |  37503 |              81174 |   1.953e-02 |            4.7850 ‖
‖       135 |  37631 |              82020 |   1.952e-02 |            4.7271 ‖
‖       136 |  37692 |              82893 |   1.952e-02 |            4.6838 ‖
‖       137 |  37769 |              83752 |   1.951e-02 |            4.6233 ‖
‖       138 |  38013 |              84500 |   1.950e-02 |            4.5737 ‖
‖       139 |  37976 |              85459 |   1.949e-02 |            4.5465 ‖
‖       140 |  38173 |              86257 |   1.949e-02 |            4.5055 ‖
‖       141 |  38195 |              87221 |   1.947e-02 |            4.4865 ‖
‖       142 |  38133 |              88182 |   1.946e-02 |            4.4635 ‖
‖       143 |  38110 |              89150 |   1.944e-02 |            4.4251 ‖
‖       144 |  37921 |              90293 |   1.942e-02 |            4.4000 ‖
‖       145 |  37620 |              91442 |   1.942e-02 |            4.3317 ‖
‖       146 |  37439 |              92542 |   1.940e-02 |            4.2132 ‖
‖       147 |  37279 |              93616 |   1.939e-02 |            4.1669 ‖
‖       148 |  36954 |              94791 |   1.939e-02 |            4.1318 ‖
‖       149 |  36599 |              96044 |   1.938e-02 |            4.1173 ‖
‖       150 |  36441 |              97120 |   1.938e-02 |            4.1020 ‖
‖       151 |  36177 |              98254 |   1.938e-02 |            4.0628 ‖
‖       152 |  35907 |              99386 |   1.938e-02 |            3.9933 ‖
‖       153 |  35580 |             100586 |   1.938e-02 |            3.8909 ‖
‖       154 |  35296 |             101713 |   1.936e-02 |            3.8006 ‖
‖       155 |  35099 |             102821 |   1.934e-02 |            3.7309 ‖
‖       156 |  34812 |             104051 |   1.932e-02 |            3.6857 ‖
‖       157 |  34396 |             105313 |   1.931e-02 |            3.6550 ‖
‖       158 |  34076 |             106484 |   1.930e-02 |            3.6320 ‖
‖       159 |  34003 |             107470 |   1.929e-02 |            3.6026 ‖
‖       160 |  33878 |             108458 |   1.929e-02 |            3.5640 ‖
‖       161 |  33738 |             109550 |   1.927e-02 |            3.5134 ‖
‖       162 |  33427 |             110749 |   1.924e-02 |            3.4143 ‖
‖       163 |  33065 |             111951 |   1.923e-02 |            3.3718 ‖
‖       164 |  32893 |             113045 |   1.921e-02 |            3.2033 ‖
‖       165 |  32560 |             114202 |   1.921e-02 |            3.1150 ‖
‖       166 |  32468 |             115173 |   1.920e-02 |            2.9788 ‖
‖       167 |  32488 |             116034 |   1.920e-02 |            2.8664 ‖
‖       168 |  32428 |             116993 |   1.919e-02 |            2.8050 ‖
‖       169 |  32347 |             118055 |   1.916e-02 |            2.7646 ‖
‖       170 |  32169 |             119133 |   1.913e-02 |            2.7403 ‖
‖       171 |  31953 |             120230 |   1.911e-02 |            2.7208 ‖
‖       172 |  31833 |             121338 |   1.907e-02 |            2.7030 ‖
‖       173 |  31520 |             122548 |   1.904e-02 |            2.5738 ‖
‖       174 |  31045 |             123821 |   1.903e-02 |            2.4497 ‖
‖       175 |  30582 |             125083 |   1.902e-02 |            2.3899 ‖
‖       176 |  30215 |             126352 |   1.900e-02 |            2.3644 ‖
‖       177 |  29759 |             127590 |   1.899e-02 |            2.2435 ‖
‖       178 |  29367 |             128808 |   1.898e-02 |            2.0684 ‖
‖       179 |  29061 |             129990 |   1.895e-02 |            1.9376 ‖
‖       180 |  28679 |             131296 |   1.891e-02 |            1.8738 ‖
‖       181 |  28259 |             132494 |   1.890e-02 |            1.8464 ‖
‖       182 |  27999 |             133673 |   1.887e-02 |            1.8289 ‖
‖       183 |  27544 |             134918 |   1.887e-02 |            1.8186 ‖
‖       184 |  27168 |             136128 |   1.886e-02 |            1.8102 ‖
‖       185 |  26737 |             137397 |   1.885e-02 |            1.7998 ‖
‖       186 |  26273 |             138668 |   1.884e-02 |            1.7418 ‖
‖       187 |  25960 |             139803 |   1.883e-02 |            1.6508 ‖
‖       188 |  25688 |             140941 |   1.881e-02 |            1.5740 ‖
‖       189 |  25331 |             142157 |   1.877e-02 |            1.5231 ‖
‖       190 |  24994 |             143321 |   1.876e-02 |            1.4596 ‖
‖       191 |  24787 |             144387 |   1.875e-02 |            1.3863 ‖
‖       192 |  24821 |             145310 |   1.872e-02 |            1.2990 ‖
‖       193 |  24776 |             146255 |   1.871e-02 |            1.2323 ‖
‖       194 |  24746 |             147169 |   1.871e-02 |            1.1805 ‖
‖       195 |  24751 |             148148 |   1.868e-02 |            1.1459 ‖
‖       196 |  24573 |             149293 |   1.866e-02 |            1.1268 ‖
‖       197 |  24323 |             150384 |   1.864e-02 |            1.1123 ‖
‖       198 |  23967 |             151720 |   1.858e-02 |            1.1028 ‖
‖       199 |  23459 |             153054 |   1.858e-02 |            1.0978 ‖
‖       200 |  22985 |             154402 |   1.857e-02 |            1.0940 ‖
‖       201 |  22436 |             155829 |   1.856e-02 |            1.0911 ‖
‖       202 |  21977 |             157169 |   1.856e-02 |            1.0885 ‖
‖       203 |  21517 |             158490 |   1.857e-02 |            1.0867 ‖
‖       204 |  21008 |             159890 |   1.856e-02 |            1.0850 ‖
‖       205 |  20442 |             161273 |   1.859e-02 |            1.0662 ‖
‖       206 |  19957 |             162587 |   1.859e-02 |            1.0264 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.047 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2012.vnnlib: unknown
--- Verification time: 20.0589 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (734/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1536.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1536.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1536.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.279e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1536.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (735/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1254.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1254.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1254.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.155e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1254.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (736/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1527.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1527.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1527.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.299e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1527.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (737/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_923.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_923.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_923.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.025e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_923.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (738/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2445.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2445.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2445.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.149e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.036e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.979e-02 |          100.0001 ‖
‖         4 |      7 |                  1 |   3.890e-02 |           85.5227 ‖
‖         5 |     13 |                  2 |   3.770e-02 |           77.1587 ‖
‖         6 |     24 |                  4 |   3.679e-02 |           70.1435 ‖
‖         7 |     43 |                  8 |   3.611e-02 |           62.4965 ‖
‖         8 |     75 |                 16 |   3.545e-02 |           55.3641 ‖
‖         9 |    129 |                 34 |   3.452e-02 |           47.6456 ‖
‖        10 |    221 |                 67 |   3.350e-02 |           40.1008 ‖
‖        11 |    364 |                134 |   3.270e-02 |           32.6831 ‖
‖        12 |    598 |                249 |   3.226e-02 |           27.0904 ‖
‖        13 |    971 |                454 |   3.148e-02 |           21.9809 ‖
‖        14 |   1548 |                820 |   3.062e-02 |           17.1382 ‖
‖        15 |   1976 |               1370 |   3.070e-02 |           14.3126 ‖
‖        16 |   2834 |               1499 |   3.050e-02 |           13.6954 ‖
‖        17 |   3344 |               1990 |   2.994e-02 |           12.0575 ‖
‖        18 |   4223 |               2105 |   2.971e-02 |           11.7001 ‖
‖        19 |   4944 |               2402 |   2.932e-02 |           10.5720 ‖
‖        20 |   5857 |               2479 |   2.912e-02 |           10.4249 ‖
‖        21 |   6518 |               2810 |   2.882e-02 |            9.9600 ‖
‖        22 |   7260 |               3035 |   2.856e-02 |            9.6527 ‖
‖        23 |   8042 |               3253 |   2.831e-02 |            9.2764 ‖
‖        24 |   8987 |               3323 |   2.811e-02 |            9.1187 ‖
‖        25 |   9985 |               3336 |   2.792e-02 |            9.1159 ‖
‖        26 |  10504 |               3828 |   2.761e-02 |            8.3071 ‖
‖        27 |  11271 |               4059 |   2.739e-02 |            7.9339 ‖
‖        28 |  12129 |               4215 |   2.717e-02 |            7.6633 ‖
‖        29 |  12976 |               4391 |   2.698e-02 |            7.3522 ‖
‖        30 |  13961 |               4423 |   2.679e-02 |            7.3195 ‖
‖        31 |  14764 |               4615 |   2.659e-02 |            7.1905 ‖
‖        32 |  15748 |               4645 |   2.643e-02 |            7.1755 ‖
‖        33 |  16575 |               4825 |   2.623e-02 |            7.0396 ‖
‖        34 |  17444 |               4966 |   2.607e-02 |            6.9420 ‖
‖        35 |  18439 |               4985 |   2.589e-02 |            6.9416 ‖
‖        36 |  19151 |               5269 |   2.569e-02 |            6.7270 ‖
‖        37 |  20125 |               5304 |   2.556e-02 |            6.7206 ‖
‖        38 |  20920 |               5524 |   2.537e-02 |            6.5614 ‖
‖        39 |  21582 |               5871 |   2.519e-02 |            6.2322 ‖
‖        40 |  22441 |               6022 |   2.505e-02 |            6.1361 ‖
‖        41 |  23302 |               6167 |   2.491e-02 |            6.0730 ‖
‖        42 |  24149 |               6327 |   2.483e-02 |            6.0272 ‖
‖        43 |  25047 |               6444 |   2.471e-02 |            6.0244 ‖
‖        44 |  25526 |               6919 |   2.457e-02 |            5.8207 ‖
‖        45 |  26242 |               7160 |   2.450e-02 |            5.8205 ‖
‖        46 |  26682 |               7703 |   2.440e-02 |            5.5811 ‖
‖        47 |  27179 |               8163 |   2.435e-02 |            5.4817 ‖
‖        48 |  27720 |               8582 |   2.430e-02 |            5.4817 ‖
‖        49 |  27941 |               9310 |   2.429e-02 |            5.2993 ‖
‖        50 |  28291 |               9873 |   2.435e-02 |            5.2988 ‖
‖        51 |  28591 |              10491 |   2.435e-02 |            5.1591 ‖
‖        52 |  28910 |              11118 |   2.434e-02 |            4.8881 ‖
‖        53 |  29574 |              11404 |   2.429e-02 |            4.8443 ‖
‖        54 |  30194 |              11765 |   2.425e-02 |            4.7455 ‖
‖        55 |  30899 |              12050 |   2.424e-02 |            4.7290 ‖
‖        56 |  31648 |              12289 |   2.418e-02 |            4.7288 ‖
‖        57 |  32075 |              12828 |   2.414e-02 |            4.6265 ‖
‖        58 |  32627 |              13223 |   2.414e-02 |            4.6258 ‖
‖        59 |  33073 |              13727 |   2.409e-02 |            4.6019 ‖
‖        60 |  33405 |              14347 |   2.412e-02 |            4.5287 ‖
‖        61 |  33727 |              14935 |   2.414e-02 |            4.5257 ‖
‖        62 |  34131 |              15477 |   2.409e-02 |            4.4839 ‖
‖        63 |  34739 |              15837 |   2.409e-02 |            4.4820 ‖
‖        64 |  35436 |              16125 |   2.404e-02 |            4.4820 ‖
‖        65 |  35788 |              16737 |   2.399e-02 |            4.3795 ‖
‖        66 |  36197 |              17291 |   2.396e-02 |            4.3087 ‖
‖        67 |  36721 |              17719 |   2.390e-02 |            4.3084 ‖
‖        68 |  37088 |              18289 |   2.391e-02 |            4.2947 ‖
‖        69 |  37545 |              18787 |   2.392e-02 |            4.2943 ‖
‖        70 |  37922 |              19370 |   2.387e-02 |            4.2943 ‖
‖        71 |  38066 |              20126 |   2.388e-02 |            4.1991 ‖
‖        72 |  38443 |              20671 |   2.386e-02 |            4.1990 ‖
‖        73 |  38801 |              21251 |   2.384e-02 |            4.1762 ‖
‖        74 |  39298 |              21707 |   2.386e-02 |            4.1676 ‖
‖        75 |  39655 |              22320 |   2.383e-02 |            4.1675 ‖
‖        76 |  39846 |              23025 |   2.382e-02 |            4.1256 ‖
‖        77 |  40321 |              23497 |   2.382e-02 |            4.1256 ‖
‖        78 |  40528 |              24245 |   2.378e-02 |            4.0927 ‖
‖        79 |  40432 |              25237 |   2.376e-02 |            3.8699 ‖
‖        80 |  40424 |              26078 |   2.374e-02 |            3.8462 ‖
‖        81 |  40501 |              26919 |   2.375e-02 |            3.7074 ‖
‖        82 |  40885 |              27495 |   2.375e-02 |            3.7062 ‖
‖        83 |  40928 |              28408 |   2.372e-02 |            3.6756 ‖
‖        84 |  41073 |              29140 |   2.375e-02 |            3.6181 ‖
‖        85 |  41454 |              29712 |   2.375e-02 |            3.6181 ‖
‖        86 |  41480 |              30608 |   2.375e-02 |            3.5719 ‖
‖        87 |  41665 |              31356 |   2.378e-02 |            3.5008 ‖
‖        88 |  41735 |              32172 |   2.379e-02 |            3.4950 ‖
‖        89 |  41900 |              32916 |   2.383e-02 |            3.4793 ‖
‖        90 |  42230 |              33508 |   2.385e-02 |            3.4780 ‖
‖        91 |  42325 |              34360 |   2.385e-02 |            3.4582 ‖
‖        92 |  42564 |              35028 |   2.388e-02 |            3.4425 ‖
‖        93 |  42753 |              35810 |   2.388e-02 |            3.4391 ‖
‖        94 |  43012 |              36472 |   2.393e-02 |            3.4354 ‖
‖        95 |  43214 |              37227 |   2.394e-02 |            3.4353 ‖
‖        96 |  43270 |              38039 |   2.394e-02 |            3.3489 ‖
‖        97 |  43566 |              38684 |   2.396e-02 |            3.3488 ‖
‖        98 |  43683 |              39497 |   2.396e-02 |            3.2941 ‖
‖        99 |  43856 |              40223 |   2.400e-02 |            3.2902 ‖
‖       100 |  44219 |              40783 |   2.400e-02 |            3.2902 ‖
‖       101 |  44749 |              41207 |   2.398e-02 |            3.2902 ‖
‖       102 |  44801 |              42076 |   2.397e-02 |            3.2221 ‖
‖       103 |  45193 |              42615 |   2.398e-02 |            3.2144 ‖
‖       104 |  45707 |              43042 |   2.400e-02 |            3.2136 ‖
‖       105 |  45842 |              43812 |   2.397e-02 |            3.1703 ‖
‖       106 |  46043 |              44495 |   2.396e-02 |            3.1339 ‖
‖       107 |  46010 |              45436 |   2.394e-02 |            2.9461 ‖
‖       108 |  46091 |              46248 |   2.393e-02 |            2.8894 ‖
‖       109 |  46320 |              46947 |   2.390e-02 |            2.8894 ‖
‖       110 |  46442 |              47715 |   2.389e-02 |            2.8599 ‖
‖       111 |  46531 |              48519 |   2.387e-02 |            2.7938 ‖
‖       112 |  46850 |              49140 |   2.384e-02 |            2.7901 ‖
‖       113 |  47043 |              49838 |   2.385e-02 |            2.7516 ‖
‖       114 |  47363 |              50458 |   2.384e-02 |            2.7468 ‖
‖       115 |  47616 |              51133 |   2.383e-02 |            2.7449 ‖
‖       116 |  47945 |              51728 |   2.381e-02 |            2.7449 ‖
‖       117 |  48084 |              52499 |   2.379e-02 |            2.7228 ‖
‖       118 |  48062 |              53396 |   2.379e-02 |            2.6557 ‖
‖       119 |  48273 |              54130 |   2.378e-02 |            2.6528 ‖
‖       120 |  48726 |              54614 |   2.379e-02 |            2.6503 ‖
‖       121 |  49022 |              55260 |   2.379e-02 |            2.6289 ‖
‖       122 |  49462 |              55762 |   2.375e-02 |            2.6289 ‖
‖       123 |  49772 |              56388 |   2.373e-02 |            2.5877 ‖
‖       124 |  49939 |              57157 |   2.372e-02 |            2.5148 ‖
‖       125 |  50115 |              57887 |   2.374e-02 |            2.4908 ‖
‖       126 |  50151 |              58756 |   2.375e-02 |            2.4792 ‖
‖       127 |  50279 |              59545 |   2.373e-02 |            2.4789 ‖
‖       128 |  50506 |              60208 |   2.372e-02 |            2.4770 ‖
‖       129 |  50921 |              60744 |   2.372e-02 |            2.4743 ‖
‖       130 |  51251 |              61345 |   2.372e-02 |            2.4736 ‖
‖       131 |  51495 |              62038 |   2.372e-02 |            2.4734 ‖
‖       132 |  51600 |              62850 |   2.371e-02 |            2.4734 ‖
‖       133 |  51426 |              63860 |   2.370e-02 |            2.4188 ‖
‖       134 |  51560 |              64658 |   2.368e-02 |            2.4098 ‖
‖       135 |  51521 |              65601 |   2.367e-02 |            2.3535 ‖
‖       136 |  51598 |              66385 |   2.366e-02 |            2.3385 ‖
‖       137 |  51779 |              67126 |   2.364e-02 |            2.3385 ‖
‖       138 |  51830 |              67972 |   2.364e-02 |            2.3228 ‖
‖       139 |  51958 |              68781 |   2.363e-02 |            2.3127 ‖
‖       140 |  52141 |              69514 |   2.363e-02 |            2.3113 ‖
‖       141 |  52501 |              70094 |   2.364e-02 |            2.3107 ‖
‖       142 |  52724 |              70808 |   2.365e-02 |            2.3106 ‖
‖       143 |  52821 |              71639 |   2.363e-02 |            2.3106 ‖
‖       144 |  52770 |              72567 |   2.364e-02 |            2.2541 ‖
‖       145 |  53056 |              73189 |   2.365e-02 |            2.2450 ‖
‖       146 |  53143 |              74054 |   2.364e-02 |            2.2450 ‖
‖       147 |  53170 |              74948 |   2.365e-02 |            2.2084 ‖
‖       148 |  53160 |              75818 |   2.365e-02 |            2.1976 ‖
‖       149 |  53356 |              76537 |   2.367e-02 |            2.1752 ‖
‖       150 |  53519 |              77253 |   2.369e-02 |            2.1682 ‖
‖       151 |  53561 |              78129 |   2.369e-02 |            2.1678 ‖
‖       152 |  53502 |              79100 |   2.369e-02 |            2.1601 ‖
‖       153 |  53607 |              79897 |   2.370e-02 |            2.1597 ‖
‖       154 |  53921 |              80510 |   2.371e-02 |            2.1593 ‖
‖       155 |  54125 |              81223 |   2.372e-02 |            2.1531 ‖
‖       156 |  54113 |              82154 |   2.373e-02 |            2.1531 ‖
‖       157 |  53743 |              83403 |   2.372e-02 |            2.0445 ‖
‖       158 |  53540 |              84471 |   2.373e-02 |            2.0289 ‖
‖       159 |  53214 |              85637 |   2.373e-02 |            1.9194 ‖
‖       160 |  53135 |              86584 |   2.373e-02 |            1.8960 ‖
‖       161 |  53247 |              87311 |   2.375e-02 |            1.8856 ‖
‖       162 |  53315 |              88191 |   2.374e-02 |            1.8785 ‖
‖       163 |  53156 |              89237 |   2.375e-02 |            1.8366 ‖
‖       164 |  53344 |              89958 |   2.376e-02 |            1.8362 ‖
‖       165 |  53762 |              90444 |   2.377e-02 |            1.8334 ‖
‖       166 |  53983 |              91151 |   2.376e-02 |            1.8036 ‖
‖       167 |  54084 |              91995 |   2.375e-02 |            1.7347 ‖
‖       168 |  54471 |              92567 |   2.374e-02 |            1.7032 ‖
‖       169 |  54646 |              93328 |   2.374e-02 |            1.6897 ‖
‖       170 |  54875 |              94034 |   2.374e-02 |            1.6742 ‖
‖       171 |  55033 |              94812 |   2.374e-02 |            1.6714 ‖
‖       172 |  55226 |              95507 |   2.373e-02 |            1.6698 ‖
‖       173 |  55233 |              96356 |   2.373e-02 |            1.6622 ‖
‖       174 |  55405 |              97075 |   2.374e-02 |            1.6620 ‖
‖       175 |  55732 |              97641 |   2.374e-02 |            1.6571 ‖
‖       176 |  56094 |              98211 |   2.374e-02 |            1.6488 ‖
‖       177 |  56661 |              98594 |   2.375e-02 |            1.6416 ‖
‖       178 |  56969 |              99251 |   2.373e-02 |            1.6414 ‖
‖       179 |  57164 |              99950 |   2.372e-02 |            1.6262 ‖
‖       180 |  57545 |             100488 |   2.370e-02 |            1.6261 ‖
‖       181 |  57935 |             101028 |   2.369e-02 |            1.6261 ‖
‖       182 |  57915 |             101958 |   2.367e-02 |            1.6048 ‖
‖       183 |  57966 |             102787 |   2.367e-02 |            1.5981 ‖
‖       184 |  58041 |             103628 |   2.367e-02 |            1.5956 ‖
‖       185 |  58074 |             104480 |   2.366e-02 |            1.5955 ‖
‖       186 |  58184 |             105223 |   2.367e-02 |            1.5955 ‖
‖       187 |  58560 |             105763 |   2.366e-02 |            1.5955 ‖
‖       188 |  58702 |             106550 |   2.364e-02 |            1.5729 ‖
‖       189 |  58870 |             107291 |   2.363e-02 |            1.5635 ‖
‖       190 |  59219 |             107890 |   2.362e-02 |            1.5560 ‖
‖       191 |  59590 |             108450 |   2.362e-02 |            1.5504 ‖
‖       192 |  60098 |             108879 |   2.363e-02 |            1.5494 ‖
‖       193 |  60103 |             109815 |   2.361e-02 |            1.5433 ‖
‖       194 |  60083 |             110686 |   2.361e-02 |            1.5360 ‖
‖       195 |  60174 |             111482 |   2.360e-02 |            1.5269 ‖
‖       196 |  59846 |             112630 |   2.359e-02 |            1.4238 ‖
‖       197 |  59678 |             113657 |   2.358e-02 |            1.3984 ‖
‖       198 |  59537 |             114704 |   2.358e-02 |            1.3984 ‖
‖       199 |  59410 |             115693 |   2.358e-02 |            1.3890 ‖
‖       200 |  59365 |             116617 |   2.357e-02 |            1.3689 ‖
‖       201 |  59349 |             117482 |   2.356e-02 |            1.3535 ‖
‖       202 |  59441 |             118272 |   2.355e-02 |            1.3535 ‖
‖       203 |  59274 |             119304 |   2.354e-02 |            1.3242 ‖
‖       204 |  59160 |             120273 |   2.354e-02 |            1.3096 ‖
‖       205 |  59225 |             121115 |   2.354e-02 |            1.3042 ‖
‖       206 |  59194 |             122005 |   2.354e-02 |            1.3016 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.019 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2445.vnnlib: unknown
--- Verification time: 20.0316 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (739/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7802.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7802.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7802.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.177e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7802.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (740/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6524.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6524.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6524.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.094e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6524.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (741/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3212.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3212.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3212.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.174e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.050e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.937e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.789e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.692e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.564e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.446e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.329e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.220e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   4.141e-02 |           99.9524 ‖
‖        11 |   1021 |                  3 |   4.059e-02 |           99.4368 ‖
‖        12 |   2016 |                 28 |   3.981e-02 |           98.0175 ‖
‖        13 |   2946 |                120 |   3.922e-02 |           95.2837 ‖
‖        14 |   3957 |                129 |   3.889e-02 |           95.0085 ‖
‖        15 |   4946 |                161 |   3.859e-02 |           94.5401 ‖
‖        15 |   3922 |                165 |   3.872e-02 |           79.1871 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.655 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3212.vnnlib: sat
--- Verification time: 0.6673 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (742/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7468.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7468.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7468.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.266e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7468.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (743/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4197.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4197.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4197.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.726e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.610e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.439e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.374e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.303e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.198e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.092e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.015e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.926e-02 |           99.9999 ‖
‖        10 |    511 |                  1 |   3.840e-02 |           99.8046 ‖
‖        11 |   1013 |                 10 |   3.755e-02 |           98.4876 ‖
‖        12 |   1979 |                 55 |   3.683e-02 |           95.7228 ‖
‖        13 |   2851 |                202 |   3.630e-02 |           91.4400 ‖
‖        14 |   3869 |                205 |   3.594e-02 |           91.3880 ‖
‖        15 |   4785 |                302 |   3.563e-02 |           90.3410 ‖
‖        16 |   5423 |                686 |   3.517e-02 |           85.0909 ‖
‖        17 |   6349 |                773 |   3.482e-02 |           83.8415 ‖
‖        18 |   7329 |                816 |   3.452e-02 |           83.0749 ‖
‖        19 |   8333 |                836 |   3.430e-02 |           82.7158 ‖
‖        20 |   9354 |                838 |   3.409e-02 |           82.6848 ‖
‖        21 |  10339 |                873 |   3.390e-02 |           82.5066 ‖
‖        22 |  11363 |                873 |   3.374e-02 |           82.5049 ‖
‖        23 |  12385 |                874 |   3.355e-02 |           82.5051 ‖
‖        24 |  13026 |               1235 |   3.333e-02 |           80.2365 ‖
‖        25 |  13749 |               1498 |   3.308e-02 |           78.7545 ‖
‖        26 |  14608 |               1653 |   3.283e-02 |           77.7080 ‖
‖        27 |  15415 |               1862 |   3.261e-02 |           76.2969 ‖
‖        28 |  16410 |               1887 |   3.241e-02 |           76.2970 ‖
‖        29 |  17330 |               1981 |   3.220e-02 |           76.0741 ‖
‖        30 |  18068 |               2252 |   3.203e-02 |           74.6858 ‖
‖        31 |  18892 |               2431 |   3.191e-02 |           74.6857 ‖
‖        32 |  19439 |               2883 |   3.181e-02 |           73.7588 ‖
‖        33 |  19935 |               3375 |   3.182e-02 |           72.8188 ‖
‖        34 |  20634 |               3649 |   3.181e-02 |           72.6507 ‖
‖        35 |  21466 |               3807 |   3.180e-02 |           72.2949 ‖
‖        36 |  22422 |               3868 |   3.179e-02 |           72.2321 ‖
‖        37 |  23392 |               3920 |   3.173e-02 |           72.2319 ‖
‖        38 |  24301 |               4028 |   3.167e-02 |           71.9648 ‖
‖        39 |  25245 |               4103 |   3.163e-02 |           71.9574 ‖
‖        40 |  26149 |               4219 |   3.154e-02 |           71.9575 ‖
‖        41 |  26985 |               4393 |   3.150e-02 |           71.8678 ‖
‖        42 |  27778 |               4603 |   3.149e-02 |           71.8494 ‖
‖        43 |  28518 |               4869 |   3.142e-02 |           71.8489 ‖
‖        44 |  29297 |               5098 |   3.137e-02 |           71.8433 ‖
‖        45 |  30153 |               5250 |   3.133e-02 |           71.8434 ‖
‖        46 |  30961 |               5453 |   3.126e-02 |           71.8432 ‖
‖        47 |  31512 |               5886 |   3.118e-02 |           71.2787 ‖
‖        48 |  32109 |               6266 |   3.114e-02 |           71.0240 ‖
‖        49 |  32800 |               6562 |   3.105e-02 |           70.9002 ‖
‖        50 |  33227 |               7113 |   3.100e-02 |           70.0301 ‖
‖        51 |  33878 |               7451 |   3.093e-02 |           70.0133 ‖
‖        52 |  34602 |               7724 |   3.083e-02 |           69.9189 ‖
‖        53 |  35119 |               8205 |   3.077e-02 |           69.3499 ‖
‖        54 |  35646 |               8661 |   3.072e-02 |           69.3489 ‖
‖        55 |  35779 |               9509 |   3.069e-02 |           68.0817 ‖
‖        56 |  36129 |              10091 |   3.068e-02 |           67.8006 ‖
‖        57 |  36779 |              10438 |   3.065e-02 |           67.7920 ‖
‖        58 |  37392 |              10822 |   3.066e-02 |           67.7920 ‖
‖        59 |  38004 |              11204 |   3.062e-02 |           67.7923 ‖
‖        60 |  38547 |              11660 |   3.058e-02 |           67.7805 ‖
‖        61 |  38877 |              12290 |   3.056e-02 |           67.6226 ‖
‖        62 |  39453 |              12709 |   3.053e-02 |           67.6197 ‖
‖        63 |  39601 |              13539 |   3.049e-02 |           66.4462 ‖
‖        64 |  39937 |              14142 |   3.051e-02 |           66.1350 ‖
‖        65 |  40484 |              14581 |   3.047e-02 |           66.1349 ‖
‖        66 |  41284 |              14780 |   3.050e-02 |           66.1343 ‖
‖        67 |  42159 |              14909 |   3.050e-02 |           66.1339 ‖
‖        68 |  42733 |              15327 |   3.045e-02 |           65.6197 ‖
‖        69 |  43345 |              15711 |   3.042e-02 |           65.0091 ‖
‖        70 |  43576 |              16461 |   3.039e-02 |           63.9653 ‖
‖        71 |  43802 |              17203 |   3.038e-02 |           63.0837 ‖
‖        72 |  44008 |              17951 |   3.038e-02 |           62.4136 ‖
‖        73 |  44472 |              18448 |   3.039e-02 |           62.2130 ‖
‖        74 |  45243 |              18683 |   3.038e-02 |           61.8995 ‖
‖        75 |  46057 |              18883 |   3.037e-02 |           61.3428 ‖
‖        76 |  47025 |              18937 |   3.033e-02 |           61.3376 ‖
‖        77 |  47866 |              19116 |   3.032e-02 |           60.9096 ‖
‖        78 |  48691 |              19306 |   3.031e-02 |           60.8155 ‖
‖        79 |  49385 |              19621 |   3.028e-02 |           60.8144 ‖
‖        80 |  50004 |              20010 |   3.026e-02 |           60.8135 ‖
‖        81 |  50622 |              20388 |   3.025e-02 |           60.8128 ‖
‖        82 |  51193 |              20810 |   3.022e-02 |           60.8015 ‖
‖        83 |  51785 |              21203 |   3.021e-02 |           60.4921 ‖
‖        84 |  52451 |              21540 |   3.019e-02 |           60.0951 ‖
‖        85 |  53092 |              21909 |   3.015e-02 |           60.0870 ‖
‖        86 |  53815 |              22180 |   3.016e-02 |           59.9994 ‖
‖        87 |  54533 |              22474 |   3.015e-02 |           59.9988 ‖
‖        88 |  55021 |              22967 |   3.012e-02 |           59.9983 ‖
‖        89 |  55637 |              23342 |   3.011e-02 |           59.9981 ‖
‖        90 |  56280 |              23697 |   3.008e-02 |           59.9979 ‖
‖        91 |  56854 |              24124 |   3.006e-02 |           59.7935 ‖
‖        92 |  57545 |              24446 |   3.006e-02 |           59.3934 ‖
‖        93 |  58140 |              24851 |   3.003e-02 |           59.3722 ‖
‖        94 |  58727 |              25255 |   3.003e-02 |           59.0846 ‖
‖        95 |  59351 |              25626 |   3.004e-02 |           58.9931 ‖
‖        96 |  59735 |              26216 |   3.003e-02 |           58.9859 ‖
‖        97 |  60376 |              26568 |   3.003e-02 |           58.9273 ‖
‖        98 |  61029 |              26906 |   3.001e-02 |           58.9223 ‖
‖        99 |  61699 |              27235 |   2.997e-02 |           58.9117 ‖
‖       100 |  62493 |              27446 |   2.997e-02 |           58.8374 ‖
‖       101 |  63107 |              27827 |   2.995e-02 |           58.8269 ‖
‖       102 |  63797 |              28134 |   2.995e-02 |           58.8164 ‖
‖       103 |  64331 |              28592 |   2.994e-02 |           58.8143 ‖
‖       104 |  64694 |              29192 |   2.993e-02 |           58.8137 ‖
‖       105 |  65196 |              29665 |   2.993e-02 |           58.8133 ‖
‖       106 |  65861 |              30001 |   2.991e-02 |           58.7937 ‖
‖       107 |  66526 |              30334 |   2.987e-02 |           58.7520 ‖
‖       108 |  67063 |              30785 |   2.984e-02 |           58.6713 ‖
‖       109 |  67640 |              31178 |   2.983e-02 |           58.6182 ‖
‖       110 |  68170 |              31632 |   2.982e-02 |           58.6168 ‖
‖       111 |  68645 |              32131 |   2.979e-02 |           58.6163 ‖
‖       112 |  69030 |              32682 |   2.977e-02 |           58.6080 ‖
‖       113 |  69418 |              33277 |   2.975e-02 |           58.4096 ‖
‖       114 |  69985 |              33686 |   2.975e-02 |           58.2092 ‖
‖       115 |  70579 |              34098 |   2.973e-02 |           58.1934 ‖
‖       116 |  71154 |              34507 |   2.972e-02 |           58.1919 ‖
‖       117 |  71632 |              35028 |   2.968e-02 |           58.1847 ‖
‖       118 |  72105 |              35547 |   2.965e-02 |           58.1837 ‖
‖       119 |  72500 |              36090 |   2.964e-02 |           58.1625 ‖
‖       120 |  72682 |              36829 |   2.963e-02 |           57.9290 ‖
‖       121 |  73210 |              37254 |   2.965e-02 |           57.8764 ‖
‖       122 |  73733 |              37702 |   2.964e-02 |           57.8754 ‖
‖       123 |  74561 |              37877 |   2.965e-02 |           57.8662 ‖
‖       124 |  75004 |              38419 |   2.964e-02 |           57.1091 ‖
‖       125 |  75605 |              38810 |   2.963e-02 |           56.8119 ‖
‖       126 |  76476 |              38945 |   2.964e-02 |           56.7389 ‖
‖       127 |  77129 |              39296 |   2.961e-02 |           56.7169 ‖
‖       128 |  77868 |              39558 |   2.961e-02 |           56.6056 ‖
‖       129 |  78432 |              39977 |   2.961e-02 |           56.5189 ‖
‖       130 |  79009 |              40394 |   2.961e-02 |           56.5154 ‖
‖       131 |  79388 |              40973 |   2.960e-02 |           56.5146 ‖
‖       132 |  80007 |              41343 |   2.960e-02 |           56.5129 ‖
‖       133 |  80640 |              41699 |   2.959e-02 |           56.5080 ‖
‖       134 |  81346 |              42002 |   2.958e-02 |           56.5072 ‖
‖       135 |  81774 |              42572 |   2.957e-02 |           56.4729 ‖
‖       136 |  81941 |              43331 |   2.956e-02 |           56.3813 ‖
‖       137 |  82212 |              44005 |   2.956e-02 |           56.3792 ‖
‖       138 |  82808 |              44392 |   2.956e-02 |           56.3785 ‖
‖       139 |  83043 |              45102 |   2.956e-02 |           56.2053 ‖
‖       140 |  83247 |              45864 |   2.956e-02 |           55.5958 ‖
‖       141 |  84076 |              46027 |   2.957e-02 |           55.5306 ‖
‖       142 |  84617 |              46500 |   2.954e-02 |           55.5298 ‖
‖       143 |  85242 |              46840 |   2.953e-02 |           55.5158 ‖
‖       144 |  85778 |              47304 |   2.953e-02 |           55.4413 ‖
‖       145 |  86413 |              47666 |   2.953e-02 |           55.4082 ‖
‖       146 |  86859 |              48207 |   2.953e-02 |           55.4018 ‖
‖       147 |  87308 |              48737 |   2.954e-02 |           55.3994 ‖
‖       148 |  87860 |              49168 |   2.954e-02 |           55.3945 ‖
‖       149 |  88395 |              49632 |   2.954e-02 |           55.3719 ‖
‖       150 |  88609 |              50389 |   2.952e-02 |           55.0710 ‖
‖       151 |  88912 |              51050 |   2.951e-02 |           54.9828 ‖
‖       152 |  89158 |              51775 |   2.949e-02 |           54.4574 ‖
‖       153 |  89465 |              52433 |   2.949e-02 |           54.4229 ‖
‖       154 |  89558 |              53308 |   2.947e-02 |           53.6241 ‖
‖       155 |  89678 |              54114 |   2.947e-02 |           53.0950 ‖
‖       156 |  90097 |              54685 |   2.946e-02 |           52.7135 ‖
‖       157 |  90346 |              55412 |   2.945e-02 |           52.0798 ‖
‖       158 |  90550 |              56173 |   2.943e-02 |           51.8206 ‖
‖       159 |  90850 |              56806 |   2.943e-02 |           51.7491 ‖
‖       160 |  91414 |              57232 |   2.942e-02 |           51.7293 ‖
‖       161 |  91766 |              57857 |   2.940e-02 |           51.4261 ‖
‖       162 |  92123 |              58467 |   2.940e-02 |           51.2935 ‖
‖       163 |  92375 |              59216 |   2.938e-02 |           50.6262 ‖
‖       164 |  92720 |              59822 |   2.937e-02 |           50.5497 ‖
‖       165 |  93117 |              60409 |   2.936e-02 |           50.5424 ‖
‖       166 |  93439 |              61039 |   2.935e-02 |           50.5398 ‖
‖       167 |  93853 |              61604 |   2.934e-02 |           50.5351 ‖
‖       168 |  94302 |              62126 |   2.933e-02 |           50.4583 ‖
‖       169 |  94608 |              62808 |   2.932e-02 |           49.8399 ‖
‖       170 |  94875 |              63500 |   2.931e-02 |           49.7183 ‖
‖       171 |  95233 |              64112 |   2.930e-02 |           49.4496 ‖
‖       172 |  95716 |              64606 |   2.931e-02 |           49.3108 ‖
‖       173 |  96087 |              65218 |   2.930e-02 |           49.2589 ‖
‖       174 |  96592 |              65681 |   2.931e-02 |           49.2108 ‖
‖       175 |  97082 |              66187 |   2.930e-02 |           49.1973 ‖
‖       176 |  97605 |              66655 |   2.929e-02 |           49.1676 ‖
‖       177 |  98158 |              67092 |   2.929e-02 |           49.1537 ‖
‖       178 |  98690 |              67546 |   2.929e-02 |           49.1469 ‖
‖       179 |  99284 |              67950 |   2.928e-02 |           49.1383 ‖
‖       180 |  99666 |              68535 |   2.927e-02 |           49.1358 ‖
‖       181 | 100246 |              68927 |   2.926e-02 |           49.1301 ‖
‖       182 | 100801 |              69368 |   2.925e-02 |           49.0884 ‖
‖       183 | 101096 |              70040 |   2.924e-02 |           48.7880 ‖
‖       184 | 101311 |              70790 |   2.923e-02 |           48.5662 ‖
‖       185 | 101461 |              71588 |   2.922e-02 |           48.0188 ‖
‖       186 | 101809 |              72197 |   2.921e-02 |           47.9387 ‖
‖       187 | 102230 |              72765 |   2.920e-02 |           47.9315 ‖
‖       188 | 102563 |              73359 |   2.919e-02 |           47.9153 ‖
‖       189 | 103015 |              73889 |   2.919e-02 |           47.7086 ‖
‖       190 | 103555 |              74338 |   2.919e-02 |           47.6460 ‖
‖       191 | 103968 |              74889 |   2.920e-02 |           47.6249 ‖
‖       192 | 104642 |              75211 |   2.921e-02 |           47.6039 ‖
‖       193 | 105288 |              75562 |   2.922e-02 |           47.5944 ‖
‖       194 | 105828 |              76023 |   2.921e-02 |           47.5900 ‖
‖       195 | 106412 |              76396 |   2.921e-02 |           47.5828 ‖
‖       196 | 107052 |              76735 |   2.922e-02 |           47.5758 ‖
‖       197 | 107680 |              77106 |   2.922e-02 |           47.5715 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4197.vnnlib: unknown
--- Verification time: 20.0582 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (744/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_588.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_588.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_588.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.885e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_588.vnnlib: sat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (745/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5390.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5390.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5390.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.726e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.569e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.451e-02 |          100.0001 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.038 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5390.vnnlib: sat
--- Verification time: 0.0479 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (746/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1396.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1396.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1396.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.271e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.103e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.018e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   2.976e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   2.908e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   2.854e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   2.804e-02 |          100.0001 ‖
‖         8 |    126 |                  2 |   2.745e-02 |           96.8263 ‖
‖         9 |    234 |                 18 |   2.700e-02 |           90.5874 ‖
‖        10 |    445 |                 39 |   2.661e-02 |           85.7306 ‖
‖        11 |    846 |                 80 |   2.605e-02 |           80.5328 ‖
‖        12 |   1573 |                186 |   2.550e-02 |           75.4737 ‖
‖        13 |   2420 |                349 |   2.497e-02 |           71.0564 ‖
‖        14 |   3432 |                355 |   2.469e-02 |           71.0559 ‖
‖        15 |   4150 |                647 |   2.438e-02 |           67.3032 ‖
‖        16 |   5081 |                725 |   2.413e-02 |           66.4012 ‖
‖        17 |   6099 |                730 |   2.390e-02 |           66.3362 ‖
‖        18 |   7123 |                730 |   2.372e-02 |           66.3352 ‖
‖        19 |   8147 |                730 |   2.354e-02 |           66.3355 ‖
‖        20 |   8949 |                944 |   2.335e-02 |           65.0617 ‖
‖        21 |   9636 |               1257 |   2.314e-02 |           63.0037 ‖
‖        21 |   8612 |               1262 |   2.324e-02 |           58.7981 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.216 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1396.vnnlib: sat
--- Verification time: 1.2270 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (747/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6999.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6999.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6999.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.193e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.070e-02 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6999.vnnlib: sat
--- Verification time: 0.0327 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (748/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7862.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7862.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7862.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.416e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7862.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (749/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5803.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5803.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5803.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.995e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5803.vnnlib: sat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (750/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4392.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4392.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4392.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.972e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4392.vnnlib: sat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (751/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2545.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2545.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2545.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.888e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2545.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (752/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4356.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4356.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4356.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.585e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.414e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.240e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.155e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.046e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.903e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.806e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.721e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.624e-02 |           99.6336 ‖
‖        10 |    508 |                  3 |   3.537e-02 |           98.4918 ‖
‖        11 |    995 |                 22 |   3.467e-02 |           96.2909 ‖
‖        12 |   1924 |                 86 |   3.403e-02 |           92.8373 ‖
‖        13 |   2791 |                235 |   3.355e-02 |           88.2169 ‖
‖        14 |   3798 |                245 |   3.329e-02 |           88.1313 ‖
‖        15 |   4706 |                357 |   3.302e-02 |           86.7011 ‖
‖        16 |   5497 |                584 |   3.269e-02 |           83.4376 ‖
‖        17 |   6433 |                646 |   3.250e-02 |           83.0350 ‖
‖        18 |   7435 |                667 |   3.227e-02 |           82.6428 ‖
‖        19 |   8457 |                669 |   3.207e-02 |           82.5840 ‖
‖        20 |   9481 |                669 |   3.186e-02 |           82.5841 ‖
‖        21 |  10363 |                802 |   3.164e-02 |           81.7286 ‖
‖        22 |  11383 |                804 |   3.147e-02 |           81.7286 ‖
‖        23 |  12399 |                808 |   3.126e-02 |           81.7282 ‖
‖        24 |  13113 |               1117 |   3.099e-02 |           79.3734 ‖
‖        25 |  13886 |               1330 |   3.077e-02 |           78.2618 ‖
‖        26 |  14856 |               1382 |   3.054e-02 |           77.8410 ‖
‖        27 |  15836 |               1424 |   3.036e-02 |           77.4917 ‖
‖        28 |  16858 |               1425 |   3.018e-02 |           77.4917 ‖
‖        29 |  17801 |               1505 |   2.999e-02 |           76.8647 ‖
‖        30 |  18765 |               1561 |   2.983e-02 |           76.4506 ‖
‖        31 |  19785 |               1563 |   2.967e-02 |           76.4509 ‖
‖        32 |  20774 |               1596 |   2.949e-02 |           76.1693 ‖
‖        33 |  21779 |               1615 |   2.935e-02 |           75.9543 ‖
‖        34 |  22803 |               1615 |   2.919e-02 |           75.9542 ‖
‖        35 |  23823 |               1618 |   2.903e-02 |           75.9311 ‖
‖        36 |  24847 |               1618 |   2.890e-02 |           75.9308 ‖
‖        37 |  25871 |               1618 |   2.874e-02 |           75.9306 ‖
‖        38 |  26765 |               1742 |   2.856e-02 |           75.5884 ‖
‖        39 |  27767 |               1753 |   2.845e-02 |           75.5886 ‖
‖        40 |  28787 |               1755 |   2.827e-02 |           75.5887 ‖
‖        41 |  29811 |               1755 |   2.814e-02 |           75.5885 ‖
‖        42 |  30835 |               1755 |   2.803e-02 |           75.5896 ‖
‖        43 |  31859 |               1755 |   2.784e-02 |           75.5895 ‖
‖        44 |  32883 |               1755 |   2.777e-02 |           75.5896 ‖
‖        45 |  33907 |               1755 |   2.773e-02 |           75.5896 ‖
‖        46 |  34931 |               1755 |   2.767e-02 |           75.5898 ‖
‖        47 |  35586 |               2120 |   2.760e-02 |           74.3838 ‖
‖        48 |  36424 |               2244 |   2.756e-02 |           74.2468 ‖
‖        49 |  37290 |               2402 |   2.748e-02 |           73.6578 ‖
‖        50 |  38132 |               2553 |   2.744e-02 |           73.2716 ‖
‖        51 |  39152 |               2555 |   2.736e-02 |           73.2719 ‖
‖        52 |  40024 |               2695 |   2.730e-02 |           72.8019 ‖
‖        53 |  41044 |               2697 |   2.726e-02 |           72.8018 ‖
‖        54 |  42066 |               2698 |   2.716e-02 |           72.8015 ‖
‖        55 |  42919 |               2867 |   2.711e-02 |           72.2226 ‖
‖        56 |  43925 |               2876 |   2.707e-02 |           72.2228 ‖
‖        57 |  44949 |               2876 |   2.697e-02 |           72.2227 ‖
‖        58 |  45973 |               2876 |   2.693e-02 |           72.2234 ‖
‖        59 |  46997 |               2876 |   2.687e-02 |           72.2235 ‖
‖        60 |  48001 |               2895 |   2.676e-02 |           72.1544 ‖
‖        61 |  48836 |               3070 |   2.669e-02 |           71.5631 ‖
‖        62 |  49858 |               3071 |   2.661e-02 |           71.5632 ‖
‖        63 |  50821 |               3132 |   2.649e-02 |           71.3243 ‖
‖        64 |  51711 |               3263 |   2.643e-02 |           70.8826 ‖
‖        65 |  52716 |               3274 |   2.634e-02 |           70.8826 ‖
‖        66 |  53732 |               3282 |   2.623e-02 |           70.8827 ‖
‖        67 |  54738 |               3300 |   2.617e-02 |           70.8828 ‖
‖        68 |  55672 |               3376 |   2.608e-02 |           70.8829 ‖
‖        69 |  56474 |               3581 |   2.598e-02 |           70.5872 ‖
‖        70 |  57169 |               3884 |   2.595e-02 |           70.3600 ‖
‖        71 |  57867 |               4176 |   2.591e-02 |           70.3601 ‖
‖        72 |  58484 |               4549 |   2.587e-02 |           70.1503 ‖
‖        73 |  58931 |               5079 |   2.590e-02 |           69.7562 ‖
‖        74 |  59462 |               5478 |   2.590e-02 |           69.6728 ‖
‖        75 |  60208 |               5715 |   2.589e-02 |           69.5828 ‖
‖        76 |  61089 |               5832 |   2.590e-02 |           69.5576 ‖
‖        77 |  62064 |               5870 |   2.585e-02 |           69.5579 ‖
‖        78 |  63038 |               5915 |   2.580e-02 |           69.4579 ‖
‖        79 |  64041 |               5932 |   2.578e-02 |           69.4320 ‖
‖        80 |  65058 |               5938 |   2.572e-02 |           69.4323 ‖
‖        81 |  66080 |               5940 |   2.567e-02 |           69.4272 ‖
‖        82 |  67103 |               5941 |   2.565e-02 |           69.4276 ‖
‖        83 |  68126 |               5942 |   2.559e-02 |           69.4280 ‖
‖        84 |  69148 |               5944 |   2.553e-02 |           69.4281 ‖
‖        85 |  70172 |               5944 |   2.549e-02 |           69.4281 ‖
‖        86 |  71196 |               5944 |   2.542e-02 |           69.4283 ‖
‖        87 |  72114 |               6045 |   2.535e-02 |           69.2299 ‖
‖        88 |  73108 |               6062 |   2.532e-02 |           69.2126 ‖
‖        89 |  74130 |               6063 |   2.525e-02 |           69.2126 ‖
‖        90 |  75152 |               6065 |   2.522e-02 |           69.1954 ‖
‖        91 |  76176 |               6065 |   2.520e-02 |           69.1956 ‖
‖        92 |  77200 |               6065 |   2.513e-02 |           69.1957 ‖
‖        93 |  78224 |               6065 |   2.508e-02 |           69.1957 ‖
‖        94 |  79248 |               6065 |   2.504e-02 |           69.1954 ‖
‖        95 |  80272 |               6065 |   2.496e-02 |           69.1953 ‖
‖        96 |  81285 |               6076 |   2.493e-02 |           69.1411 ‖
‖        97 |  82308 |               6077 |   2.490e-02 |           69.1379 ‖
‖        98 |  83332 |               6077 |   2.483e-02 |           69.1377 ‖
‖        99 |  84356 |               6077 |   2.481e-02 |           69.1374 ‖
‖       100 |  85380 |               6077 |   2.480e-02 |           69.1373 ‖
‖       101 |  86404 |               6077 |   2.472e-02 |           69.1367 ‖
‖       102 |  87428 |               6077 |   2.467e-02 |           69.1374 ‖
‖       103 |  88452 |               6077 |   2.458e-02 |           69.1374 ‖
‖       104 |  89476 |               6077 |   2.455e-02 |           69.1330 ‖
‖       105 |  90500 |               6077 |   2.455e-02 |           69.1329 ‖
‖       106 |  91524 |               6077 |   2.454e-02 |           69.1331 ‖
‖       107 |  92548 |               6077 |   2.450e-02 |           69.1331 ‖
‖       108 |  93560 |               6089 |   2.449e-02 |           69.1330 ‖
‖       109 |  94535 |               6138 |   2.449e-02 |           69.1329 ‖
‖       110 |  95433 |               6258 |   2.444e-02 |           69.1330 ‖
‖       111 |  96272 |               6433 |   2.443e-02 |           69.1331 ‖
‖       112 |  97198 |               6523 |   2.441e-02 |           69.1331 ‖
‖       113 |  98179 |               6566 |   2.439e-02 |           69.1330 ‖
‖       114 |  98732 |               7013 |   2.435e-02 |           68.4581 ‖
‖       115 |  99684 |               7049 |   2.431e-02 |           68.4580 ‖
‖       116 | 100663 |               7091 |   2.429e-02 |           68.3900 ‖
‖       117 | 101683 |               7093 |   2.427e-02 |           68.3900 ‖
‖       118 | 102705 |               7095 |   2.423e-02 |           68.3900 ‖
‖       119 | 103462 |               7330 |   2.418e-02 |           68.0537 ‖
‖       120 | 104475 |               7340 |   2.414e-02 |           68.0536 ‖
‖       121 | 105403 |               7434 |   2.410e-02 |           67.8839 ‖
‖       122 | 106171 |               7674 |   2.406e-02 |           67.5121 ‖
‖       123 | 107127 |               7721 |   2.403e-02 |           67.5121 ‖
‖       124 | 108071 |               7797 |   2.398e-02 |           67.5120 ‖
‖       125 | 109053 |               7837 |   2.393e-02 |           67.5120 ‖
‖       126 | 110059 |               7852 |   2.387e-02 |           67.5120 ‖
‖       127 | 110815 |               8107 |   2.380e-02 |           67.1172 ‖
‖       128 | 111815 |               8119 |   2.376e-02 |           67.1172 ‖
‖       129 | 112839 |               8119 |   2.369e-02 |           67.1172 ‖
‖       130 | 113863 |               8119 |   2.364e-02 |           67.1171 ‖
‖       131 | 114885 |               8121 |   2.360e-02 |           67.1171 ‖
‖       132 | 115906 |               8123 |   2.353e-02 |           67.1171 ‖
‖       133 | 116920 |               8132 |   2.346e-02 |           67.1172 ‖
‖       134 | 117806 |               8270 |   2.342e-02 |           67.1172 ‖
‖       135 | 118534 |               8523 |   2.341e-02 |           67.1171 ‖
‖       136 | 119045 |               9001 |   2.341e-02 |           66.6165 ‖
‖       137 | 119787 |               9231 |   2.342e-02 |           66.4522 ‖
‖       138 | 120734 |               9301 |   2.341e-02 |           66.4470 ‖
‖       139 | 121697 |               9358 |   2.342e-02 |           66.4385 ‖
‖       140 | 122678 |               9400 |   2.343e-02 |           66.4385 ‖
‖       141 | 123680 |               9420 |   2.340e-02 |           66.4384 ‖
‖       142 | 124681 |               9442 |   2.339e-02 |           66.4384 ‖
‖       143 | 125690 |               9455 |   2.337e-02 |           66.4385 ‖
‖       144 | 126704 |               9464 |   2.334e-02 |           66.4385 ‖
‖       145 | 127716 |               9476 |   2.335e-02 |           66.4385 ‖
‖       146 | 128721 |               9494 |   2.334e-02 |           66.4384 ‖
‖       147 | 129733 |               9506 |   2.331e-02 |           66.4385 ‖
‖       148 | 130743 |               9518 |   2.331e-02 |           66.4384 ‖
‖       149 | 131722 |               9559 |   2.330e-02 |           66.4385 ‖
‖       150 | 132641 |               9660 |   2.326e-02 |           66.3661 ‖
‖       151 | 133585 |               9734 |   2.324e-02 |           66.3660 ‖
‖       152 | 134529 |               9798 |   2.322e-02 |           66.3660 ‖
‖       153 | 135357 |               9987 |   2.319e-02 |           66.1583 ‖
‖       154 | 136001 |              10328 |   2.317e-02 |           65.8116 ‖
‖       155 | 136935 |              10401 |   2.316e-02 |           65.8116 ‖
‖       156 | 137886 |              10469 |   2.312e-02 |           65.8116 ‖
‖       157 | 138856 |              10518 |   2.312e-02 |           65.8116 ‖
‖       158 | 139809 |              10585 |   2.310e-02 |           65.8116 ‖
‖       159 | 140547 |              10854 |   2.307e-02 |           65.6255 ‖
‖       160 | 141379 |              11031 |   2.304e-02 |           65.6255 ‖
‖       161 | 142196 |              11219 |   2.303e-02 |           65.6255 ‖
‖       162 | 142751 |              11658 |   2.301e-02 |           65.2156 ‖
‖       163 | 143428 |              11965 |   2.301e-02 |           64.9921 ‖
‖       164 | 144169 |              12225 |   2.298e-02 |           64.9921 ‖
‖       165 | 144851 |              12532 |   2.300e-02 |           64.9921 ‖
‖       166 | 145526 |              12845 |   2.298e-02 |           64.9921 ‖
‖       167 | 146198 |              13157 |   2.296e-02 |           64.9921 ‖
‖       168 | 146866 |              13488 |   2.296e-02 |           64.9921 ‖
‖       169 | 147573 |              13755 |   2.295e-02 |           64.9921 ‖
‖       170 | 148306 |              14029 |   2.293e-02 |           64.9921 ‖
‖       171 | 149051 |              14292 |   2.294e-02 |           64.9921 ‖
‖       172 | 149692 |              14649 |   2.294e-02 |           64.9920 ‖
‖       173 | 150321 |              14977 |   2.293e-02 |           64.9921 ‖
‖       174 | 151001 |              15284 |   2.293e-02 |           64.9921 ‖
‖       175 | 151770 |              15502 |   2.293e-02 |           64.9921 ‖
‖       176 | 152447 |              15835 |   2.291e-02 |           64.8343 ‖
‖       177 | 153115 |              16143 |   2.288e-02 |           64.7233 ‖
‖       178 | 153915 |              16335 |   2.287e-02 |           64.7232 ‖
‖       179 | 154529 |              16727 |   2.286e-02 |           64.4068 ‖
‖       180 | 155339 |              16919 |   2.286e-02 |           64.3583 ‖
‖       181 | 156169 |              17094 |   2.285e-02 |           64.3583 ‖
‖       182 | 157013 |              17254 |   2.285e-02 |           64.3583 ‖
‖       183 | 157869 |              17401 |   2.283e-02 |           64.3583 ‖
‖       184 | 158521 |              17749 |   2.282e-02 |           63.9790 ‖
‖       185 | 159463 |              17818 |   2.280e-02 |           63.9790 ‖
‖       186 | 160256 |              18045 |   2.280e-02 |           63.6371 ‖
‖       187 | 161104 |              18216 |   2.280e-02 |           63.3820 ‖
‖       188 | 162004 |              18323 |   2.279e-02 |           63.1896 ‖
‖       189 | 162998 |              18349 |   2.276e-02 |           63.1881 ‖
‖       190 | 163917 |              18452 |   2.275e-02 |           62.9782 ‖
‖       191 | 164906 |              18484 |   2.273e-02 |           62.9676 ‖
‖       192 | 165888 |              18524 |   2.272e-02 |           62.8921 ‖
‖       193 | 166877 |              18558 |   2.272e-02 |           62.8441 ‖
‖       194 | 167898 |              18560 |   2.272e-02 |           62.8441 ‖
‖       195 | 168917 |              18565 |   2.271e-02 |           62.8441 ‖
‖       196 | 169939 |              18566 |   2.271e-02 |           62.8441 ‖
‖       197 | 170963 |              18566 |   2.269e-02 |           62.8441 ‖
‖       198 | 171861 |              18692 |   2.268e-02 |           62.5990 ‖
‖       199 | 172867 |              18707 |   2.266e-02 |           62.5858 ‖
‖       200 | 173891 |              18707 |   2.264e-02 |           62.5858 ‖
‖       201 | 174870 |              18752 |   2.264e-02 |           62.4982 ‖
‖       202 | 175889 |              18755 |   2.264e-02 |           62.4957 ‖
‖       203 | 176913 |              18755 |   2.262e-02 |           62.4957 ‖
‖       204 | 177937 |              18755 |   2.261e-02 |           62.4957 ‖
‖       205 | 178961 |              18755 |   2.260e-02 |           62.4957 ‖
‖       206 | 179985 |              18755 |   2.257e-02 |           62.4957 ‖
‖       207 | 180975 |              18789 |   2.258e-02 |           62.4204 ‖
‖       208 | 181999 |              18789 |   2.255e-02 |           62.4204 ‖
‖       209 | 183023 |              18789 |   2.253e-02 |           62.4204 ‖
‖       210 | 184046 |              18790 |   2.253e-02 |           62.4164 ‖
‖       211 | 185070 |              18790 |   2.254e-02 |           62.4164 ‖
‖       212 | 186094 |              18790 |   2.252e-02 |           62.4164 ‖
‖       213 | 187118 |              18790 |   2.252e-02 |           62.4164 ‖
‖       214 | 188142 |              18790 |   2.250e-02 |           62.4164 ‖
‖       215 | 189166 |              18790 |   2.248e-02 |           62.4164 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4356.vnnlib: unknown
--- Verification time: 20.0277 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (753/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5392.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5392.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5392.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.479e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.397e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.320e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.279e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.158e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.059e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.013e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   2.973e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   2.928e-02 |          100.0002 ‖
‖        10 |    510 |                  2 |   2.864e-02 |           99.4655 ‖
‖        11 |   1001 |                 21 |   2.796e-02 |           97.0534 ‖
‖        12 |   1924 |                 93 |   2.740e-02 |           93.1529 ‖
‖        13 |   2732 |                304 |   2.684e-02 |           87.2838 ‖
‖        14 |   3737 |                318 |   2.655e-02 |           87.0569 ‖
‖        15 |   4537 |                537 |   2.626e-02 |           84.3856 ‖
‖        16 |   5217 |                867 |   2.594e-02 |           79.5885 ‖
‖        17 |   6191 |                897 |   2.574e-02 |           79.4411 ‖
‖        18 |   7157 |                954 |   2.549e-02 |           78.4250 ‖
‖        19 |   8181 |                954 |   2.528e-02 |           78.4249 ‖
‖        20 |   9198 |                961 |   2.509e-02 |           78.3367 ‖
‖        21 |  10149 |               1022 |   2.492e-02 |           77.9583 ‖
‖        22 |  11173 |               1022 |   2.475e-02 |           77.9580 ‖
‖        23 |  12055 |               1159 |   2.456e-02 |           77.1944 ‖
‖        24 |  12399 |               1818 |   2.431e-02 |           72.8625 ‖
‖        25 |  13318 |               1887 |   2.417e-02 |           72.5883 ‖
‖        26 |  14223 |               2001 |   2.400e-02 |           71.6563 ‖
‖        27 |  15247 |               2001 |   2.386e-02 |           71.6562 ‖
‖        28 |  16271 |               2001 |   2.370e-02 |           71.6562 ‖
‖        29 |  16959 |               2325 |   2.353e-02 |           69.2571 ‖
‖        30 |  17946 |               2351 |   2.339e-02 |           69.1183 ‖
‖        31 |  18966 |               2353 |   2.323e-02 |           69.1182 ‖
‖        32 |  19976 |               2367 |   2.312e-02 |           68.9421 ‖
‖        33 |  21000 |               2367 |   2.301e-02 |           68.9418 ‖
‖        34 |  22024 |               2367 |   2.284e-02 |           68.9420 ‖
‖        35 |  23048 |               2367 |   2.272e-02 |           68.9418 ‖
‖        36 |  24072 |               2367 |   2.260e-02 |           68.9416 ‖
‖        37 |  25073 |               2390 |   2.244e-02 |           68.7736 ‖
‖        38 |  26022 |               2464 |   2.234e-02 |           68.3870 ‖
‖        39 |  27032 |               2475 |   2.222e-02 |           68.3519 ‖
‖        40 |  28056 |               2475 |   2.208e-02 |           68.3517 ‖
‖        41 |  29080 |               2475 |   2.198e-02 |           68.3517 ‖
‖        42 |  30103 |               2476 |   2.186e-02 |           68.3516 ‖
‖        43 |  31036 |               2563 |   2.173e-02 |           68.2453 ‖
‖        44 |  31870 |               2733 |   2.167e-02 |           68.2452 ‖
‖        45 |  32642 |               2961 |   2.160e-02 |           68.2453 ‖
‖        46 |  33088 |               3484 |   2.148e-02 |           67.1210 ‖
‖        47 |  33809 |               3726 |   2.135e-02 |           66.8098 ‖
‖        48 |  34541 |               4007 |   2.124e-02 |           66.0570 ‖
‖        49 |  35455 |               4106 |   2.117e-02 |           66.0525 ‖
‖        50 |  36314 |               4253 |   2.106e-02 |           66.0522 ‖
‖        51 |  36515 |               5037 |   2.097e-02 |           64.2555 ‖
‖        52 |  37142 |               5369 |   2.094e-02 |           64.2069 ‖
‖        53 |  37768 |               5723 |   2.090e-02 |           64.2070 ‖
‖        54 |  38371 |               6101 |   2.091e-02 |           64.2072 ‖
‖        55 |  38870 |               6570 |   2.093e-02 |           64.2071 ‖
‖        56 |  39265 |               7110 |   2.095e-02 |           64.2072 ‖
‖        57 |  39826 |               7495 |   2.099e-02 |           64.2070 ‖
‖        58 |  40522 |               7776 |   2.101e-02 |           64.2069 ‖
‖        59 |  41148 |               8132 |   2.097e-02 |           63.7146 ‖
‖        60 |  41351 |               8872 |   2.091e-02 |           61.8034 ‖
‖        61 |  42285 |               8949 |   2.085e-02 |           61.8035 ‖
‖        62 |  43069 |               9179 |   2.082e-02 |           61.1258 ‖
‖        63 |  44055 |               9213 |   2.080e-02 |           61.1258 ‖
‖        64 |  45010 |               9277 |   2.072e-02 |           61.1259 ‖
‖        65 |  45927 |               9379 |   2.070e-02 |           61.1245 ‖
‖        66 |  46797 |               9523 |   2.067e-02 |           61.1247 ‖
‖        67 |  47596 |               9731 |   2.060e-02 |           61.1247 ‖
‖        68 |  48013 |              10306 |   2.057e-02 |           60.0926 ‖
‖        69 |  48576 |              10742 |   2.057e-02 |           59.6350 ‖
‖        70 |  49118 |              11191 |   2.053e-02 |           59.6350 ‖
‖        71 |  49681 |              11616 |   2.055e-02 |           59.5689 ‖
‖        72 |  50345 |              11930 |   2.057e-02 |           59.5667 ‖
‖        73 |  51135 |              12139 |   2.051e-02 |           59.5667 ‖
‖        74 |  52036 |              12248 |   2.048e-02 |           59.5668 ‖
‖        75 |  52993 |              12311 |   2.045e-02 |           59.5670 ‖
‖        76 |  53883 |              12442 |   2.037e-02 |           59.5670 ‖
‖        77 |  54686 |              12652 |   2.036e-02 |           59.5659 ‖
‖        78 |  55396 |              12958 |   2.037e-02 |           59.5657 ‖
‖        79 |  56007 |              13359 |   2.031e-02 |           59.5657 ‖
‖        80 |  56691 |              13679 |   2.032e-02 |           59.5654 ‖
‖        81 |  57469 |              13912 |   2.032e-02 |           59.5653 ‖
‖        82 |  58348 |              14052 |   2.024e-02 |           59.5653 ‖
‖        83 |  59267 |              14146 |   2.021e-02 |           59.5109 ‖
‖        84 |  60163 |              14268 |   2.018e-02 |           59.5107 ‖
‖        85 |  60971 |              14462 |   2.010e-02 |           59.4629 ‖
‖        86 |  61378 |              15068 |   2.006e-02 |           57.9118 ‖
‖        87 |  62213 |              15244 |   2.003e-02 |           57.7186 ‖
‖        88 |  63003 |              15470 |   1.997e-02 |           57.7176 ‖
‖        89 |  63886 |              15606 |   1.997e-02 |           57.7069 ‖
‖        90 |  64657 |              15842 |   1.994e-02 |           57.7068 ‖
‖        91 |  65409 |              16073 |   1.988e-02 |           57.6802 ‖
‖        92 |  66187 |              16311 |   1.987e-02 |           57.6780 ‖
‖        93 |  66920 |              16564 |   1.984e-02 |           57.6779 ‖
‖        94 |  67576 |              16912 |   1.980e-02 |           57.6779 ‖
‖        95 |  68342 |              17133 |   1.980e-02 |           57.6742 ‖
‖        96 |  69087 |              17384 |   1.979e-02 |           57.6742 ‖
‖        97 |  69849 |              17614 |   1.974e-02 |           57.6741 ‖
‖        98 |  70578 |              17882 |   1.974e-02 |           57.6740 ‖
‖        99 |  71368 |              18088 |   1.971e-02 |           57.6741 ‖
‖       100 |  72064 |              18381 |   1.965e-02 |           57.4681 ‖
‖       101 |  72829 |              18606 |   1.963e-02 |           57.4683 ‖
‖       102 |  73504 |              18926 |   1.961e-02 |           57.4686 ‖
‖       103 |  74089 |              19294 |   1.958e-02 |           57.4686 ‖
‖       104 |  74729 |              19639 |   1.959e-02 |           57.4689 ‖
‖       105 |  75213 |              20137 |   1.958e-02 |           57.4690 ‖
‖       106 |  75739 |              20573 |   1.958e-02 |           57.4688 ‖
‖       107 |  76264 |              21029 |   1.959e-02 |           57.4688 ‖
‖       108 |  76474 |              21752 |   1.959e-02 |           57.4569 ‖
‖       109 |  76874 |              22283 |   1.960e-02 |           57.4571 ‖
‖       110 |  77157 |              22946 |   1.958e-02 |           57.4367 ‖
‖       111 |  77605 |              23431 |   1.959e-02 |           57.4364 ‖
‖       112 |  77915 |              24088 |   1.958e-02 |           57.4363 ‖
‖       113 |  77792 |              25138 |   1.957e-02 |           56.5610 ‖
‖       114 |  77895 |              25957 |   1.957e-02 |           56.3761 ‖
‖       115 |  78009 |              26765 |   1.959e-02 |           56.2699 ‖
‖       116 |  78306 |              27414 |   1.961e-02 |           56.0274 ‖
‖       117 |  78556 |              28102 |   1.962e-02 |           56.0229 ‖
‖       118 |  78825 |              28741 |   1.963e-02 |           56.0230 ‖
‖       119 |  79230 |              29281 |   1.964e-02 |           56.0231 ‖
‖       120 |  79399 |              30077 |   1.963e-02 |           55.9323 ‖
‖       121 |  79246 |              31074 |   1.964e-02 |           55.4086 ‖
‖       122 |  79443 |              31826 |   1.965e-02 |           55.2042 ‖
‖       123 |  79847 |              32348 |   1.967e-02 |           55.2042 ‖
‖       124 |  80194 |              32950 |   1.969e-02 |           55.2042 ‖
‖       125 |  80622 |              33438 |   1.969e-02 |           55.2044 ‖
‖       126 |  81058 |              33931 |   1.971e-02 |           55.2044 ‖
‖       127 |  81737 |              34221 |   1.974e-02 |           55.2031 ‖
‖       128 |  82419 |              34502 |   1.976e-02 |           55.2030 ‖
‖       129 |  83254 |              34665 |   1.978e-02 |           55.2031 ‖
‖       130 |  84147 |              34770 |   1.978e-02 |           55.2030 ‖
‖       131 |  85094 |              34834 |   1.977e-02 |           55.2028 ‖
‖       132 |  86049 |              34893 |   1.975e-02 |           55.2026 ‖
‖       133 |  86997 |              34966 |   1.975e-02 |           55.2024 ‖
‖       134 |  87901 |              35080 |   1.974e-02 |           55.2026 ‖
‖       135 |  88756 |              35235 |   1.974e-02 |           55.2028 ‖
‖       136 |  89498 |              35490 |   1.972e-02 |           55.2060 ‖
‖       137 |  89962 |              36000 |   1.970e-02 |           55.0823 ‖
‖       138 |  90414 |              36515 |   1.969e-02 |           55.0823 ‖
‖       139 |  90535 |              37304 |   1.969e-02 |           54.5609 ‖
‖       140 |  91359 |              37469 |   1.967e-02 |           54.5609 ‖
‖       141 |  92280 |              37560 |   1.965e-02 |           54.5609 ‖
‖       142 |  93163 |              37686 |   1.962e-02 |           54.5609 ‖
‖       143 |  93709 |              38138 |   1.960e-02 |           54.0905 ‖
‖       144 |  94255 |              38575 |   1.959e-02 |           53.7793 ‖
‖       145 |  94973 |              38858 |   1.956e-02 |           53.7793 ‖
‖       146 |  95649 |              39178 |   1.956e-02 |           53.7739 ‖
‖       147 |  96185 |              39629 |   1.957e-02 |           53.7738 ‖
‖       148 |  96482 |              40292 |   1.956e-02 |           53.7737 ‖
‖       149 |  97054 |              40687 |   1.955e-02 |           53.7737 ‖
‖       150 |  97707 |              41028 |   1.953e-02 |           53.7736 ‖
‖       151 |  98236 |              41492 |   1.951e-02 |           53.7409 ‖
‖       152 |  98913 |              41801 |   1.952e-02 |           53.7408 ‖
‖       153 |  99553 |              42149 |   1.952e-02 |           53.7408 ‖
‖       154 | 100003 |              42693 |   1.951e-02 |           53.7408 ‖
‖       155 | 100591 |              43082 |   1.951e-02 |           53.7408 ‖
‖       156 | 101044 |              43595 |   1.951e-02 |           53.7408 ‖
‖       157 | 101402 |              44216 |   1.950e-02 |           53.7408 ‖
‖       158 | 101858 |              44730 |   1.948e-02 |           53.7408 ‖
‖       159 | 102283 |              45270 |   1.947e-02 |           53.6972 ‖
‖       160 | 102350 |              46182 |   1.946e-02 |           52.9567 ‖
‖       161 | 102311 |              47124 |   1.945e-02 |           52.4521 ‖
‖       162 | 102460 |              47947 |   1.944e-02 |           51.6420 ‖
‖       163 | 102757 |              48616 |   1.942e-02 |           51.1548 ‖
‖       164 | 103474 |              48889 |   1.939e-02 |           51.1548 ‖
‖       165 | 104071 |              49282 |   1.937e-02 |           51.0808 ‖
‖       166 | 104378 |              49967 |   1.937e-02 |           50.7074 ‖
‖       167 | 104532 |              50761 |   1.938e-02 |           50.3867 ‖
‖       168 | 104735 |              51495 |   1.939e-02 |           50.1696 ‖
‖       169 | 105090 |              52066 |   1.941e-02 |           49.9521 ‖
‖       170 | 105588 |              52501 |   1.941e-02 |           49.8899 ‖
‖       171 | 106274 |              52803 |   1.938e-02 |           49.8899 ‖
‖       172 | 107036 |              53045 |   1.936e-02 |           49.8890 ‖
‖       173 | 107923 |              53162 |   1.935e-02 |           49.8891 ‖
‖       174 | 108716 |              53377 |   1.935e-02 |           49.8892 ‖
‖       175 | 109389 |              53708 |   1.933e-02 |           49.8892 ‖
‖       176 | 110071 |              54017 |   1.933e-02 |           49.8893 ‖
‖       177 | 110559 |              54522 |   1.932e-02 |           49.8893 ‖
‖       178 | 110816 |              55239 |   1.931e-02 |           49.8893 ‖
‖       179 | 111335 |              55693 |   1.929e-02 |           49.8893 ‖
‖       180 | 111872 |              56161 |   1.927e-02 |           49.8893 ‖
‖       181 | 112496 |              56528 |   1.927e-02 |           49.8166 ‖
‖       182 | 113266 |              56765 |   1.927e-02 |           49.8163 ‖
‖       183 | 113771 |              57241 |   1.926e-02 |           49.7368 ‖
‖       184 | 114549 |              57469 |   1.926e-02 |           49.6901 ‖
‖       185 | 115204 |              57822 |   1.926e-02 |           49.6366 ‖
‖       186 | 115385 |              58550 |   1.925e-02 |           49.6366 ‖
‖       187 | 115897 |              58988 |   1.923e-02 |           49.6366 ‖
‖       188 | 116720 |              59171 |   1.923e-02 |           49.6348 ‖
‖       189 | 117635 |              59270 |   1.923e-02 |           49.6348 ‖
‖       190 | 118374 |              59529 |   1.922e-02 |           49.6327 ‖
‖       191 | 119172 |              59745 |   1.922e-02 |           49.6327 ‖
‖       192 | 119657 |              60245 |   1.922e-02 |           49.6327 ‖
‖       193 | 119901 |              60931 |   1.921e-02 |           49.6327 ‖
‖       194 | 120361 |              61469 |   1.919e-02 |           49.6327 ‖
‖       195 | 121072 |              61761 |   1.916e-02 |           49.6327 ‖
‖       196 | 121911 |              61924 |   1.916e-02 |           49.6326 ‖
‖       197 | 122684 |              62166 |   1.915e-02 |           49.6325 ‖
‖       198 | 123153 |              62668 |   1.913e-02 |           49.6325 ‖
‖       199 | 123720 |              63110 |   1.913e-02 |           49.6324 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.082 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5392.vnnlib: unknown
--- Verification time: 20.0980 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (754/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3765.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3765.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3765.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.662e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3765.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (755/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5064.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5064.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5064.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.091e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5064.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (756/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4825.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4825.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4825.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.850e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4825.vnnlib: unsat
--- Verification time: 0.0309 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (757/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6754.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6754.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6754.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.328e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6754.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (758/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2806.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2806.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2806.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.803e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.724e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.613e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.514e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.405e-02 |           93.0857 ‖
‖         6 |     26 |                  5 |   3.384e-02 |           76.2005 ‖
‖         7 |     43 |                 13 |   3.168e-02 |           60.7596 ‖
‖         8 |     66 |                 29 |   3.153e-02 |           44.0950 ‖
‖         9 |     86 |                 67 |   3.113e-02 |           28.5685 ‖
‖        10 |    109 |                120 |   3.035e-02 |           18.0252 ‖
‖        11 |    114 |                211 |   2.951e-02 |            8.9329 ‖
‖        12 |    114 |                304 |   2.787e-02 |            3.6316 ‖
‖        13 |     45 |                463 |   2.802e-02 |            0.7916 ‖
‖        14 |     10 |                534 |   2.647e-02 |            0.0844 ‖
‖        15 |      4 |                548 |   2.404e-02 |            0.0057 ‖
‖        16 |      0 |                554 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.459 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2806.vnnlib: unsat
--- Verification time: 0.4696 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (759/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2921.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2921.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2921.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.320e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.154e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.036e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.929e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.803e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.717e-02 |           99.3478 ‖
‖         7 |     62 |                  2 |   4.594e-02 |           94.9042 ‖
‖         8 |    118 |                  7 |   4.514e-02 |           89.7184 ‖
‖         9 |    218 |                 23 |   4.422e-02 |           83.4365 ‖
‖        10 |    386 |                 71 |   4.321e-02 |           72.5546 ‖
‖        11 |    673 |                163 |   4.240e-02 |           63.5051 ‖
‖        12 |   1146 |                350 |   4.175e-02 |           53.8394 ‖
‖        13 |   1813 |                684 |   4.053e-02 |           44.7221 ‖
‖        14 |   2302 |               1167 |   4.010e-02 |           38.2675 ‖
‖        15 |   3067 |               1401 |   3.944e-02 |           35.1698 ‖
‖        16 |   3669 |               1789 |   3.902e-02 |           32.5230 ‖
‖        17 |   4455 |               1995 |   3.858e-02 |           30.9348 ‖
‖        18 |   5197 |               2250 |   3.818e-02 |           29.4344 ‖
‖        19 |   5767 |               2692 |   3.765e-02 |           26.5594 ‖
‖        20 |   6551 |               2909 |   3.733e-02 |           26.1662 ‖
‖        21 |   7140 |               3311 |   3.700e-02 |           24.8866 ‖
‖        22 |   7531 |               3902 |   3.688e-02 |           24.3768 ‖
‖        23 |   8086 |               4332 |   3.672e-02 |           23.4235 ‖
‖        24 |   8543 |               4883 |   3.649e-02 |           21.8782 ‖
‖        25 |   8904 |               5489 |   3.640e-02 |           21.4880 ‖
‖        26 |   9300 |               6092 |   3.618e-02 |           20.8912 ‖
‖        27 |   9735 |               6638 |   3.612e-02 |           20.4955 ‖
‖        28 |  10055 |               7282 |   3.601e-02 |           20.1302 ‖
‖        29 |   9981 |               8339 |   3.577e-02 |           17.9915 ‖
‖        30 |   9907 |               9311 |   3.566e-02 |           17.3097 ‖
‖        31 |  10117 |              10056 |   3.554e-02 |           16.6028 ‖
‖        32 |  10308 |              10813 |   3.548e-02 |           16.2057 ‖
‖        33 |  10525 |              11574 |   3.536e-02 |           15.9219 ‖
‖        34 |  10584 |              12472 |   3.521e-02 |           14.5061 ‖
‖        35 |  10455 |              13516 |   3.511e-02 |           13.6099 ‖
‖        36 |  10384 |              14540 |   3.502e-02 |           12.6385 ‖
‖        37 |  10662 |              15228 |   3.492e-02 |           12.2267 ‖
‖        38 |  10575 |              16237 |   3.483e-02 |           11.4202 ‖
‖        39 |  10442 |              17331 |   3.466e-02 |           10.0885 ‖
‖        40 |  10233 |              18461 |   3.455e-02 |            9.0251 ‖
‖        41 |  10107 |              19532 |   3.439e-02 |            8.1924 ‖
‖        42 |   9943 |              20639 |   3.427e-02 |            7.7151 ‖
‖        43 |  10015 |              21497 |   3.416e-02 |            7.5379 ‖
‖        44 |  10271 |              22181 |   3.408e-02 |            7.3023 ‖
‖        45 |  10773 |              22672 |   3.397e-02 |            6.7221 ‖
‖        46 |  10826 |              23572 |   3.386e-02 |            6.3171 ‖
‖        47 |  10803 |              24502 |   3.381e-02 |            6.0602 ‖
‖        48 |  10685 |              25560 |   3.366e-02 |            5.5055 ‖
‖        49 |  10413 |              26725 |   3.360e-02 |            5.2347 ‖
‖        50 |  10234 |              27815 |   3.347e-02 |            4.7352 ‖
‖        51 |   9917 |              29021 |   3.335e-02 |            4.2939 ‖
‖        52 |   9766 |              30076 |   3.327e-02 |            4.0261 ‖
‖        53 |   9376 |              31344 |   3.323e-02 |            3.8547 ‖
‖        54 |   9080 |              32554 |   3.312e-02 |            3.2709 ‖
‖        55 |   8662 |              33807 |   3.313e-02 |            2.8630 ‖
‖        56 |   8326 |              35063 |   3.301e-02 |            2.4566 ‖
‖        57 |   8199 |              36094 |   3.291e-02 |            2.2531 ‖
‖        58 |   8222 |              36973 |   3.292e-02 |            2.1291 ‖
‖        59 |   8212 |              37870 |   3.288e-02 |            1.9414 ‖
‖        60 |   8212 |              38754 |   3.285e-02 |            1.7533 ‖
‖        61 |   8048 |              39863 |   3.273e-02 |            1.6335 ‖
‖        62 |   8076 |              40768 |   3.264e-02 |            1.5303 ‖
‖        63 |   7861 |              41908 |   3.249e-02 |            1.4657 ‖
‖        64 |   7632 |              43032 |   3.243e-02 |            1.4041 ‖
‖        65 |   7476 |              44113 |   3.225e-02 |            1.1381 ‖
‖        66 |   7144 |              45345 |   3.210e-02 |            0.9722 ‖
‖        67 |   6738 |              46653 |   3.196e-02 |            0.8946 ‖
‖        68 |   6329 |              47939 |   3.187e-02 |            0.8238 ‖
‖        69 |   5849 |              49227 |   3.192e-02 |            0.7609 ‖
‖        70 |   5379 |              50546 |   3.197e-02 |            0.6099 ‖
‖        71 |   4913 |              51893 |   3.190e-02 |            0.5215 ‖
‖        72 |   4438 |              53233 |   3.192e-02 |            0.4372 ‖
‖        73 |   3954 |              54622 |   3.169e-02 |            0.3679 ‖
‖        74 |   3512 |              55956 |   3.141e-02 |            0.3122 ‖
‖        75 |   3104 |              57238 |   3.116e-02 |            0.2402 ‖
‖        76 |   2613 |              58590 |   3.079e-02 |            0.1838 ‖
‖        77 |   2095 |              59954 |   3.050e-02 |            0.1163 ‖
‖        78 |   1579 |              61329 |   3.007e-02 |            0.0695 ‖
‖        79 |   1087 |              62670 |   2.950e-02 |            0.0411 ‖
‖        80 |    583 |              64033 |   2.831e-02 |            0.0111 ‖
‖        81 |    217 |              64819 |   2.765e-02 |            0.0022 ‖
‖        82 |     64 |              65120 |   2.593e-02 |            0.0003 ‖
‖        83 |     13 |              65209 |   2.330e-02 |            0.0000 ‖
‖        84 |      2 |              65226 |   2.638e-02 |            0.0000 ‖
‖        85 |      0 |              65228 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 7.421 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2921.vnnlib: unsat
--- Verification time: 7.4309 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (760/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4082.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4082.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4082.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.529e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4082.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (761/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_595.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_595.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_595.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.677e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.567e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.457e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.402e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.347e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.262e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.204e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.132e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.062e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.008e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   2.947e-02 |           99.9998 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.254 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_595.vnnlib: sat
--- Verification time: 0.2657 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (762/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3660.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3660.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3660.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.763e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3660.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (763/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5769.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5769.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5769.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.494e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.420e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.326e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.183e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.037e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.907e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.790e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.675e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.569e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.474e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   4.382e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   4.275e-02 |           99.9997 ‖
‖        13 |   3072 |                  0 |   4.190e-02 |           99.9996 ‖
‖        14 |   4096 |                  0 |   4.137e-02 |          100.0003 ‖
‖        15 |   5120 |                  0 |   4.092e-02 |          100.0014 ‖
‖        16 |   6144 |                  0 |   4.043e-02 |          100.0014 ‖
‖        17 |   7168 |                  0 |   4.004e-02 |          100.0005 ‖
‖        18 |   8192 |                  0 |   3.967e-02 |          100.0009 ‖
‖        19 |   9216 |                  0 |   3.933e-02 |          100.0012 ‖
‖        20 |  10240 |                  0 |   3.903e-02 |          100.0008 ‖
‖        21 |  11264 |                  0 |   3.868e-02 |          100.0011 ‖
‖        22 |  12288 |                  0 |   3.846e-02 |          100.0004 ‖
‖        23 |  13312 |                  0 |   3.829e-02 |           99.9993 ‖
‖        24 |  14336 |                  0 |   3.812e-02 |           99.9990 ‖
‖        25 |  15354 |                  6 |   3.798e-02 |           99.9485 ‖
‖        26 |  16378 |                  6 |   3.786e-02 |           99.9486 ‖
‖        27 |  17397 |                 10 |   3.768e-02 |           99.9486 ‖
‖        28 |  18411 |                 20 |   3.754e-02 |           99.9486 ‖
‖        29 |  19407 |                 46 |   3.745e-02 |           99.9491 ‖
‖        30 |  20390 |                 86 |   3.729e-02 |           99.9485 ‖
‖        31 |  21354 |                139 |   3.714e-02 |           99.9482 ‖
‖        32 |  22330 |                180 |   3.706e-02 |           99.9479 ‖
‖        33 |  23317 |                209 |   3.700e-02 |           99.9480 ‖
‖        34 |  24321 |                226 |   3.686e-02 |           99.9483 ‖
‖        35 |  25339 |                232 |   3.682e-02 |           99.9485 ‖
‖        36 |  26358 |                236 |   3.678e-02 |           99.9482 ‖
‖        37 |  27365 |                253 |   3.664e-02 |           99.9479 ‖
‖        38 |  28368 |                272 |   3.658e-02 |           99.9485 ‖
‖        39 |  29370 |                292 |   3.655e-02 |           99.9487 ‖
‖        40 |  30388 |                297 |   3.641e-02 |           99.9485 ‖
‖        41 |  31405 |                303 |   3.636e-02 |           99.9483 ‖
‖        42 |  32410 |                322 |   3.631e-02 |           99.9483 ‖
‖        43 |  33419 |                336 |   3.620e-02 |           99.9486 ‖
‖        44 |  34435 |                344 |   3.618e-02 |           99.9484 ‖
‖        45 |  35409 |                392 |   3.616e-02 |           99.9477 ‖
‖        46 |  36341 |                483 |   3.606e-02 |           99.9473 ‖
‖        47 |  37266 |                570 |   3.605e-02 |           99.9476 ‖
‖        48 |  38212 |                633 |   3.604e-02 |           99.9484 ‖
‖        49 |  39196 |                669 |   3.598e-02 |           99.9486 ‖
‖        50 |  40192 |                695 |   3.595e-02 |           99.9485 ‖
‖        51 |  41193 |                715 |   3.591e-02 |           99.9480 ‖
‖        52 |  42175 |                756 |   3.587e-02 |           99.7904 ‖
‖        53 |  43124 |                829 |   3.584e-02 |           99.5636 ‖
‖        54 |  44102 |                874 |   3.580e-02 |           99.4478 ‖
‖        55 |  45111 |                888 |   3.574e-02 |           99.4272 ‖
‖        56 |  46124 |                899 |   3.571e-02 |           99.3866 ‖
‖        57 |  47107 |                936 |   3.568e-02 |           99.3190 ‖
‖        58 |  48104 |                963 |   3.561e-02 |           99.3190 ‖
‖        59 |  49091 |                992 |   3.557e-02 |           99.3188 ‖
‖        60 |  50100 |               1004 |   3.552e-02 |           99.3184 ‖
‖        61 |  51117 |               1011 |   3.547e-02 |           99.3183 ‖
‖        62 |  52134 |               1018 |   3.543e-02 |           99.3175 ‖
‖        63 |  53151 |               1024 |   3.542e-02 |           99.3065 ‖
‖        64 |  54147 |               1049 |   3.537e-02 |           99.2883 ‖
‖        65 |  55100 |               1114 |   3.537e-02 |           99.2377 ‖
‖        66 |  56023 |               1207 |   3.536e-02 |           99.1886 ‖
‖        67 |  56997 |               1250 |   3.533e-02 |           99.1821 ‖
‖        68 |  57943 |               1325 |   3.531e-02 |           99.1484 ‖
‖        69 |  58903 |               1381 |   3.529e-02 |           99.1398 ‖
‖        70 |  59916 |               1391 |   3.524e-02 |           99.1399 ‖
‖        71 |  60909 |               1422 |   3.519e-02 |           99.1401 ‖
‖        72 |  61879 |               1472 |   3.515e-02 |           99.1402 ‖
‖        73 |  62844 |               1527 |   3.513e-02 |           99.1402 ‖
‖        74 |  63809 |               1580 |   3.514e-02 |           99.1404 ‖
‖        75 |  64795 |               1613 |   3.513e-02 |           99.1402 ‖
‖        76 |  65799 |               1630 |   3.512e-02 |           99.1402 ‖
‖        77 |  66807 |               1646 |   3.512e-02 |           99.1402 ‖
‖        78 |  67824 |               1653 |   3.511e-02 |           99.1395 ‖
‖        79 |  68841 |               1660 |   3.508e-02 |           99.1394 ‖
‖        80 |  69860 |               1665 |   3.505e-02 |           99.1391 ‖
‖        81 |  70880 |               1668 |   3.502e-02 |           99.1388 ‖
‖        82 |  71888 |               1684 |   3.501e-02 |           99.1393 ‖
‖        83 |  72904 |               1690 |   3.500e-02 |           99.1392 ‖
‖        84 |  73910 |               1707 |   3.497e-02 |           99.1389 ‖
‖        85 |  74919 |               1721 |   3.496e-02 |           99.1393 ‖
‖        86 |  75908 |               1756 |   3.495e-02 |           99.1396 ‖
‖        87 |  76872 |               1816 |   3.493e-02 |           99.1394 ‖
‖        88 |  77854 |               1856 |   3.489e-02 |           99.1389 ‖
‖        89 |  78822 |               1911 |   3.484e-02 |           99.1384 ‖
‖        90 |  79736 |               2018 |   3.481e-02 |           99.1372 ‖
‖        91 |  80685 |               2088 |   3.478e-02 |           99.1364 ‖
‖        92 |  81672 |               2121 |   3.480e-02 |           99.1360 ‖
‖        93 |  82649 |               2163 |   3.480e-02 |           99.1324 ‖
‖        94 |  83643 |               2192 |   3.480e-02 |           99.1287 ‖
‖        95 |  84640 |               2219 |   3.482e-02 |           99.1284 ‖
‖        96 |  85662 |               2221 |   3.481e-02 |           99.1286 ‖
‖        97 |  86680 |               2226 |   3.479e-02 |           99.1289 ‖
‖        98 |  87682 |               2248 |   3.476e-02 |           99.1272 ‖
‖        99 |  88647 |               2307 |   3.473e-02 |           99.1248 ‖
‖       100 |  89572 |               2398 |   3.471e-02 |           99.1196 ‖
‖       101 |  90511 |               2478 |   3.471e-02 |           99.1172 ‖
‖       102 |  91443 |               2561 |   3.470e-02 |           99.1166 ‖
‖       103 |  92417 |               2604 |   3.470e-02 |           99.1165 ‖
‖       104 |  93421 |               2624 |   3.469e-02 |           99.1164 ‖
‖       105 |  94416 |               2652 |   3.468e-02 |           99.1163 ‖
‖       106 |  95408 |               2681 |   3.465e-02 |           99.1163 ‖
‖       107 |  96394 |               2713 |   3.463e-02 |           99.1162 ‖
‖       108 |  97348 |               2781 |   3.461e-02 |           99.1162 ‖
‖       109 |  98342 |               2808 |   3.461e-02 |           99.1162 ‖
‖       110 |  99356 |               2815 |   3.461e-02 |           99.1161 ‖
‖       111 | 100298 |               2897 |   3.459e-02 |           99.1156 ‖
‖       112 | 101274 |               2940 |   3.459e-02 |           99.1154 ‖
‖       113 | 102255 |               2982 |   3.459e-02 |           99.1142 ‖
‖       114 | 103182 |               3072 |   3.458e-02 |           99.1139 ‖
‖       115 | 104137 |               3135 |   3.456e-02 |           99.1135 ‖
‖       116 | 105115 |               3173 |   3.454e-02 |           99.1128 ‖
‖       117 | 106060 |               3245 |   3.453e-02 |           99.1119 ‖
‖       118 | 106995 |               3328 |   3.453e-02 |           99.1081 ‖
‖       119 | 107953 |               3394 |   3.454e-02 |           99.1069 ‖
‖       120 | 108913 |               3452 |   3.453e-02 |           99.1063 ‖
‖       121 | 109892 |               3494 |   3.453e-02 |           99.1054 ‖
‖       122 | 110892 |               3514 |   3.453e-02 |           99.1048 ‖
‖       123 | 111887 |               3539 |   3.451e-02 |           99.1045 ‖
‖       124 | 112897 |               3553 |   3.450e-02 |           99.1038 ‖
‖       125 | 113900 |               3574 |   3.449e-02 |           99.1035 ‖
‖       126 | 114885 |               3612 |   3.448e-02 |           99.1031 ‖
‖       127 | 115901 |               3620 |   3.448e-02 |           99.1030 ‖
‖       128 | 116902 |               3641 |   3.447e-02 |           99.1026 ‖
‖       129 | 117893 |               3672 |   3.446e-02 |           99.1026 ‖
‖       130 | 118902 |               3687 |   3.445e-02 |           99.1026 ‖
‖       131 | 119900 |               3712 |   3.444e-02 |           99.1026 ‖
‖       132 | 120882 |               3753 |   3.442e-02 |           99.0654 ‖
‖       133 | 121757 |               3895 |   3.441e-02 |           98.8403 ‖
‖       134 | 122639 |               4003 |   3.439e-02 |           98.7744 ‖
‖       135 | 123479 |               4176 |   3.438e-02 |           98.4935 ‖
‖       136 | 124427 |               4247 |   3.437e-02 |           98.4130 ‖
‖       137 | 125361 |               4322 |   3.436e-02 |           98.3956 ‖
‖       138 | 126183 |               4520 |   3.434e-02 |           98.2348 ‖
‖       139 | 126943 |               4760 |   3.433e-02 |           97.9949 ‖
‖       140 | 127870 |               4839 |   3.432e-02 |           97.9942 ‖
‖       141 | 128785 |               4945 |   3.431e-02 |           97.9937 ‖
‖       142 | 129628 |               5117 |   3.429e-02 |           97.9339 ‖
‖       143 | 130386 |               5366 |   3.427e-02 |           97.9202 ‖
‖       144 | 130816 |               5927 |   3.426e-02 |           97.6439 ‖
‖       145 | 131324 |               6386 |   3.427e-02 |           97.4395 ‖
‖       146 | 132110 |               6594 |   3.426e-02 |           97.3618 ‖
‖       147 | 132797 |               6902 |   3.426e-02 |           97.1858 ‖
‖       148 | 133398 |               7295 |   3.425e-02 |           96.9120 ‖
‖       149 | 134079 |               7599 |   3.424e-02 |           96.8350 ‖
‖       150 | 134863 |               7818 |   3.424e-02 |           96.8215 ‖
‖       151 | 135715 |               7982 |   3.422e-02 |           96.8149 ‖
‖       152 | 136500 |               8202 |   3.421e-02 |           96.8078 ‖
‖       153 | 137285 |               8424 |   3.420e-02 |           96.7883 ‖
‖       154 | 137804 |               8908 |   3.419e-02 |           96.7563 ‖
‖       155 | 138657 |               9048 |   3.418e-02 |           96.7557 ‖
‖       156 | 139572 |               9143 |   3.417e-02 |           96.7553 ‖
‖       157 | 140557 |               9180 |   3.416e-02 |           96.7550 ‖
‖       158 | 141546 |               9215 |   3.415e-02 |           96.7549 ‖
‖       159 | 142520 |               9257 |   3.413e-02 |           96.7549 ‖
‖       160 | 143490 |               9309 |   3.412e-02 |           96.7548 ‖
‖       161 | 144448 |               9370 |   3.410e-02 |           96.7547 ‖
‖       162 | 145370 |               9460 |   3.408e-02 |           96.7486 ‖
‖       163 | 146286 |               9554 |   3.408e-02 |           96.6867 ‖
‖       164 | 147179 |               9672 |   3.406e-02 |           96.6130 ‖
‖       165 | 147940 |               9922 |   3.407e-02 |           96.4908 ‖
‖       166 | 148699 |              10159 |   3.407e-02 |           96.4044 ‖
‖       167 | 149575 |              10289 |   3.406e-02 |           96.3743 ‖
‖       168 | 150408 |              10469 |   3.405e-02 |           96.3359 ‖
‖       169 | 151118 |              10755 |   3.404e-02 |           96.2750 ‖
‖       170 | 151812 |              11064 |   3.404e-02 |           96.2280 ‖
‖       171 | 152419 |              11453 |   3.404e-02 |           96.1764 ‖
‖       172 | 152835 |              12008 |   3.403e-02 |           96.1340 ‖
‖       173 | 153312 |              12510 |   3.403e-02 |           96.0346 ‖
‖       174 | 154100 |              12730 |   3.404e-02 |           95.9612 ‖
‖       175 | 154899 |              12932 |   3.403e-02 |           95.9186 ‖
‖       176 | 155756 |              13082 |   3.402e-02 |           95.8967 ‖
‖       177 | 156484 |              13367 |   3.401e-02 |           95.8436 ‖
‖       178 | 157000 |              13842 |   3.400e-02 |           95.7789 ‖
‖       179 | 157516 |              14314 |   3.399e-02 |           95.7129 ‖
‖       180 | 158051 |              14770 |   3.399e-02 |           95.6229 ‖
‖       181 | 158699 |              15108 |   3.399e-02 |           95.5973 ‖
‖       182 | 159473 |              15337 |   3.399e-02 |           95.5432 ‖
‖       183 | 160193 |              15624 |   3.398e-02 |           95.5030 ‖
‖       184 | 160958 |              15862 |   3.398e-02 |           95.4858 ‖
‖       185 | 161711 |              16120 |   3.397e-02 |           95.4702 ‖
‖       186 | 162412 |              16422 |   3.396e-02 |           95.4591 ‖
‖       187 | 163110 |              16729 |   3.394e-02 |           95.4521 ‖
‖       188 | 163884 |              16948 |   3.393e-02 |           95.4492 ‖
‖       189 | 164716 |              17116 |   3.392e-02 |           95.4480 ‖
‖       190 | 165544 |              17295 |   3.390e-02 |           95.4476 ‖
‖       191 | 166415 |              17436 |   3.388e-02 |           95.4473 ‖
‖       192 | 167327 |              17532 |   3.387e-02 |           95.4472 ‖
‖       193 | 168248 |              17621 |   3.385e-02 |           95.4471 ‖
‖       194 | 169175 |              17703 |   3.384e-02 |           95.4471 ‖
‖       195 | 170121 |              17768 |   3.383e-02 |           95.4471 ‖
‖       196 | 171115 |              17789 |   3.384e-02 |           95.4471 ‖
‖       197 | 172139 |              17789 |   3.385e-02 |           95.4471 ‖
‖       198 | 173144 |              17807 |   3.385e-02 |           95.4471 ‖
‖       199 | 174143 |              17832 |   3.384e-02 |           95.4469 ‖
‖       200 | 175162 |              17837 |   3.385e-02 |           95.4468 ‖
‖       201 | 176165 |              17857 |   3.385e-02 |           95.4468 ‖
‖       202 | 177178 |              17868 |   3.384e-02 |           95.4468 ‖
‖       203 | 178195 |              17874 |   3.384e-02 |           95.4466 ‖
‖       204 | 179188 |              17905 |   3.384e-02 |           95.4462 ‖
‖       205 | 180153 |              17960 |   3.384e-02 |           95.4461 ‖
‖       206 | 181150 |              17984 |   3.384e-02 |           95.4460 ‖
‖       207 | 182151 |              18005 |   3.384e-02 |           95.4458 ‖
‖       208 | 183151 |              18029 |   3.383e-02 |           95.4457 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.055 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5769.vnnlib: unknown
--- Verification time: 20.0685 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (764/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_30.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_30.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_30.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.349e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_30.vnnlib: unsat
--- Verification time: 0.0128 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (765/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6401.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6401.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6401.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.105e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6401.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (766/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4459.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4459.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4459.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.013e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4459.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (767/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3630.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3630.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3630.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.542e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3630.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (768/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1862.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1862.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1862.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.039e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1862.vnnlib: unsat
--- Verification time: 0.0131 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (769/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1718.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1718.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1718.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.792e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.594e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.344e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.245e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.120e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.054e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.965e-02 |          100.0000 ‖
‖         8 |    126 |                  2 |   3.883e-02 |           98.1268 ‖
‖         9 |    247 |                  7 |   3.787e-02 |           94.8381 ‖
‖        10 |    478 |                 20 |   3.713e-02 |           91.8462 ‖
‖        11 |    919 |                 53 |   3.647e-02 |           88.1465 ‖
‖        12 |   1755 |                128 |   3.571e-02 |           83.6675 ‖
‖        13 |   2585 |                310 |   3.520e-02 |           78.9958 ‖
‖        14 |   3595 |                318 |   3.492e-02 |           78.9900 ‖
‖        15 |   4359 |                566 |   3.457e-02 |           75.7900 ‖
‖        16 |   5206 |                737 |   3.414e-02 |           73.4444 ‖
‖        17 |   6210 |                747 |   3.383e-02 |           73.4302 ‖
‖        18 |   7222 |                759 |   3.355e-02 |           73.0888 ‖
‖        19 |   8246 |                759 |   3.333e-02 |           73.0886 ‖
‖        20 |   9270 |                759 |   3.303e-02 |           73.0885 ‖
‖        21 |   9929 |               1090 |   3.286e-02 |           71.3951 ‖
‖        22 |  10953 |               1090 |   3.268e-02 |           71.3951 ‖
‖        23 |  11762 |               1292 |   3.247e-02 |           70.1539 ‖
‖        24 |  12549 |               1527 |   3.226e-02 |           68.5263 ‖
‖        25 |  13538 |               1548 |   3.201e-02 |           68.4856 ‖
‖        26 |  14558 |               1551 |   3.182e-02 |           68.4599 ‖
‖        27 |  15582 |               1551 |   3.162e-02 |           68.4594 ‖
‖        28 |  16606 |               1551 |   3.141e-02 |           68.4594 ‖
‖        29 |  17492 |               1687 |   3.122e-02 |           67.4001 ‖
‖        30 |  18486 |               1714 |   3.106e-02 |           67.1348 ‖
‖        31 |  19500 |               1719 |   3.084e-02 |           67.1347 ‖
‖        32 |  20520 |               1723 |   3.070e-02 |           67.0637 ‖
‖        33 |  21544 |               1723 |   3.057e-02 |           67.0637 ‖
‖        34 |  22568 |               1723 |   3.035e-02 |           67.0635 ‖
‖        35 |  23592 |               1723 |   3.016e-02 |           67.0635 ‖
‖        36 |  24616 |               1723 |   2.997e-02 |           67.0636 ‖
‖        37 |  25640 |               1723 |   2.980e-02 |           67.0635 ‖
‖        38 |  26314 |               2044 |   2.962e-02 |           66.2000 ‖
‖        39 |  27336 |               2045 |   2.947e-02 |           66.2002 ‖
‖        40 |  28360 |               2045 |   2.931e-02 |           66.2005 ‖
‖        41 |  29384 |               2045 |   2.918e-02 |           66.2006 ‖
‖        42 |  30408 |               2045 |   2.902e-02 |           66.2004 ‖
‖        43 |  31130 |               2335 |   2.884e-02 |           65.4070 ‖
‖        44 |  32154 |               2335 |   2.868e-02 |           65.4071 ‖
‖        45 |  33153 |               2349 |   2.851e-02 |           65.3960 ‖
‖        46 |  33773 |               2749 |   2.834e-02 |           64.1105 ‖
‖        47 |  34656 |               2872 |   2.818e-02 |           63.7474 ‖
‖        48 |  35642 |               2910 |   2.802e-02 |           63.6110 ‖
‖        49 |  36666 |               2910 |   2.789e-02 |           63.6111 ‖
‖        50 |  37690 |               2910 |   2.773e-02 |           63.6110 ‖
‖        51 |  38695 |               2927 |   2.758e-02 |           63.5572 ‖
‖        52 |  39719 |               2927 |   2.747e-02 |           63.5572 ‖
‖        53 |  40743 |               2927 |   2.732e-02 |           63.5572 ‖
‖        54 |  41765 |               2929 |   2.718e-02 |           63.5571 ‖
‖        55 |  42772 |               2944 |   2.709e-02 |           63.5564 ‖
‖        56 |  43768 |               2971 |   2.695e-02 |           63.5565 ‖
‖        57 |  44742 |               3017 |   2.683e-02 |           63.5566 ‖
‖        58 |  45700 |               3074 |   2.675e-02 |           63.5563 ‖
‖        59 |  46659 |               3138 |   2.662e-02 |           63.5562 ‖
‖        60 |  47354 |               3448 |   2.650e-02 |           62.8455 ‖
‖        61 |  48027 |               3771 |   2.641e-02 |           62.0790 ‖
‖        62 |  49024 |               3796 |   2.626e-02 |           62.0792 ‖
‖        63 |  49770 |               4059 |   2.617e-02 |           61.4990 ‖
‖        64 |  50551 |               4276 |   2.613e-02 |           61.2308 ‖
‖        65 |  51440 |               4387 |   2.601e-02 |           61.2275 ‖
‖        66 |  52303 |               4526 |   2.594e-02 |           61.2273 ‖
‖        67 |  52995 |               4820 |   2.591e-02 |           61.2270 ‖
‖        68 |  53429 |               5351 |   2.592e-02 |           61.2270 ‖
‖        69 |  53874 |               5871 |   2.595e-02 |           60.7675 ‖
‖        70 |  54473 |               6267 |   2.599e-02 |           60.6364 ‖
‖        71 |  55094 |               6623 |   2.595e-02 |           60.6364 ‖
‖        72 |  55791 |               6900 |   2.597e-02 |           60.5735 ‖
‖        73 |  56490 |               7175 |   2.597e-02 |           60.5715 ‖
‖        74 |  57269 |               7391 |   2.587e-02 |           60.5714 ‖
‖        75 |  58063 |               7599 |   2.582e-02 |           60.5714 ‖
‖        76 |  58848 |               7820 |   2.576e-02 |           60.5716 ‖
‖        77 |  59630 |               8035 |   2.566e-02 |           60.5716 ‖
‖        78 |  60398 |               8263 |   2.562e-02 |           60.5716 ‖
‖        79 |  61177 |               8484 |   2.557e-02 |           60.5716 ‖
‖        80 |  61995 |               8674 |   2.546e-02 |           60.5716 ‖
‖        81 |  62768 |               8895 |   2.542e-02 |           60.5717 ‖
‖        82 |  63484 |               9156 |   2.539e-02 |           60.5717 ‖
‖        83 |  64206 |               9427 |   2.530e-02 |           60.5717 ‖
‖        84 |  64887 |               9744 |   2.529e-02 |           60.5717 ‖
‖        85 |  65512 |              10105 |   2.529e-02 |           60.5720 ‖
‖        86 |  66044 |              10554 |   2.525e-02 |           60.5721 ‖
‖        87 |  66138 |              11404 |   2.526e-02 |           60.0484 ‖
‖        88 |  66655 |              11868 |   2.526e-02 |           60.0482 ‖
‖        89 |  67186 |              12305 |   2.529e-02 |           60.0473 ‖
‖        90 |  67828 |              12637 |   2.533e-02 |           60.0475 ‖
‖        91 |  68526 |              12904 |   2.531e-02 |           60.0474 ‖
‖        92 |  69390 |              13046 |   2.529e-02 |           60.0478 ‖
‖        93 |  70319 |              13132 |   2.529e-02 |           60.0465 ‖
‖        94 |  71258 |              13206 |   2.523e-02 |           60.0464 ‖
‖        95 |  72213 |              13263 |   2.520e-02 |           60.0462 ‖
‖        96 |  73206 |              13288 |   2.519e-02 |           60.0458 ‖
‖        97 |  74216 |              13300 |   2.513e-02 |           60.0454 ‖
‖        98 |  75228 |              13312 |   2.508e-02 |           60.0453 ‖
‖        99 |  76238 |              13325 |   2.504e-02 |           60.0453 ‖
‖       100 |  77246 |              13333 |   2.498e-02 |           60.0453 ‖
‖       101 |  77885 |              13699 |   2.489e-02 |           59.5127 ‖
‖       102 |  78892 |              13714 |   2.485e-02 |           59.5127 ‖
‖       103 |  79876 |              13753 |   2.477e-02 |           59.5127 ‖
‖       104 |  80791 |              13853 |   2.476e-02 |           59.5126 ‖
‖       105 |  81736 |              13924 |   2.473e-02 |           59.5125 ‖
‖       106 |  82701 |              13977 |   2.465e-02 |           59.5085 ‖
‖       107 |  83674 |              14026 |   2.462e-02 |           59.5084 ‖
‖       108 |  84623 |              14093 |   2.459e-02 |           59.5083 ‖
‖       109 |  85362 |              14343 |   2.452e-02 |           59.2453 ‖
‖       110 |  85746 |              14966 |   2.446e-02 |           58.4275 ‖
‖       111 |  86669 |              15051 |   2.438e-02 |           58.4151 ‖
‖       112 |  87317 |              15408 |   2.434e-02 |           57.9424 ‖
‖       113 |  88279 |              15464 |   2.429e-02 |           57.9423 ‖
‖       114 |  89086 |              15674 |   2.422e-02 |           57.7210 ‖
‖       115 |  89963 |              15809 |   2.419e-02 |           57.6846 ‖
‖       116 |  90901 |              15889 |   2.414e-02 |           57.6845 ‖
‖       117 |  91865 |              15941 |   2.409e-02 |           57.6844 ‖
‖       118 |  92801 |              16028 |   2.407e-02 |           57.6845 ‖
‖       119 |  93767 |              16085 |   2.403e-02 |           57.6845 ‖
‖       120 |  94746 |              16122 |   2.396e-02 |           57.6845 ‖
‖       121 |  95729 |              16163 |   2.391e-02 |           57.6845 ‖
‖       122 |  96682 |              16227 |   2.386e-02 |           57.6845 ‖
‖       123 |  97559 |              16366 |   2.381e-02 |           57.6063 ‖
‖       124 |  98437 |              16492 |   2.378e-02 |           57.5800 ‖
‖       125 |  99310 |              16618 |   2.373e-02 |           57.5800 ‖
‖       126 | 100135 |              16798 |   2.370e-02 |           57.5798 ‖
‖       127 | 100876 |              17060 |   2.371e-02 |           57.5785 ‖
‖       128 | 101632 |              17283 |   2.368e-02 |           57.5784 ‖
‖       129 | 102223 |              17660 |   2.366e-02 |           57.5785 ‖
‖       130 | 102778 |              18070 |   2.367e-02 |           57.5785 ‖
‖       131 | 103326 |              18473 |   2.365e-02 |           57.5785 ‖
‖       132 | 103907 |              18872 |   2.363e-02 |           57.5784 ‖
‖       133 | 104448 |              19293 |   2.365e-02 |           57.5784 ‖
‖       134 | 104936 |              19746 |   2.364e-02 |           57.5785 ‖
‖       135 | 105488 |              20167 |   2.362e-02 |           57.5785 ‖
‖       136 | 105968 |              20644 |   2.366e-02 |           57.5785 ‖
‖       137 | 106451 |              21129 |   2.367e-02 |           57.5785 ‖
‖       138 | 106986 |              21559 |   2.366e-02 |           57.5785 ‖
‖       139 | 107564 |              21959 |   2.367e-02 |           57.5785 ‖
‖       140 | 108266 |              22232 |   2.364e-02 |           57.5784 ‖
‖       141 | 109073 |              22421 |   2.361e-02 |           57.5784 ‖
‖       142 | 109960 |              22547 |   2.359e-02 |           57.5785 ‖
‖       143 | 110906 |              22612 |   2.353e-02 |           57.5785 ‖
‖       144 | 111851 |              22686 |   2.349e-02 |           57.5785 ‖
‖       145 | 112843 |              22717 |   2.348e-02 |           57.5785 ‖
‖       146 | 113745 |              22825 |   2.342e-02 |           57.5784 ‖
‖       147 | 114604 |              22982 |   2.340e-02 |           57.5785 ‖
‖       148 | 115444 |              23144 |   2.336e-02 |           57.5785 ‖
‖       149 | 116259 |              23321 |   2.331e-02 |           57.5785 ‖
‖       150 | 116596 |              23962 |   2.325e-02 |           56.9212 ‖
‖       151 | 117431 |              24127 |   2.321e-02 |           56.9212 ‖
‖       152 | 117697 |              24825 |   2.318e-02 |           56.4820 ‖
‖       153 | 118058 |              25430 |   2.317e-02 |           56.0312 ‖
‖       154 | 118414 |              26053 |   2.314e-02 |           56.0312 ‖
‖       155 | 118856 |              26571 |   2.315e-02 |           56.0312 ‖
‖       156 | 119405 |              27006 |   2.313e-02 |           56.0312 ‖
‖       157 | 119588 |              27777 |   2.312e-02 |           55.8194 ‖
‖       158 | 119735 |              28589 |   2.312e-02 |           55.1859 ‖
‖       159 | 119973 |              29303 |   2.311e-02 |           55.1457 ‖
‖       160 | 119973 |              30256 |   2.313e-02 |           54.7268 ‖
‖       161 | 120173 |              30969 |   2.317e-02 |           54.4191 ‖
‖       162 | 120352 |              31732 |   2.319e-02 |           54.3170 ‖
‖       163 | 120806 |              32228 |   2.319e-02 |           54.3170 ‖
‖       164 | 121353 |              32671 |   2.318e-02 |           54.3170 ‖
‖       165 | 121930 |              33078 |   2.316e-02 |           54.3170 ‖
‖       166 | 122595 |              33392 |   2.317e-02 |           54.3170 ‖
‖       167 | 123198 |              33780 |   2.313e-02 |           54.3170 ‖
‖       168 | 123962 |              34009 |   2.312e-02 |           54.3170 ‖
‖       169 | 124853 |              34126 |   2.310e-02 |           54.3170 ‖
‖       170 | 125519 |              34459 |   2.308e-02 |           54.3170 ‖
‖       171 | 126309 |              34638 |   2.305e-02 |           54.3170 ‖
‖       172 | 126853 |              35090 |   2.301e-02 |           53.8694 ‖
‖       173 | 127334 |              35593 |   2.299e-02 |           53.3847 ‖
‖       174 | 127925 |              35994 |   2.297e-02 |           53.0534 ‖
‖       175 | 128557 |              36357 |   2.298e-02 |           52.8903 ‖
‖       176 | 129197 |              36714 |   2.296e-02 |           52.8903 ‖
‖       177 | 129802 |              37107 |   2.295e-02 |           52.8903 ‖
‖       178 | 130326 |              37567 |   2.295e-02 |           52.7717 ‖
‖       179 | 130718 |              38154 |   2.296e-02 |           52.4481 ‖
‖       180 | 131199 |              38627 |   2.297e-02 |           52.4151 ‖
‖       181 | 131642 |              39151 |   2.300e-02 |           52.3165 ‖
‖       182 | 132080 |              39661 |   2.304e-02 |           52.2974 ‖
‖       183 | 132504 |              40213 |   2.305e-02 |           52.2957 ‖
‖       184 | 132938 |              40735 |   2.306e-02 |           52.2957 ‖
‖       185 | 133323 |              41320 |   2.305e-02 |           52.2883 ‖
‖       186 | 133779 |              41824 |   2.308e-02 |           52.2859 ‖
‖       187 | 134257 |              42318 |   2.310e-02 |           52.2859 ‖
‖       188 | 134566 |              42961 |   2.310e-02 |           52.2859 ‖
‖       189 | 135014 |              43459 |   2.312e-02 |           52.2859 ‖
‖       190 | 135423 |              44011 |   2.312e-02 |           52.2859 ‖
‖       191 | 135914 |              44480 |   2.312e-02 |           52.2859 ‖
‖       192 | 136398 |              44965 |   2.312e-02 |           52.2859 ‖
‖       193 | 136721 |              45613 |   2.313e-02 |           52.2813 ‖
‖       194 | 137197 |              46103 |   2.315e-02 |           52.2811 ‖
‖       195 | 137546 |              46723 |   2.315e-02 |           52.2812 ‖
‖       196 | 138014 |              47221 |   2.317e-02 |           52.2811 ‖
‖       197 | 138499 |              47691 |   2.320e-02 |           52.2811 ‖
‖       198 | 138878 |              48280 |   2.319e-02 |           52.2811 ‖
‖       199 | 139325 |              48803 |   2.319e-02 |           52.2811 ‖
‖       200 | 139586 |              49511 |   2.319e-02 |           52.2811 ‖
‖       201 | 140028 |              50033 |   2.322e-02 |           52.2812 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.032 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1718.vnnlib: unknown
--- Verification time: 20.0473 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (770/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5840.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5840.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5840.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.493e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.353e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.138e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.879e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.695e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.577e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.485e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.389e-02 |          100.0000 ‖
‖         9 |    255 |                  1 |   4.273e-02 |           99.5220 ‖
‖        10 |    504 |                  7 |   4.139e-02 |           97.6773 ‖
‖        11 |    973 |                 39 |   4.009e-02 |           93.5805 ‖
‖        12 |   1831 |                148 |   3.901e-02 |           87.2251 ‖
‖        13 |   2552 |                436 |   3.821e-02 |           79.1068 ‖
‖        14 |   3541 |                460 |   3.779e-02 |           78.3752 ‖
‖        15 |   4317 |                689 |   3.739e-02 |           75.6179 ‖
‖        16 |   4957 |               1047 |   3.696e-02 |           70.9900 ‖
‖        17 |   5941 |               1072 |   3.667e-02 |           70.8647 ‖
‖        18 |   6800 |               1237 |   3.626e-02 |           68.1416 ‖
‖        19 |   7804 |               1252 |   3.594e-02 |           67.7929 ‖
‖        20 |   8767 |               1310 |   3.559e-02 |           67.4474 ‖
‖        21 |   9623 |               1451 |   3.528e-02 |           66.4895 ‖
‖        22 |  10641 |               1454 |   3.497e-02 |           66.4779 ‖
‖        23 |  11337 |               1762 |   3.459e-02 |           64.6030 ‖
‖        24 |  11971 |               2108 |   3.427e-02 |           62.8290 ‖
‖        25 |  12889 |               2200 |   3.404e-02 |           62.6439 ‖
‖        26 |  13811 |               2295 |   3.392e-02 |           62.6246 ‖
‖        27 |  14723 |               2392 |   3.376e-02 |           62.6247 ‖
‖        28 |  15527 |               2593 |   3.351e-02 |           61.6782 ‖
‖        29 |  16095 |               3034 |   3.325e-02 |           59.0831 ‖
‖        30 |  16932 |               3187 |   3.300e-02 |           58.8091 ‖
‖        31 |  17608 |               3512 |   3.279e-02 |           57.4534 ‖
‖        32 |  18326 |               3785 |   3.271e-02 |           56.9961 ‖
‖        33 |  19024 |               4068 |   3.256e-02 |           56.9814 ‖
‖        34 |  19563 |               4491 |   3.253e-02 |           56.8566 ‖
‖        35 |  20048 |               4972 |   3.259e-02 |           56.8558 ‖
‖        36 |  20462 |               5516 |   3.261e-02 |           56.8558 ‖
‖        37 |  20871 |               6071 |   3.261e-02 |           55.7102 ‖
‖        38 |  21673 |               6269 |   3.258e-02 |           55.5260 ‖
‖        39 |  22440 |               6504 |   3.245e-02 |           55.3610 ‖
‖        40 |  23215 |               6731 |   3.242e-02 |           55.3467 ‖
‖        41 |  23865 |               7071 |   3.233e-02 |           55.3437 ‖
‖        42 |  24368 |               7535 |   3.224e-02 |           54.9407 ‖
‖        43 |  24836 |               8028 |   3.212e-02 |           54.4638 ‖
‖        44 |  25582 |               8271 |   3.203e-02 |           54.4627 ‖
‖        45 |  25974 |               8834 |   3.193e-02 |           53.4438 ‖
‖        46 |  26721 |               9085 |   3.179e-02 |           53.4429 ‖
‖        47 |  27432 |               9368 |   3.169e-02 |           53.0122 ‖
‖        48 |  28229 |               9568 |   3.158e-02 |           53.0120 ‖
‖        49 |  29037 |               9754 |   3.147e-02 |           53.0121 ‖
‖        50 |  29768 |              10015 |   3.141e-02 |           52.7681 ‖
‖        51 |  30513 |              10253 |   3.138e-02 |           52.7112 ‖
‖        52 |  31127 |              10620 |   3.131e-02 |           52.7100 ‖
‖        53 |  31719 |              11009 |   3.132e-02 |           52.7098 ‖
‖        54 |  32243 |              11473 |   3.131e-02 |           52.7082 ‖
‖        55 |  32469 |              12203 |   3.129e-02 |           52.3442 ‖
‖        56 |  32738 |              12858 |   3.132e-02 |           52.0946 ‖
‖        57 |  33210 |              13354 |   3.132e-02 |           52.0930 ‖
‖        58 |  33332 |              14178 |   3.129e-02 |           50.8940 ‖
‖        59 |  33564 |              14877 |   3.125e-02 |           50.1361 ‖
‖        60 |  33910 |              15487 |   3.121e-02 |           49.6547 ‖
‖        61 |  34428 |              15920 |   3.118e-02 |           49.6534 ‖
‖        62 |  34833 |              16493 |   3.114e-02 |           49.6508 ‖
‖        63 |  34904 |              17369 |   3.112e-02 |           48.3771 ‖
‖        64 |  35130 |              18064 |   3.111e-02 |           48.2040 ‖
‖        65 |  35294 |              18843 |   3.111e-02 |           47.4598 ‖
‖        66 |  35610 |              19493 |   3.112e-02 |           46.5970 ‖
‖        67 |  35815 |              20220 |   3.112e-02 |           46.3603 ‖
‖        68 |  36205 |              20772 |   3.112e-02 |           46.3050 ‖
‖        69 |  36635 |              21294 |   3.112e-02 |           46.3035 ‖
‖        70 |  37161 |              21730 |   3.113e-02 |           46.1366 ‖
‖        71 |  37615 |              22262 |   3.112e-02 |           45.9986 ‖
‖        72 |  38120 |              22719 |   3.113e-02 |           45.9530 ‖
‖        73 |  38734 |              23076 |   3.116e-02 |           45.9470 ‖
‖        74 |  39363 |              23440 |   3.114e-02 |           45.9430 ‖
‖        75 |  40016 |              23768 |   3.113e-02 |           45.8832 ‖
‖        76 |  40370 |              24391 |   3.109e-02 |           44.7696 ‖
‖        77 |  40856 |              24863 |   3.106e-02 |           44.3857 ‖
‖        78 |  41305 |              25384 |   3.105e-02 |           43.5999 ‖
‖        79 |  41777 |              25861 |   3.103e-02 |           43.5736 ‖
‖        80 |  42211 |              26389 |   3.099e-02 |           43.3061 ‖
‖        81 |  42827 |              26748 |   3.092e-02 |           43.3037 ‖
‖        82 |  43429 |              27114 |   3.086e-02 |           43.2464 ‖
‖        83 |  44100 |              27422 |   3.086e-02 |           42.9874 ‖
‖        84 |  44758 |              27754 |   3.084e-02 |           42.9501 ‖
‖        85 |  45254 |              28233 |   3.079e-02 |           42.9205 ‖
‖        86 |  45783 |              28663 |   3.075e-02 |           42.9089 ‖
‖        87 |  46078 |              29319 |   3.072e-02 |           42.7754 ‖
‖        88 |  46517 |              29844 |   3.070e-02 |           42.7712 ‖
‖        89 |  46690 |              30607 |   3.068e-02 |           42.6508 ‖
‖        90 |  46908 |              31356 |   3.066e-02 |           42.6452 ‖
‖        91 |  47156 |              32032 |   3.067e-02 |           42.6418 ‖
‖        92 |  47551 |              32594 |   3.065e-02 |           42.6408 ‖
‖        93 |  47952 |              33141 |   3.062e-02 |           42.6004 ‖
‖        94 |  47973 |              34033 |   3.060e-02 |           42.1285 ‖
‖        95 |  48184 |              34761 |   3.059e-02 |           42.1235 ‖
‖        96 |  48395 |              35511 |   3.059e-02 |           42.1002 ‖
‖        97 |  48578 |              36253 |   3.058e-02 |           42.0977 ‖
‖        98 |  48675 |              37087 |   3.057e-02 |           41.5811 ‖
‖        99 |  48972 |              37737 |   3.057e-02 |           41.4982 ‖
‖       100 |  49252 |              38403 |   3.054e-02 |           41.4965 ‖
‖       101 |  49613 |              38960 |   3.054e-02 |           41.4835 ‖
‖       102 |  49861 |              39632 |   3.052e-02 |           41.4805 ‖
‖       103 |  50173 |              40252 |   3.052e-02 |           41.4734 ‖
‖       104 |  50572 |              40819 |   3.050e-02 |           41.4697 ‖
‖       105 |  50784 |              41542 |   3.048e-02 |           41.3117 ‖
‖       106 |  51006 |              42240 |   3.050e-02 |           40.9792 ‖
‖       107 |  51143 |              43045 |   3.048e-02 |           40.8227 ‖
‖       108 |  51260 |              43854 |   3.049e-02 |           40.3624 ‖
‖       109 |  51550 |              44502 |   3.052e-02 |           40.1453 ‖
‖       110 |  51735 |              45247 |   3.053e-02 |           40.0851 ‖
‖       111 |  51980 |              45932 |   3.055e-02 |           40.0705 ‖
‖       112 |  52161 |              46676 |   3.055e-02 |           40.0586 ‖
‖       113 |  52532 |              47233 |   3.058e-02 |           39.9327 ‖
‖       114 |  52864 |              47848 |   3.062e-02 |           39.9024 ‖
‖       115 |  53343 |              48332 |   3.065e-02 |           39.8929 ‖
‖       116 |  53863 |              48783 |   3.065e-02 |           39.8363 ‖
‖       117 |  54161 |              49433 |   3.064e-02 |           39.6195 ‖
‖       118 |  54449 |              50081 |   3.062e-02 |           39.4389 ‖
‖       119 |  54906 |              50601 |   3.060e-02 |           39.4191 ‖
‖       120 |  55294 |              51167 |   3.059e-02 |           39.4031 ‖
‖       121 |  55551 |              51852 |   3.058e-02 |           39.2428 ‖
‖       122 |  55707 |              52627 |   3.057e-02 |           38.9146 ‖
‖       123 |  55752 |              53513 |   3.054e-02 |           38.3873 ‖
‖       124 |  55766 |              54430 |   3.052e-02 |           38.0038 ‖
‖       125 |  55860 |              55249 |   3.052e-02 |           37.9279 ‖
‖       126 |  56058 |              55985 |   3.050e-02 |           37.9192 ‖
‖       127 |  56306 |              56671 |   3.050e-02 |           37.9060 ‖
‖       128 |  56593 |              57323 |   3.048e-02 |           37.8894 ‖
‖       129 |  56940 |              57930 |   3.046e-02 |           37.8744 ‖
‖       130 |  57081 |              58699 |   3.045e-02 |           37.2371 ‖
‖       131 |  57321 |              59388 |   3.043e-02 |           37.0510 ‖
‖       132 |  57570 |              60057 |   3.042e-02 |           36.8003 ‖
‖       133 |  57604 |              60923 |   3.041e-02 |           36.3831 ‖
‖       134 |  57563 |              61930 |   3.038e-02 |           35.5703 ‖
‖       135 |  57589 |              62801 |   3.038e-02 |           35.0440 ‖
‖       136 |  57592 |              63724 |   3.036e-02 |           34.7488 ‖
‖       137 |  57851 |              64381 |   3.036e-02 |           34.5614 ‖
‖       138 |  58220 |              64955 |   3.036e-02 |           34.5274 ‖
‖       139 |  58623 |              65522 |   3.033e-02 |           34.5189 ‖
‖       140 |  58956 |              66151 |   3.032e-02 |           34.4310 ‖
‖       141 |  59390 |              66671 |   3.032e-02 |           34.2868 ‖
‖       142 |  59639 |              67361 |   3.031e-02 |           34.1512 ‖
‖       143 |  59863 |              68080 |   3.029e-02 |           33.9837 ‖
‖       144 |  60132 |              68723 |   3.029e-02 |           33.8726 ‖
‖       145 |  60384 |              69413 |   3.028e-02 |           33.6643 ‖
‖       146 |  60741 |              69989 |   3.027e-02 |           33.6080 ‖
‖       147 |  61091 |              70595 |   3.027e-02 |           33.4976 ‖
‖       148 |  61454 |              71149 |   3.028e-02 |           33.4645 ‖
‖       149 |  61859 |              71696 |   3.026e-02 |           33.4501 ‖
‖       150 |  62289 |              72224 |   3.025e-02 |           33.3955 ‖
‖       151 |  62606 |              72849 |   3.024e-02 |           33.3572 ‖
‖       152 |  62984 |              73417 |   3.023e-02 |           33.3245 ‖
‖       153 |  63050 |              74273 |   3.022e-02 |           32.8506 ‖
‖       154 |  63182 |              75050 |   3.021e-02 |           32.4995 ‖
‖       155 |  63261 |              75896 |   3.020e-02 |           32.1444 ‖
‖       156 |  63487 |              76589 |   3.019e-02 |           32.0139 ‖
‖       157 |  63550 |              77472 |   3.017e-02 |           31.1764 ‖
‖       158 |  63837 |              78133 |   3.015e-02 |           30.8426 ‖
‖       159 |  64209 |              78718 |   3.014e-02 |           30.7478 ‖
‖       160 |  64518 |              79357 |   3.011e-02 |           30.5023 ‖
‖       161 |  64772 |              80048 |   3.009e-02 |           30.4260 ‖
‖       162 |  64992 |              80783 |   3.007e-02 |           30.4238 ‖
‖       163 |  65320 |              81397 |   3.005e-02 |           30.4219 ‖
‖       164 |  65567 |              82094 |   3.003e-02 |           30.3368 ‖
‖       165 |  65970 |              82631 |   3.001e-02 |           30.3360 ‖
‖       166 |  66212 |              83341 |   2.999e-02 |           30.2969 ‖
‖       167 |  66286 |              84193 |   2.999e-02 |           29.7484 ‖
‖       168 |  66432 |              84954 |   3.001e-02 |           29.5191 ‖
‖       169 |  66636 |              85689 |   3.001e-02 |           29.3028 ‖
‖       170 |  66836 |              86407 |   3.003e-02 |           29.2403 ‖
‖       171 |  66911 |              87260 |   3.003e-02 |           29.1780 ‖
‖       172 |  67077 |              88017 |   3.003e-02 |           29.1343 ‖
‖       173 |  67231 |              88798 |   3.001e-02 |           29.0784 ‖
‖       174 |  67547 |              89433 |   3.000e-02 |           29.0255 ‖
‖       175 |  67754 |              90138 |   2.999e-02 |           28.9822 ‖
‖       176 |  68015 |              90808 |   2.999e-02 |           28.9642 ‖
‖       177 |  68336 |              91441 |   2.997e-02 |           28.9195 ‖
‖       178 |  68581 |              92133 |   2.996e-02 |           28.8597 ‖
‖       179 |  68790 |              92860 |   2.996e-02 |           28.8547 ‖
‖       180 |  68821 |              93743 |   2.996e-02 |           28.8245 ‖
‖       181 |  68988 |              94513 |   2.996e-02 |           28.8007 ‖
‖       182 |  69126 |              95299 |   2.996e-02 |           28.7554 ‖
‖       183 |  69253 |              96098 |   2.996e-02 |           28.7229 ‖
‖       184 |  69453 |              96799 |   2.997e-02 |           28.7107 ‖
‖       185 |  69805 |              97393 |   2.996e-02 |           28.7029 ‖
‖       186 |  69904 |              98202 |   2.995e-02 |           28.5667 ‖
‖       187 |  70050 |              98981 |   2.995e-02 |           28.5244 ‖
‖       188 |  70265 |              99695 |   2.995e-02 |           28.5147 ‖
‖       189 |  70243 |             100644 |   2.994e-02 |           28.4618 ‖
‖       190 |  70333 |             101474 |   2.993e-02 |           28.4245 ‖
‖       191 |  70342 |             102372 |   2.993e-02 |           28.3486 ‖
‖       192 |  70198 |             103392 |   2.993e-02 |           28.0315 ‖
‖       193 |  70165 |             104321 |   2.993e-02 |           27.9357 ‖
‖       194 |  70277 |             105118 |   2.994e-02 |           27.9133 ‖
‖       195 |  70380 |             105940 |   2.994e-02 |           27.8980 ‖
‖       196 |  70387 |             106840 |   2.994e-02 |           27.8445 ‖
‖       197 |  70453 |             107686 |   2.994e-02 |           27.8000 ‖
‖       198 |  70557 |             108493 |   2.994e-02 |           27.7729 ‖
‖       199 |  70602 |             109365 |   2.994e-02 |           27.7482 ‖
‖       200 |  70670 |             110214 |   2.995e-02 |           27.7180 ‖
‖       201 |  70774 |             111030 |   2.995e-02 |           27.6885 ‖
‖       202 |  70897 |             111824 |   2.994e-02 |           27.5594 ‖
‖       203 |  71063 |             112587 |   2.993e-02 |           27.4986 ‖
‖       204 |  71155 |             113411 |   2.994e-02 |           27.2947 ‖
‖       205 |  71302 |             114172 |   2.995e-02 |           27.1521 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.046 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5840.vnnlib: unknown
--- Verification time: 20.0577 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (771/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2694.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2694.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2694.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.469e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2694.vnnlib: unsat
--- Verification time: 0.0318 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (772/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_202.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_202.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_202.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.371e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_202.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (773/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3827.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3827.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3827.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.478e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3827.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (774/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2338.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2338.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2338.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.049e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2338.vnnlib: unsat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (775/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7213.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7213.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7213.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.658e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.561e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.394e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.244e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.104e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.969e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.835e-02 |          100.0000 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.112 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7213.vnnlib: sat
--- Verification time: 0.1230 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (776/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4531.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4531.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4531.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.922e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4531.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (777/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1445.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1445.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1445.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.016e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.899e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.788e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.685e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.605e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.532e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.452e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.383e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.313e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.231e-02 |           99.9443 ‖
‖        11 |   1012 |                 12 |   3.137e-02 |           98.4097 ‖
‖        12 |   1966 |                 66 |   3.080e-02 |           95.5079 ‖
‖        13 |   2786 |                266 |   3.038e-02 |           89.7342 ‖
‖        14 |   3800 |                271 |   3.014e-02 |           89.7228 ‖
‖        15 |   4701 |                390 |   2.993e-02 |           88.1942 ‖
‖        16 |   5319 |                793 |   2.957e-02 |           82.3161 ‖
‖        17 |   6277 |                839 |   2.939e-02 |           81.8378 ‖
‖        18 |   7260 |                878 |   2.920e-02 |           81.1209 ‖
‖        19 |   8283 |                879 |   2.903e-02 |           81.0816 ‖
‖        20 |   9307 |                879 |   2.887e-02 |           81.0819 ‖
‖        21 |  10271 |                931 |   2.871e-02 |           80.8202 ‖
‖        22 |  11291 |                933 |   2.856e-02 |           80.8193 ‖
‖        23 |  12309 |                936 |   2.838e-02 |           80.8191 ‖
‖        24 |  12793 |               1466 |   2.815e-02 |           77.3199 ‖
‖        25 |  13557 |               1664 |   2.796e-02 |           76.4744 ‖
‖        26 |  14353 |               1890 |   2.774e-02 |           74.7315 ‖
‖        27 |  15352 |               1910 |   2.759e-02 |           74.5778 ‖
‖        28 |  16370 |               1913 |   2.742e-02 |           74.5780 ‖
‖        29 |  17085 |               2219 |   2.721e-02 |           72.3121 ‖
‖        30 |  18061 |               2259 |   2.708e-02 |           72.0283 ‖
‖        31 |  19077 |               2263 |   2.691e-02 |           72.0285 ‖
‖        32 |  19947 |               2417 |   2.674e-02 |           70.6805 ‖
‖        33 |  20932 |               2455 |   2.661e-02 |           70.2864 ‖
‖        34 |  21954 |               2456 |   2.645e-02 |           70.2862 ‖
‖        35 |  22976 |               2458 |   2.633e-02 |           70.2131 ‖
‖        36 |  24000 |               2458 |   2.621e-02 |           70.2125 ‖
‖        37 |  25022 |               2460 |   2.605e-02 |           70.2127 ‖
‖        38 |  25999 |               2504 |   2.593e-02 |           70.0446 ‖
‖        39 |  26960 |               2565 |   2.583e-02 |           70.0458 ‖
‖        40 |  27876 |               2672 |   2.569e-02 |           70.0455 ‖
‖        41 |  28684 |               2886 |   2.563e-02 |           70.0408 ‖
‖        42 |  29314 |               3276 |   2.562e-02 |           70.0412 ‖
‖        43 |  29679 |               3866 |   2.564e-02 |           70.0414 ‖
‖        44 |  30331 |               4180 |   2.571e-02 |           70.0408 ‖
‖        45 |  31194 |               4307 |   2.573e-02 |           70.0401 ‖
‖        46 |  32176 |               4342 |   2.567e-02 |           70.0399 ‖
‖        47 |  32711 |               4756 |   2.562e-02 |           69.0669 ‖
‖        48 |  33682 |               4804 |   2.554e-02 |           69.0458 ‖
‖        49 |  34487 |               5002 |   2.550e-02 |           68.5963 ‖
‖        50 |  35466 |               5045 |   2.543e-02 |           68.5964 ‖
‖        51 |  36078 |               5443 |   2.534e-02 |           67.5363 ‖
‖        52 |  36792 |               5709 |   2.531e-02 |           67.2483 ‖
‖        53 |  37630 |               5890 |   2.522e-02 |           67.2483 ‖
‖        54 |  38339 |               6189 |   2.519e-02 |           66.8714 ‖
‖        55 |  39153 |               6385 |   2.518e-02 |           66.8720 ‖
‖        56 |  39979 |               6578 |   2.508e-02 |           66.8720 ‖
‖        57 |  40760 |               6817 |   2.506e-02 |           66.8721 ‖
‖        58 |  41451 |               7140 |   2.504e-02 |           66.8722 ‖
‖        59 |  42033 |               7566 |   2.497e-02 |           66.8283 ‖
‖        60 |  42038 |               8516 |   2.493e-02 |           65.3358 ‖
‖        61 |  42668 |               8841 |   2.492e-02 |           65.3360 ‖
‖        62 |  43304 |               9209 |   2.488e-02 |           64.6241 ‖
‖        63 |  44238 |               9290 |   2.487e-02 |           64.6239 ‖
‖        64 |  45169 |               9377 |   2.480e-02 |           64.6240 ‖
‖        65 |  46079 |               9488 |   2.475e-02 |           64.6239 ‖
‖        66 |  46950 |               9640 |   2.472e-02 |           64.6236 ‖
‖        67 |  47773 |               9836 |   2.465e-02 |           64.6235 ‖
‖        68 |  48098 |              10523 |   2.458e-02 |           63.0971 ‖
‖        69 |  48636 |              10971 |   2.454e-02 |           62.4291 ‖
‖        70 |  49307 |              11315 |   2.446e-02 |           62.3774 ‖
‖        71 |  49689 |              11942 |   2.441e-02 |           60.9243 ‖
‖        72 |  50187 |              12401 |   2.440e-02 |           60.4802 ‖
‖        73 |  50742 |              12818 |   2.434e-02 |           60.3435 ‖
‖        74 |  51545 |              13034 |   2.432e-02 |           60.2873 ‖
‖        75 |  52333 |              13260 |   2.429e-02 |           60.2877 ‖
‖        76 |  52996 |              13613 |   2.421e-02 |           60.1177 ‖
‖        77 |  53602 |              14026 |   2.419e-02 |           59.4300 ‖
‖        78 |  54197 |              14431 |   2.419e-02 |           59.3867 ‖
‖        79 |  54747 |              14883 |   2.414e-02 |           59.3605 ‖
‖        80 |  55510 |              15134 |   2.413e-02 |           59.3581 ‖
‖        81 |  56188 |              15472 |   2.413e-02 |           59.3580 ‖
‖        82 |  56726 |              15947 |   2.406e-02 |           59.3580 ‖
‖        83 |  57394 |              16289 |   2.405e-02 |           59.3579 ‖
‖        84 |  57932 |              16727 |   2.405e-02 |           59.3576 ‖
‖        85 |  58409 |              17228 |   2.400e-02 |           59.1239 ‖
‖        86 |  58884 |              17765 |   2.399e-02 |           58.2565 ‖
‖        87 |  59244 |              18364 |   2.400e-02 |           58.1928 ‖
‖        88 |  59718 |              18840 |   2.399e-02 |           58.1554 ‖
‖        89 |  60227 |              19346 |   2.401e-02 |           58.1522 ‖
‖        90 |  60663 |              19865 |   2.404e-02 |           58.1519 ‖
‖        91 |  60936 |              20537 |   2.403e-02 |           58.1519 ‖
‖        92 |  61358 |              21040 |   2.403e-02 |           58.1520 ‖
‖        93 |  62089 |              21280 |   2.404e-02 |           58.1523 ‖
‖        94 |  62759 |              21589 |   2.406e-02 |           57.8597 ‖
‖        95 |  63647 |              21704 |   2.409e-02 |           57.6965 ‖
‖        96 |  64372 |              21942 |   2.409e-02 |           57.6874 ‖
‖        97 |  65322 |              21997 |   2.411e-02 |           57.6576 ‖
‖        98 |  66302 |              22039 |   2.412e-02 |           57.6537 ‖
‖        99 |  66996 |              22360 |   2.411e-02 |           57.6536 ‖
‖       100 |  67911 |              22450 |   2.409e-02 |           57.6533 ‖
‖       101 |  68792 |              22591 |   2.410e-02 |           57.6527 ‖
‖       102 |  69590 |              22812 |   2.410e-02 |           57.6532 ‖
‖       103 |  70310 |              23103 |   2.410e-02 |           57.6535 ‖
‖       104 |  71001 |              23425 |   2.410e-02 |           57.6541 ‖
‖       105 |  71663 |              23780 |   2.409e-02 |           57.6542 ‖
‖       106 |  72296 |              24156 |   2.407e-02 |           57.6541 ‖
‖       107 |  72841 |              24613 |   2.405e-02 |           57.6540 ‖
‖       108 |  73277 |              25169 |   2.403e-02 |           57.4880 ‖
‖       109 |  73827 |              25585 |   2.404e-02 |           57.4327 ‖
‖       110 |  74573 |              25842 |   2.402e-02 |           57.4252 ‖
‖       111 |  75438 |              25989 |   2.400e-02 |           57.4252 ‖
‖       112 |  76283 |              26167 |   2.398e-02 |           57.4252 ‖
‖       113 |  77001 |              26451 |   2.395e-02 |           57.2955 ‖
‖       114 |  77844 |              26627 |   2.395e-02 |           57.2956 ‖
‖       115 |  78594 |              26893 |   2.393e-02 |           57.2958 ‖
‖       116 |  79287 |              27215 |   2.391e-02 |           57.2960 ‖
‖       117 |  79966 |              27543 |   2.390e-02 |           57.2961 ‖
‖       118 |  80512 |              28015 |   2.387e-02 |           57.2961 ‖
‖       119 |  80759 |              28727 |   2.385e-02 |           56.9803 ‖
‖       120 |  81285 |              29213 |   2.382e-02 |           56.9803 ‖
‖       121 |  81654 |              29816 |   2.381e-02 |           56.8380 ‖
‖       122 |  82304 |              30163 |   2.381e-02 |           56.8379 ‖
‖       123 |  82815 |              30641 |   2.380e-02 |           56.8378 ‖
‖       124 |  83529 |              30916 |   2.378e-02 |           56.8377 ‖
‖       125 |  84296 |              31162 |   2.375e-02 |           56.8377 ‖
‖       126 |  84703 |              31756 |   2.373e-02 |           56.4908 ‖
‖       127 |  85324 |              32147 |   2.373e-02 |           56.2699 ‖
‖       128 |  85765 |              32688 |   2.372e-02 |           56.2485 ‖
‖       129 |  86427 |              33040 |   2.372e-02 |           56.2042 ‖
‖       130 |  87048 |              33411 |   2.373e-02 |           56.2032 ‖
‖       131 |  87388 |              34058 |   2.371e-02 |           56.2034 ‖
‖       132 |  87951 |              34496 |   2.368e-02 |           56.2038 ‖
‖       133 |  88323 |              35124 |   2.367e-02 |           56.2040 ‖
‖       134 |  88780 |              35662 |   2.367e-02 |           56.1990 ‖
‖       135 |  89362 |              36028 |   2.369e-02 |           56.1964 ‖
‖       136 |  89844 |              36478 |   2.369e-02 |           56.1959 ‖
‖       137 |  90580 |              36752 |   2.369e-02 |           56.1955 ‖
‖       138 |  91099 |              37188 |   2.369e-02 |           56.1925 ‖
‖       139 |  91675 |              37575 |   2.367e-02 |           56.1925 ‖
‖       140 |  92411 |              37846 |   2.364e-02 |           56.1924 ‖
‖       141 |  92573 |              38637 |   2.362e-02 |           55.6821 ‖
‖       142 |  93152 |              39038 |   2.361e-02 |           55.6816 ‖
‖       143 |  93718 |              39459 |   2.360e-02 |           55.6816 ‖
‖       144 |  93937 |              40210 |   2.358e-02 |           55.1884 ‖
‖       145 |  94374 |              40737 |   2.357e-02 |           55.1778 ‖
‖       146 |  95028 |              41088 |   2.356e-02 |           55.1532 ‖
‖       147 |  95782 |              41342 |   2.357e-02 |           55.1516 ‖
‖       148 |  96464 |              41662 |   2.356e-02 |           55.1516 ‖
‖       149 |  97150 |              41984 |   2.355e-02 |           55.1517 ‖
‖       150 |  97670 |              42461 |   2.353e-02 |           55.1515 ‖
‖       151 |  98268 |              42875 |   2.349e-02 |           55.1515 ‖
‖       152 |  98925 |              43232 |   2.349e-02 |           55.1515 ‖
‖       153 |  99531 |              43630 |   2.348e-02 |           55.1504 ‖
‖       154 | 100000 |              44166 |   2.345e-02 |           55.1504 ‖
‖       155 | 100621 |              44553 |   2.345e-02 |           55.1496 ‖
‖       156 | 101298 |              44881 |   2.345e-02 |           55.1495 ‖
‖       157 | 101768 |              45397 |   2.343e-02 |           55.1496 ‖
‖       158 | 102319 |              45823 |   2.342e-02 |           55.1496 ‖
‖       159 | 102921 |              46235 |   2.339e-02 |           55.1496 ‖
‖       160 | 103080 |              47019 |   2.336e-02 |           54.6512 ‖
‖       161 | 103516 |              47556 |   2.334e-02 |           54.5838 ‖
‖       162 | 103757 |              48287 |   2.331e-02 |           54.0497 ‖
‖       163 | 104351 |              48657 |   2.330e-02 |           54.0465 ‖
‖       164 | 104666 |              49291 |   2.328e-02 |           54.0060 ‖
‖       165 | 105158 |              49796 |   2.325e-02 |           54.0060 ‖
‖       166 | 105461 |              50481 |   2.323e-02 |           53.3125 ‖
‖       167 | 105757 |              51135 |   2.321e-02 |           52.9849 ‖
‖       168 | 106020 |              51863 |   2.319e-02 |           52.2276 ‖
‖       169 | 106319 |              52540 |   2.318e-02 |           51.9952 ‖
‖       170 | 106401 |              53375 |   2.317e-02 |           51.8448 ‖
‖       171 | 106597 |              54123 |   2.316e-02 |           51.8449 ‖
‖       172 | 107001 |              54721 |   2.315e-02 |           51.5820 ‖
‖       173 | 107609 |              55108 |   2.315e-02 |           51.5815 ‖
‖       174 | 107912 |              55741 |   2.314e-02 |           51.5814 ‖
‖       175 | 108513 |              56145 |   2.314e-02 |           51.5814 ‖
‖       176 | 108895 |              56698 |   2.315e-02 |           51.5813 ‖
‖       177 | 109018 |              57502 |   2.314e-02 |           51.4367 ‖
‖       178 | 109210 |              58285 |   2.313e-02 |           51.4367 ‖
‖       179 | 109446 |              59041 |   2.311e-02 |           50.9743 ‖
‖       180 | 109730 |              59765 |   2.310e-02 |           50.3205 ‖
‖       181 | 109880 |              60504 |   2.309e-02 |           50.0823 ‖
‖       182 | 110230 |              61103 |   2.309e-02 |           49.9050 ‖
‖       183 | 110581 |              61653 |   2.310e-02 |           49.7848 ‖
‖       184 | 110840 |              62317 |   2.310e-02 |           49.7581 ‖
‖       185 | 111172 |              62940 |   2.309e-02 |           49.7248 ‖
‖       186 | 111653 |              63468 |   2.309e-02 |           49.6239 ‖
‖       187 | 112006 |              64042 |   2.311e-02 |           49.6009 ‖
‖       188 | 112394 |              64573 |   2.312e-02 |           49.5865 ‖
‖       189 | 112982 |              64935 |   2.314e-02 |           49.5803 ‖
‖       190 | 113466 |              65382 |   2.315e-02 |           49.5753 ‖
‖       191 | 113648 |              66083 |   2.315e-02 |           49.5742 ‖
‖       192 | 113885 |              66787 |   2.314e-02 |           49.5741 ‖
‖       193 | 114261 |              67385 |   2.314e-02 |           49.5741 ‖
‖       194 | 114819 |              67777 |   2.315e-02 |           49.5734 ‖
‖       195 | 115493 |              68092 |   2.315e-02 |           49.5730 ‖
‖       196 | 116417 |              68170 |   2.316e-02 |           49.5727 ‖
‖       197 | 117091 |              68482 |   2.316e-02 |           49.4729 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1445.vnnlib: unknown
--- Verification time: 20.0620 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (778/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2965.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2965.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2965.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.946e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2965.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (779/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4129.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4129.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4129.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.317e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.233e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.138e-02 |           76.9079 ‖
‖         4 |      6 |                  2 |   3.094e-02 |           65.7586 ‖
‖         5 |      9 |                  5 |   3.055e-02 |           54.3362 ‖
‖         6 |     15 |                  8 |   2.948e-02 |           43.4928 ‖
‖         7 |     22 |                 15 |   2.799e-02 |           31.4442 ‖
‖         8 |     29 |                 29 |   2.696e-02 |           18.4116 ‖
‖         9 |     29 |                 55 |   2.733e-02 |            9.7398 ‖
‖        10 |     32 |                 79 |   2.586e-02 |            4.7076 ‖
‖        11 |     29 |                108 |   2.648e-02 |            2.3874 ‖
‖        12 |     26 |                138 |   2.576e-02 |            0.9610 ‖
‖        13 |     17 |                170 |   2.418e-02 |            0.2887 ‖
‖        14 |      6 |                195 |   2.585e-02 |            0.0675 ‖
‖        15 |      3 |                204 |   2.288e-02 |            0.0112 ‖
‖        16 |      1 |                208 |   2.485e-02 |            0.0028 ‖
‖        17 |      0 |                210 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.417 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4129.vnnlib: unsat
--- Verification time: 0.4276 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (780/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4679.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4679.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4679.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.349e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4679.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (781/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1150.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1150.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1150.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.908e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.778e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.713e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.574e-02 |          100.0000 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1150.vnnlib: sat
--- Verification time: 0.0672 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (782/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_788.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_788.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_788.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.320e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_788.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (783/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5906.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5906.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5906.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.651e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5906.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (784/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4819.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4819.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4819.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.602e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4819.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (785/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2168.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2168.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2168.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.373e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.224e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.133e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.992e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.846e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.077 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2168.vnnlib: sat
--- Verification time: 0.0873 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (786/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4124.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4124.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4124.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.887e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4124.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (787/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5877.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5877.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5877.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.869e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5877.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (788/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_611.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_611.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_611.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.470e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_611.vnnlib: unsat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (789/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4329.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4329.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4329.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.528e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4329.vnnlib: sat
--- Verification time: 0.0208 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (790/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1111.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1111.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1111.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.010e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1111.vnnlib: unsat
--- Verification time: 0.0189 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (791/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6139.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6139.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6139.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.840e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.792e-02 |          100.0011 ‖
‖         3 |      4 |                  0 |   2.729e-02 |           99.9984 ‖
‖         4 |      8 |                  0 |   2.691e-02 |          100.0038 ‖
‖         5 |     16 |                  0 |   2.643e-02 |          100.0038 ‖
‖         6 |     32 |                  0 |   2.580e-02 |           99.6858 ‖
‖         7 |     59 |                  5 |   2.498e-02 |           90.3125 ‖
‖         8 |     97 |                 26 |   2.371e-02 |           71.4191 ‖
‖         9 |    155 |                 60 |   2.308e-02 |           55.5781 ‖
‖        10 |    219 |                142 |   2.267e-02 |           38.9379 ‖
‖        11 |    302 |                267 |   2.197e-02 |           25.5949 ‖
‖        12 |    366 |                482 |   2.137e-02 |           15.3735 ‖
‖        13 |    367 |                815 |   2.079e-02 |            7.9518 ‖
‖        14 |    376 |               1152 |   1.986e-02 |            3.7605 ‖
‖        15 |    305 |               1552 |   1.909e-02 |            1.3237 ‖
‖        16 |    195 |               1924 |   1.827e-02 |            0.3833 ‖
‖        17 |    109 |               2164 |   1.716e-02 |            0.0938 ‖
‖        18 |     57 |               2297 |   1.693e-02 |            0.0353 ‖
‖        19 |     26 |               2370 |   1.649e-02 |            0.0000 ‖
‖        20 |     18 |               2399 |   1.594e-02 |            0.0000 ‖
‖        21 |      7 |               2423 |   1.732e-02 |            0.0000 ‖
‖        22 |      2 |               2433 |   1.549e-02 |            0.0000 ‖
‖        23 |      0 |               2436 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.993 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6139.vnnlib: unsat
--- Verification time: 1.0032 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (792/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2542.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2542.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2542.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.418e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2542.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (793/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2646.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2646.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2646.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.137e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.034e-02 |           94.6782 ‖
‖         3 |      4 |                  0 |   1.942e-02 |          108.2037 ‖
‖         4 |      8 |                  0 |   1.858e-02 |          108.2037 ‖
‖         5 |     16 |                  0 |   1.805e-02 |          108.2037 ‖
‖         6 |     30 |                  2 |   1.752e-02 |            0.0000 ‖
‖         7 |     51 |                 10 |   1.693e-02 |            0.0000 ‖
‖         8 |     85 |                 26 |   1.654e-02 |            0.0000 ‖
‖         9 |    135 |                 59 |   1.584e-02 |            0.0000 ‖
‖        10 |    203 |                115 |   1.533e-02 |            0.0000 ‖
‖        11 |    298 |                207 |   1.504e-02 |            0.0000 ‖
‖        12 |    421 |                363 |   1.470e-02 |            0.0000 ‖
‖        13 |    608 |                573 |   1.435e-02 |            0.0000 ‖
‖        14 |    849 |                905 |   1.394e-02 |            0.0000 ‖
‖        15 |   1158 |               1392 |   1.371e-02 |            0.0000 ‖
‖        16 |   1492 |               2029 |   1.342e-02 |            0.0000 ‖
‖        17 |   1838 |               2647 |   1.319e-02 |            0.0000 ‖
‖        18 |   2116 |               3333 |   1.293e-02 |            0.0000 ‖
‖        19 |   2182 |               4252 |   1.249e-02 |            0.0000 ‖
‖        20 |   2380 |               4947 |   1.234e-02 |            0.0000 ‖
‖        21 |   2931 |               5393 |   1.211e-02 |            0.0000 ‖
‖        22 |   3061 |               6190 |   1.197e-02 |            0.0000 ‖
‖        23 |   3020 |               7150 |   1.179e-02 |            0.0000 ‖
‖        24 |   2934 |               8131 |   1.169e-02 |            0.0000 ‖
‖        25 |   2818 |               9206 |   1.145e-02 |            0.0000 ‖
‖        26 |   2778 |              10196 |   1.128e-02 |            0.0000 ‖
‖        27 |   2602 |              11266 |   1.116e-02 |            0.0000 ‖
‖        28 |   2447 |              12334 |   1.095e-02 |            0.0000 ‖
‖        29 |   2176 |              13358 |   1.104e-02 |            0.0000 ‖
‖        30 |   1887 |              14508 |   1.095e-02 |            0.0000 ‖
‖        31 |   1573 |              15633 |   1.090e-02 |            0.0000 ‖
‖        32 |   1343 |              16767 |   1.056e-02 |            0.0000 ‖
‖        33 |   1097 |              17871 |   1.039e-02 |            0.0000 ‖
‖        34 |    749 |              19080 |   1.002e-02 |            0.0000 ‖
‖        35 |    486 |              19938 |   9.718e-03 |            0.0000 ‖
‖        36 |    275 |              20514 |   9.532e-03 |            0.0000 ‖
‖        37 |    149 |              20849 |   9.421e-03 |            0.0000 ‖
‖        38 |     78 |              21033 |   8.951e-03 |            0.0000 ‖
‖        39 |     39 |              21128 |   8.350e-03 |            0.0000 ‖
‖        40 |     19 |              21172 |   8.984e-03 |            0.0000 ‖
‖        41 |      9 |              21197 |   8.277e-03 |            0.0000 ‖
‖        42 |      5 |              21207 |   8.261e-03 |            0.0000 ‖
‖        43 |      3 |              21213 |   5.402e-03 |            0.0000 ‖
‖        44 |      1 |              21216 |   8.599e-03 |            0.0000 ‖
‖        45 |      1 |              21217 |   7.408e-03 |            0.0000 ‖
‖        46 |      0 |              21218 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.950 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2646.vnnlib: unsat
--- Verification time: 2.9601 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (794/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1163.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1163.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1163.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.407e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1163.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (795/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1692.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1692.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1692.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.355e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1692.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (796/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_785.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_785.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_785.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.124e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_785.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (797/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_523.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_523.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_523.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.976e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_523.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (798/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1423.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1423.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1423.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.059e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1423.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (799/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2202.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2202.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2202.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.793e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2202.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (800/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4387.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4387.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4387.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.142e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4387.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (801/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3324.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3324.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3324.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.467e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.410e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.261e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.126e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.995e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.882e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.794e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.708e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.630e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.560e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.496e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   3.432e-02 |          100.0003 ‖
‖        13 |   3072 |                  0 |   3.382e-02 |          100.0005 ‖
‖        14 |   4096 |                  0 |   3.345e-02 |          100.0005 ‖
‖        15 |   5120 |                  0 |   3.316e-02 |          100.0005 ‖
‖        16 |   6144 |                  0 |   3.283e-02 |          100.0005 ‖
‖        17 |   7168 |                  0 |   3.253e-02 |          100.0006 ‖
‖        18 |   8192 |                  0 |   3.226e-02 |          100.0004 ‖
‖        18 |   7168 |                  0 |   3.230e-02 |           86.6603 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.654 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3324.vnnlib: sat
--- Verification time: 0.6648 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (802/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2127.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2127.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2127.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.688e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2127.vnnlib: unsat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (803/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3882.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3882.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3882.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.000e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.884e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.848e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.777e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.685e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.625e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   2.567e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   2.473e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   2.424e-02 |          100.0009 ‖
‖        10 |    512 |                  0 |   2.375e-02 |          100.0009 ‖
‖        11 |   1022 |                  2 |   2.326e-02 |           99.5503 ‖
‖        12 |   2011 |                 34 |   2.287e-02 |           97.4229 ‖
‖        13 |   2901 |                163 |   2.262e-02 |           93.5084 ‖
‖        14 |   3913 |                174 |   2.245e-02 |           93.0265 ‖
‖        15 |   4881 |                221 |   2.229e-02 |           92.4686 ‖
‖        16 |   5590 |                527 |   2.204e-02 |           88.3970 ‖
‖        17 |   6543 |                592 |   2.187e-02 |           87.4593 ‖
‖        18 |   7529 |                625 |   2.172e-02 |           87.0872 ‖
‖        19 |   8469 |                709 |   2.157e-02 |           85.8418 ‖
‖        20 |   9475 |                724 |   2.144e-02 |           85.6749 ‖
‖        21 |  10454 |                762 |   2.130e-02 |           85.4390 ‖
‖        22 |  11477 |                763 |   2.119e-02 |           85.3774 ‖
‖        23 |  12496 |                768 |   2.106e-02 |           85.3790 ‖
‖        24 |  13123 |               1139 |   2.090e-02 |           83.6722 ‖
‖        25 |  13592 |               1673 |   2.074e-02 |           81.5863 ‖
‖        26 |  14131 |               2114 |   2.068e-02 |           81.3757 ‖
‖        27 |  14555 |               2681 |   2.067e-02 |           79.7263 ‖
‖        28 |  15362 |               2868 |   2.065e-02 |           79.4221 ‖
‖        29 |  16275 |               2974 |   2.058e-02 |           78.7468 ‖
‖        30 |  17232 |               3040 |   2.050e-02 |           78.3599 ‖
‖        31 |  18180 |               3116 |   2.046e-02 |           78.3541 ‖
‖        32 |  18930 |               3383 |   2.040e-02 |           77.9411 ‖
‖        33 |  19478 |               3853 |   2.036e-02 |           76.9375 ‖
‖        34 |  19947 |               4369 |   2.031e-02 |           76.4007 ‖
‖        35 |  20385 |               4895 |   2.028e-02 |           75.9319 ‖
‖        36 |  21087 |               5185 |   2.026e-02 |           75.3445 ‖
‖        37 |  21848 |               5440 |   2.021e-02 |           75.2909 ‖
‖        38 |  22404 |               5898 |   2.016e-02 |           74.7655 ‖
‖        39 |  23161 |               6160 |   2.011e-02 |           74.6891 ‖
‖        40 |  23764 |               6573 |   2.008e-02 |           74.6866 ‖
‖        41 |  24296 |               7051 |   2.005e-02 |           73.8660 ‖
‖        42 |  24938 |               7430 |   2.002e-02 |           73.6118 ‖
‖        43 |  25515 |               7837 |   1.999e-02 |           73.5337 ‖
‖        44 |  25995 |               8344 |   1.995e-02 |           73.2490 ‖
‖        45 |  26514 |               8805 |   1.993e-02 |           73.2389 ‖
‖        46 |  27169 |               9142 |   1.989e-02 |           73.1895 ‖
‖        47 |  27585 |               9698 |   1.987e-02 |           72.6810 ‖
‖        48 |  28450 |               9835 |   1.984e-02 |           72.6714 ‖
‖        49 |  29069 |              10184 |   1.983e-02 |           71.9966 ‖
‖        50 |  29537 |              10722 |   1.980e-02 |           70.5402 ‖
‖        51 |  29926 |              11311 |   1.977e-02 |           70.3302 ‖
‖        52 |  30434 |              11791 |   1.974e-02 |           70.3173 ‖
‖        53 |  30909 |              12291 |   1.972e-02 |           69.5740 ‖
‖        54 |  31319 |              12895 |   1.968e-02 |           68.3695 ‖
‖        55 |  31847 |              13367 |   1.966e-02 |           68.1526 ‖
‖        56 |  32360 |              13862 |   1.963e-02 |           67.7012 ‖
‖        57 |  32705 |              14498 |   1.961e-02 |           67.3905 ‖
‖        58 |  32953 |              15230 |   1.959e-02 |           66.8973 ‖
‖        59 |  33349 |              15823 |   1.958e-02 |           66.8012 ‖
‖        60 |  33844 |              16334 |   1.955e-02 |           66.3785 ‖
‖        61 |  34398 |              16790 |   1.953e-02 |           65.8554 ‖
‖        62 |  35067 |              17139 |   1.949e-02 |           65.8468 ‖
‖        63 |  35397 |              17811 |   1.947e-02 |           65.8269 ‖
‖        64 |  35832 |              18384 |   1.945e-02 |           65.2704 ‖
‖        65 |  36343 |              18861 |   1.945e-02 |           65.2060 ‖
‖        66 |  36627 |              19566 |   1.944e-02 |           64.5679 ‖
‖        67 |  37033 |              20153 |   1.944e-02 |           64.5298 ‖
‖        68 |  37610 |              20563 |   1.944e-02 |           64.4801 ‖
‖        69 |  37949 |              21232 |   1.942e-02 |           63.2328 ‖
‖        70 |  38302 |              21874 |   1.940e-02 |           62.7153 ‖
‖        71 |  38664 |              22475 |   1.939e-02 |           62.2958 ‖
‖        72 |  38933 |              23160 |   1.939e-02 |           62.1565 ‖
‖        73 |  39199 |              23856 |   1.938e-02 |           61.5969 ‖
‖        74 |  39507 |              24485 |   1.936e-02 |           61.5342 ‖
‖        75 |  40048 |              24918 |   1.935e-02 |           61.0703 ‖
‖        76 |  40724 |              25244 |   1.934e-02 |           60.8686 ‖
‖        77 |  41134 |              25785 |   1.932e-02 |           60.7784 ‖
‖        78 |  41658 |              26236 |   1.930e-02 |           60.4288 ‖
‖        79 |  42188 |              26660 |   1.929e-02 |           60.1376 ‖
‖        80 |  42625 |              27205 |   1.927e-02 |           59.5516 ‖
‖        81 |  42896 |              27891 |   1.926e-02 |           59.4251 ‖
‖        82 |  43245 |              28532 |   1.923e-02 |           59.3108 ‖
‖        83 |  43714 |              29048 |   1.922e-02 |           59.2287 ‖
‖        84 |  43876 |              29837 |   1.922e-02 |           59.2060 ‖
‖        85 |  44431 |              30267 |   1.922e-02 |           59.1735 ‖
‖        86 |  44756 |              30911 |   1.922e-02 |           58.6423 ‖
‖        87 |  45073 |              31555 |   1.922e-02 |           58.3587 ‖
‖        88 |  45408 |              32177 |   1.923e-02 |           57.9065 ‖
‖        89 |  45812 |              32770 |   1.923e-02 |           57.4269 ‖
‖        90 |  46163 |              33403 |   1.923e-02 |           57.2013 ‖
‖        91 |  46411 |              34136 |   1.922e-02 |           57.0304 ‖
‖        92 |  46657 |              34818 |   1.922e-02 |           56.9411 ‖
‖        93 |  46843 |              35594 |   1.921e-02 |           56.5341 ‖
‖        94 |  47012 |              36357 |   1.921e-02 |           56.3367 ‖
‖        95 |  47368 |              36972 |   1.921e-02 |           56.0005 ‖
‖        96 |  47710 |              37584 |   1.921e-02 |           55.9500 ‖
‖        97 |  48130 |              38127 |   1.920e-02 |           55.8524 ‖
‖        98 |  48633 |              38593 |   1.919e-02 |           55.7534 ‖
‖        99 |  48872 |              39301 |   1.918e-02 |           55.5816 ‖
‖       100 |  49196 |              39951 |   1.916e-02 |           55.4514 ‖
‖       101 |  49465 |              40676 |   1.914e-02 |           55.3930 ‖
‖       102 |  49902 |              41218 |   1.912e-02 |           55.2936 ‖
‖       103 |  50190 |              41906 |   1.911e-02 |           55.0807 ‖
‖       104 |  50550 |              42538 |   1.910e-02 |           55.0108 ‖
‖       105 |  50977 |              43079 |   1.909e-02 |           54.8070 ‖
‖       106 |  51263 |              43800 |   1.907e-02 |           54.1023 ‖
‖       107 |  51657 |              44372 |   1.907e-02 |           54.0051 ‖
‖       108 |  52010 |              45009 |   1.906e-02 |           53.9827 ‖
‖       109 |  52167 |              45794 |   1.905e-02 |           53.9528 ‖
‖       110 |  52466 |              46484 |   1.904e-02 |           53.9131 ‖
‖       111 |  52599 |              47304 |   1.903e-02 |           53.5878 ‖
‖       112 |  53022 |              47873 |   1.902e-02 |           53.5625 ‖
‖       113 |  53165 |              48680 |   1.901e-02 |           52.9972 ‖
‖       114 |  53466 |              49382 |   1.899e-02 |           52.5672 ‖
‖       115 |  53724 |              50086 |   1.898e-02 |           52.2870 ‖
‖       116 |  54109 |              50700 |   1.897e-02 |           52.0867 ‖
‖       117 |  54281 |              51447 |   1.896e-02 |           52.0248 ‖
‖       118 |  54481 |              52211 |   1.895e-02 |           51.7512 ‖
‖       119 |  54607 |              52999 |   1.895e-02 |           51.3381 ‖
‖       120 |  54994 |              53545 |   1.895e-02 |           50.9416 ‖
‖       121 |  55436 |              54101 |   1.894e-02 |           50.6671 ‖
‖       122 |  55793 |              54691 |   1.894e-02 |           50.4844 ‖
‖       123 |  56282 |              55185 |   1.892e-02 |           50.3475 ‖
‖       124 |  56398 |              55997 |   1.892e-02 |           50.1378 ‖
‖       125 |  56717 |              56690 |   1.890e-02 |           50.0983 ‖
‖       126 |  56759 |              57623 |   1.888e-02 |           49.7323 ‖
‖       127 |  56840 |              58499 |   1.886e-02 |           49.5329 ‖
‖       128 |  57021 |              59225 |   1.886e-02 |           49.4992 ‖
‖       129 |  57520 |              59702 |   1.884e-02 |           49.4821 ‖
‖       130 |  57850 |              60297 |   1.884e-02 |           49.4681 ‖
‖       131 |  58194 |              60892 |   1.882e-02 |           49.4576 ‖
‖       132 |  58437 |              61594 |   1.881e-02 |           49.2829 ‖
‖       133 |  58843 |              62171 |   1.879e-02 |           48.8388 ‖
‖       134 |  59083 |              62876 |   1.878e-02 |           48.4053 ‖
‖       135 |  59526 |              63395 |   1.878e-02 |           48.2655 ‖
‖       136 |  59406 |              64401 |   1.878e-02 |           47.7762 ‖
‖       137 |  59568 |              65150 |   1.879e-02 |           47.6613 ‖
‖       138 |  59825 |              65832 |   1.879e-02 |           47.4932 ‖
‖       139 |  60068 |              66507 |   1.881e-02 |           47.3873 ‖
‖       140 |  60501 |              67049 |   1.881e-02 |           47.2676 ‖
‖       141 |  60651 |              67859 |   1.881e-02 |           46.6990 ‖
‖       142 |  60822 |              68687 |   1.879e-02 |           46.1282 ‖
‖       143 |  60999 |              69453 |   1.879e-02 |           45.6678 ‖
‖       144 |  61096 |              70296 |   1.878e-02 |           45.4545 ‖
‖       145 |  61280 |              71101 |   1.876e-02 |           44.9608 ‖
‖       146 |  61472 |              71878 |   1.875e-02 |           44.6790 ‖
‖       147 |  61764 |              72561 |   1.875e-02 |           44.6088 ‖
‖       148 |  61794 |              73464 |   1.874e-02 |           44.0691 ‖
‖       149 |  61834 |              74364 |   1.874e-02 |           43.8067 ‖
‖       150 |  61969 |              75190 |   1.873e-02 |           43.7757 ‖
‖       151 |  61987 |              76094 |   1.872e-02 |           43.3817 ‖
‖       152 |  62153 |              76865 |   1.872e-02 |           43.1808 ‖
‖       153 |  62294 |              77691 |   1.872e-02 |           42.9076 ‖
‖       154 |  62495 |              78447 |   1.871e-02 |           42.7665 ‖
‖       155 |  62519 |              79366 |   1.871e-02 |           42.6851 ‖
‖       156 |  62710 |              80126 |   1.870e-02 |           42.6381 ‖
‖       157 |  62851 |              80912 |   1.870e-02 |           42.5467 ‖
‖       158 |  62938 |              81794 |   1.869e-02 |           42.3378 ‖
‖       159 |  63013 |              82654 |   1.868e-02 |           42.0182 ‖
‖       160 |  63170 |              83481 |   1.867e-02 |           41.8414 ‖
‖       161 |  63230 |              84359 |   1.866e-02 |           41.5133 ‖
‖       162 |  63285 |              85232 |   1.865e-02 |           41.1998 ‖
‖       163 |  63346 |              86102 |   1.865e-02 |           41.0714 ‖
‖       164 |  63250 |              87121 |   1.864e-02 |           40.9838 ‖
‖       165 |  63250 |              88085 |   1.863e-02 |           40.8288 ‖
‖       166 |  63272 |              88948 |   1.863e-02 |           40.7960 ‖
‖       167 |  63500 |              89661 |   1.862e-02 |           40.5957 ‖
‖       168 |  63667 |              90419 |   1.862e-02 |           40.4392 ‖
‖       169 |  63996 |              91043 |   1.862e-02 |           40.1881 ‖
‖       170 |  64445 |              91576 |   1.862e-02 |           40.0003 ‖
‖       171 |  64876 |              92109 |   1.862e-02 |           39.8809 ‖
‖       172 |  65256 |              92701 |   1.862e-02 |           39.4536 ‖
‖       173 |  65656 |              93269 |   1.862e-02 |           39.2004 ‖
‖       174 |  65906 |              94003 |   1.862e-02 |           38.9353 ‖
‖       175 |  66133 |              94751 |   1.861e-02 |           38.6011 ‖
‖       176 |  66412 |              95422 |   1.861e-02 |           38.4585 ‖
‖       177 |  66488 |              96340 |   1.859e-02 |           37.8491 ‖
‖       178 |  66409 |              97302 |   1.859e-02 |           37.4892 ‖
‖       179 |  66583 |              98095 |   1.859e-02 |           37.1502 ‖
‖       180 |  66730 |              98884 |   1.859e-02 |           36.8137 ‖
‖       181 |  66967 |              99594 |   1.859e-02 |           36.5429 ‖
‖       182 |  67233 |             100304 |   1.859e-02 |           36.2829 ‖
‖       183 |  67337 |             101142 |   1.859e-02 |           35.8720 ‖
‖       184 |  67434 |             101980 |   1.859e-02 |           35.6000 ‖
‖       185 |  67661 |             102709 |   1.859e-02 |           35.4475 ‖
‖       186 |  67941 |             103396 |   1.858e-02 |           35.1229 ‖
‖       187 |  68007 |             104259 |   1.858e-02 |           34.9379 ‖
‖       188 |  68140 |             105101 |   1.857e-02 |           34.7366 ‖
‖       189 |  68207 |             105972 |   1.857e-02 |           34.5943 ‖
‖       190 |  68334 |             106809 |   1.857e-02 |           34.4645 ‖
‖       191 |  68447 |             107637 |   1.857e-02 |           34.3714 ‖
‖       192 |  68633 |             108431 |   1.856e-02 |           34.2210 ‖
‖       193 |  68731 |             109264 |   1.856e-02 |           34.1251 ‖
‖       194 |  68731 |             110165 |   1.856e-02 |           34.0522 ‖
‖       195 |  68872 |             110989 |   1.855e-02 |           33.9702 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.052 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3882.vnnlib: unknown
--- Verification time: 20.0668 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (804/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2284.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2284.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2284.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.880e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2284.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (805/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6777.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6777.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6777.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.738e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.649e-02 |           99.9998 ‖
‖         3 |      4 |                  0 |   2.613e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   2.547e-02 |           99.9996 ‖
‖         5 |     16 |                  0 |   2.477e-02 |          100.0007 ‖
‖         6 |     32 |                  0 |   2.413e-02 |          100.0007 ‖
‖         7 |     64 |                  0 |   2.362e-02 |          100.0007 ‖
‖         8 |    128 |                  0 |   2.313e-02 |           99.9967 ‖
‖         9 |    255 |                  1 |   2.265e-02 |           98.7313 ‖
‖        10 |    494 |                 16 |   2.215e-02 |           95.0117 ‖
‖        11 |    933 |                 65 |   2.168e-02 |           88.9143 ‖
‖        12 |   1699 |                216 |   2.136e-02 |           80.4590 ‖
‖        13 |   2328 |                596 |   2.093e-02 |           69.5938 ‖
‖        14 |   3272 |                645 |   2.091e-02 |           68.8860 ‖
‖        15 |   3886 |               1046 |   2.067e-02 |           63.6628 ‖
‖        16 |   4663 |               1253 |   2.055e-02 |           61.7135 ‖
‖        17 |   5543 |               1387 |   2.040e-02 |           59.5550 ‖
‖        18 |   6472 |               1480 |   2.024e-02 |           58.0753 ‖
‖        19 |   7480 |               1489 |   2.011e-02 |           58.0359 ‖
‖        20 |   8145 |               1826 |   1.993e-02 |           56.1494 ‖
‖        21 |   9116 |               1854 |   1.982e-02 |           56.2138 ‖
‖        22 |   9917 |               2071 |   1.964e-02 |           54.7959 ‖
‖        23 |  10844 |               2160 |   1.951e-02 |           54.2726 ‖
‖        24 |  11846 |               2171 |   1.936e-02 |           54.2123 ‖
‖        25 |  12534 |               2490 |   1.919e-02 |           52.1500 ‖
‖        26 |  13544 |               2497 |   1.907e-02 |           52.1607 ‖
‖        27 |  14484 |               2580 |   1.891e-02 |           51.6134 ‖
‖        28 |  15151 |               2933 |   1.875e-02 |           49.2595 ‖
‖        29 |  15958 |               3131 |   1.863e-02 |           48.5621 ‖
‖        30 |  16761 |               3340 |   1.853e-02 |           48.0449 ‖
‖        31 |  17601 |               3518 |   1.846e-02 |           47.8916 ‖
‖        32 |  18460 |               3668 |   1.838e-02 |           47.9083 ‖
‖        33 |  19145 |               3976 |   1.826e-02 |           47.2124 ‖
‖        34 |  20011 |               4097 |   1.818e-02 |           47.2255 ‖
‖        35 |  20986 |               4138 |   1.804e-02 |           47.1544 ‖
‖        36 |  21953 |               4193 |   1.796e-02 |           46.8043 ‖
‖        37 |  22957 |               4209 |   1.786e-02 |           46.7349 ‖
‖        38 |  23815 |               4364 |   1.773e-02 |           46.3204 ‖
‖        39 |  24551 |               4620 |   1.765e-02 |           46.0123 ‖
‖        40 |  25213 |               4905 |   1.761e-02 |           45.9879 ‖
‖        41 |  25597 |               5478 |   1.758e-02 |           45.3276 ‖
‖        42 |  26014 |               6014 |   1.762e-02 |           45.1069 ‖
‖        43 |  26417 |               6541 |   1.763e-02 |           45.1099 ‖
‖        44 |  26901 |               7017 |   1.767e-02 |           45.1622 ‖
‖        45 |  27592 |               7299 |   1.769e-02 |           45.2316 ‖
‖        46 |  28377 |               7513 |   1.765e-02 |           45.2414 ‖
‖        47 |  28796 |               8066 |   1.761e-02 |           44.2804 ‖
‖        48 |  29501 |               8327 |   1.758e-02 |           44.3090 ‖
‖        49 |  30274 |               8550 |   1.755e-02 |           44.2297 ‖
‖        50 |  31118 |               8709 |   1.756e-02 |           44.2980 ‖
‖        51 |  31970 |               8866 |   1.750e-02 |           44.3064 ‖
‖        52 |  32715 |               9111 |   1.744e-02 |           44.0084 ‖
‖        53 |  33623 |               9211 |   1.740e-02 |           44.0084 ‖
‖        54 |  34499 |               9350 |   1.733e-02 |           44.0084 ‖
‖        55 |  34987 |               9861 |   1.726e-02 |           42.8248 ‖
‖        56 |  35384 |              10413 |   1.721e-02 |           42.1191 ‖
‖        57 |  35788 |              10986 |   1.716e-02 |           41.4945 ‖
‖        58 |  36209 |              11539 |   1.715e-02 |           40.9766 ‖
‖        59 |  36559 |              12150 |   1.714e-02 |           40.9492 ‖
‖        60 |  36814 |              12837 |   1.713e-02 |           40.2333 ‖
‖        61 |  37388 |              13232 |   1.713e-02 |           40.1659 ‖
‖        62 |  37779 |              13819 |   1.710e-02 |           39.8286 ‖
‖        63 |  38305 |              14252 |   1.710e-02 |           39.3834 ‖
‖        64 |  38830 |              14702 |   1.710e-02 |           39.3154 ‖
‖        65 |  39420 |              15101 |   1.708e-02 |           39.2345 ‖
‖        66 |  40097 |              15415 |   1.708e-02 |           39.2173 ‖
‖        67 |  40644 |              15866 |   1.704e-02 |           39.2438 ‖
‖        68 |  41008 |              16473 |   1.703e-02 |           38.8928 ‖
‖        69 |  41474 |              16986 |   1.701e-02 |           38.9368 ‖
‖        70 |  41884 |              17534 |   1.701e-02 |           38.7905 ‖
‖        71 |  42437 |              17946 |   1.703e-02 |           38.7208 ‖
‖        72 |  42802 |              18550 |   1.700e-02 |           38.7021 ‖
‖        73 |  43250 |              19059 |   1.700e-02 |           38.4137 ‖
‖        74 |  43715 |              19571 |   1.699e-02 |           38.3544 ‖
‖        75 |  44037 |              20224 |   1.697e-02 |           38.3147 ‖
‖        76 |  44310 |              20929 |   1.697e-02 |           37.4691 ‖
‖        77 |  44665 |              21532 |   1.700e-02 |           37.4319 ‖
‖        78 |  44807 |              22325 |   1.699e-02 |           37.4218 ‖
‖        79 |  45314 |              22784 |   1.700e-02 |           37.4401 ‖
‖        80 |  45639 |              23417 |   1.702e-02 |           37.4749 ‖
‖        81 |  45737 |              24235 |   1.700e-02 |           37.3499 ‖
‖        82 |  46141 |              24761 |   1.701e-02 |           37.3499 ‖
‖        83 |  46488 |              25359 |   1.701e-02 |           37.3499 ‖
‖        84 |  46684 |              26089 |   1.700e-02 |           37.2690 ‖
‖        85 |  47247 |              26455 |   1.702e-02 |           37.3367 ‖
‖        86 |  47440 |              27221 |   1.701e-02 |           37.3581 ‖
‖        87 |  47858 |              27685 |   1.703e-02 |           37.4035 ‖
‖        88 |  48386 |              28120 |   1.702e-02 |           37.4035 ‖
‖        89 |  48393 |              29058 |   1.702e-02 |           36.7701 ‖
‖        90 |  48704 |              29666 |   1.703e-02 |           36.7286 ‖
‖        91 |  48891 |              30430 |   1.703e-02 |           36.0900 ‖
‖        92 |  49403 |              30871 |   1.705e-02 |           35.7901 ‖
‖        93 |  50063 |              31195 |   1.704e-02 |           35.7717 ‖
‖        94 |  50712 |              31517 |   1.703e-02 |           35.6775 ‖
‖        95 |  51439 |              31793 |   1.703e-02 |           35.6374 ‖
‖        96 |  52141 |              32083 |   1.702e-02 |           35.6334 ‖
‖        97 |  52823 |              32403 |   1.702e-02 |           35.6326 ‖
‖        98 |  53372 |              32839 |   1.701e-02 |           35.6326 ‖
‖        99 |  53902 |              33285 |   1.699e-02 |           35.6326 ‖
‖       100 |  54345 |              33823 |   1.697e-02 |           35.6326 ‖
‖       101 |  54509 |              34605 |   1.695e-02 |           35.1379 ‖
‖       102 |  54781 |              35267 |   1.695e-02 |           35.0308 ‖
‖       103 |  55204 |              35818 |   1.696e-02 |           34.9376 ‖
‖       104 |  55540 |              36453 |   1.695e-02 |           34.9376 ‖
‖       105 |  55887 |              37077 |   1.694e-02 |           34.7188 ‖
‖       106 |  56354 |              37571 |   1.694e-02 |           34.5806 ‖
‖       107 |  56831 |              38076 |   1.692e-02 |           34.5806 ‖
‖       108 |  57462 |              38432 |   1.691e-02 |           34.3667 ‖
‖       109 |  58148 |              38746 |   1.692e-02 |           34.2791 ‖
‖       110 |  58589 |              39282 |   1.691e-02 |           34.2553 ‖
‖       111 |  59045 |              39800 |   1.691e-02 |           34.2015 ‖
‖       112 |  59460 |              40362 |   1.689e-02 |           34.2015 ‖
‖       113 |  59730 |              41062 |   1.688e-02 |           34.0695 ‖
‖       114 |  60062 |              41695 |   1.687e-02 |           34.0499 ‖
‖       115 |  60353 |              42372 |   1.686e-02 |           34.0429 ‖
‖       116 |  60890 |              42795 |   1.687e-02 |           33.9724 ‖
‖       117 |  61373 |              43282 |   1.687e-02 |           33.9101 ‖
‖       118 |  61675 |              43947 |   1.686e-02 |           33.8937 ‖
‖       119 |  61963 |              44601 |   1.686e-02 |           33.8664 ‖
‖       120 |  62274 |              45246 |   1.684e-02 |           33.8664 ‖
‖       121 |  62206 |              46251 |   1.683e-02 |           33.3526 ‖
‖       122 |  62318 |              47067 |   1.683e-02 |           33.3526 ‖
‖       123 |  62256 |              48093 |   1.682e-02 |           32.8194 ‖
‖       124 |  62199 |              49083 |   1.682e-02 |           32.8161 ‖
‖       125 |  62097 |              50093 |   1.682e-02 |           32.4259 ‖
‖       126 |  62254 |              50880 |   1.681e-02 |           32.3345 ‖
‖       127 |  62380 |              51691 |   1.681e-02 |           31.7834 ‖
‖       128 |  62744 |              52282 |   1.682e-02 |           31.8284 ‖
‖       129 |  63074 |              52911 |   1.681e-02 |           31.8660 ‖
‖       130 |  63193 |              53729 |   1.680e-02 |           31.3878 ‖
‖       131 |  63505 |              54355 |   1.680e-02 |           31.3632 ‖
‖       132 |  64052 |              54785 |   1.680e-02 |           31.4294 ‖
‖       133 |  64506 |              55302 |   1.680e-02 |           31.4911 ‖
‖       134 |  64522 |              56228 |   1.680e-02 |           31.2076 ‖
‖       135 |  64501 |              57161 |   1.680e-02 |           31.0183 ‖
‖       136 |  64609 |              57998 |   1.680e-02 |           30.4469 ‖
‖       137 |  64752 |              58776 |   1.680e-02 |           30.2605 ‖
‖       138 |  65011 |              59464 |   1.681e-02 |           30.0560 ‖
‖       139 |  65074 |              60317 |   1.681e-02 |           30.0095 ‖
‖       140 |  65348 |              60986 |   1.683e-02 |           29.9154 ‖
‖       141 |  65471 |              61820 |   1.682e-02 |           29.9128 ‖
‖       142 |  65886 |              62373 |   1.684e-02 |           29.9268 ‖
‖       143 |  66313 |              62889 |   1.685e-02 |           29.8917 ‖
‖       144 |  66637 |              63513 |   1.685e-02 |           29.8548 ‖
‖       145 |  66955 |              64167 |   1.684e-02 |           29.8384 ‖
‖       146 |  67150 |              64912 |   1.683e-02 |           29.5905 ‖
‖       147 |  67562 |              65460 |   1.684e-02 |           29.5307 ‖
‖       148 |  67907 |              66077 |   1.684e-02 |           29.4761 ‖
‖       149 |  68212 |              66737 |   1.683e-02 |           29.4426 ‖
‖       150 |  68502 |              67411 |   1.684e-02 |           29.2088 ‖
‖       151 |  68667 |              68188 |   1.683e-02 |           29.2126 ‖
‖       152 |  69126 |              68655 |   1.685e-02 |           29.2565 ‖
‖       153 |  69605 |              69162 |   1.686e-02 |           29.3156 ‖
‖       154 |  69788 |              69941 |   1.686e-02 |           29.3198 ‖
‖       155 |  69899 |              70742 |   1.686e-02 |           29.1829 ‖
‖       156 |  70331 |              71260 |   1.686e-02 |           29.1829 ‖
‖       157 |  70752 |              71788 |   1.686e-02 |           29.1829 ‖
‖       158 |  71193 |              72294 |   1.686e-02 |           29.1829 ‖
‖       159 |  71560 |              72887 |   1.685e-02 |           29.1751 ‖
‖       160 |  71659 |              73715 |   1.684e-02 |           29.1751 ‖
‖       161 |  71578 |              74704 |   1.684e-02 |           28.3426 ‖
‖       162 |  71633 |              75533 |   1.685e-02 |           27.7355 ‖
‖       163 |  71972 |              76108 |   1.686e-02 |           27.4412 ‖
‖       164 |  72172 |              76838 |   1.687e-02 |           27.3439 ‖
‖       165 |  72139 |              77796 |   1.687e-02 |           27.2591 ‖
‖       166 |  72381 |              78489 |   1.687e-02 |           27.1525 ‖
‖       167 |  72732 |              79059 |   1.689e-02 |           27.1173 ‖
‖       168 |  73215 |              79532 |   1.689e-02 |           27.1028 ‖
‖       169 |  73390 |              80293 |   1.689e-02 |           27.0772 ‖
‖       170 |  73631 |              80969 |   1.690e-02 |           27.0772 ‖
‖       171 |  74090 |              81454 |   1.689e-02 |           27.0772 ‖
‖       172 |  74571 |              81921 |   1.689e-02 |           27.0772 ‖
‖       173 |  74896 |              82531 |   1.689e-02 |           27.0192 ‖
‖       174 |  75220 |              83154 |   1.690e-02 |           26.9864 ‖
‖       175 |  75515 |              83784 |   1.691e-02 |           26.9464 ‖
‖       176 |  76010 |              84224 |   1.693e-02 |           26.9389 ‖
‖       177 |  76444 |              84744 |   1.694e-02 |           26.9365 ‖
‖       178 |  76552 |              85587 |   1.694e-02 |           26.9343 ‖
‖       179 |  76894 |              86145 |   1.696e-02 |           26.9342 ‖
‖       180 |  77398 |              86591 |   1.696e-02 |           26.9166 ‖
‖       181 |  77968 |              86980 |   1.695e-02 |           26.9166 ‖
‖       182 |  78359 |              87552 |   1.694e-02 |           26.7077 ‖
‖       183 |  78803 |              88048 |   1.693e-02 |           26.5861 ‖
‖       184 |  79446 |              88389 |   1.692e-02 |           26.5861 ‖
‖       185 |  79688 |              89124 |   1.690e-02 |           26.2249 ‖
‖       186 |  79965 |              89795 |   1.689e-02 |           25.9240 ‖
‖       187 |  80402 |              90338 |   1.688e-02 |           25.7166 ‖
‖       188 |  80879 |              90825 |   1.688e-02 |           25.6607 ‖
‖       189 |  81359 |              91315 |   1.686e-02 |           25.6607 ‖
‖       190 |  81714 |              91947 |   1.685e-02 |           25.5848 ‖
‖       191 |  82027 |              92600 |   1.684e-02 |           25.5412 ‖
‖       192 |  82235 |              93330 |   1.684e-02 |           25.5412 ‖
‖       193 |  82366 |              94152 |   1.684e-02 |           25.4357 ‖
‖       194 |  82717 |              94763 |   1.684e-02 |           25.3516 ‖
‖       195 |  82934 |              95502 |   1.683e-02 |           25.2916 ‖
‖       196 |  83366 |              96035 |   1.684e-02 |           25.2280 ‖
‖       197 |  83699 |              96665 |   1.683e-02 |           25.2103 ‖
‖       198 |  84235 |              97086 |   1.683e-02 |           25.1337 ‖
‖       199 |  84747 |              97547 |   1.683e-02 |           25.0748 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.069 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6777.vnnlib: unknown
--- Verification time: 20.0839 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (806/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4235.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4235.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4235.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.607e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4235.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (807/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4904.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4904.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4904.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.058e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4904.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (808/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5047.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5047.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5047.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.095e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.974e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.877e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.827e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.763e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.666e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.574e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.486e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.401e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.319e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.254e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   3.188e-02 |           99.9795 ‖
‖        13 |   3068 |                  4 |   3.143e-02 |           99.8087 ‖
‖        14 |   4090 |                  6 |   3.115e-02 |           99.6894 ‖
‖        15 |   5114 |                  6 |   3.090e-02 |           99.6882 ‖
‖        16 |   6107 |                 36 |   3.065e-02 |           99.1870 ‖
‖        17 |   7127 |                 40 |   3.042e-02 |           99.1451 ‖
‖        18 |   8144 |                 46 |   3.021e-02 |           99.0675 ‖
‖        19 |   9156 |                 58 |   3.000e-02 |           98.8347 ‖
‖        20 |  10167 |                 70 |   2.981e-02 |           98.5301 ‖
‖        21 |  11189 |                 71 |   2.962e-02 |           98.4948 ‖
‖        22 |  12213 |                 71 |   2.943e-02 |           98.4941 ‖
‖        23 |  13237 |                 71 |   2.927e-02 |           98.4508 ‖
‖        24 |  14255 |                 77 |   2.912e-02 |           98.3868 ‖
‖        25 |  15105 |                247 |   2.892e-02 |           97.0932 ‖
‖        26 |  16123 |                252 |   2.875e-02 |           96.9970 ‖
‖        27 |  17147 |                252 |   2.856e-02 |           96.9974 ‖
‖        28 |  18167 |                256 |   2.839e-02 |           96.9585 ‖
‖        29 |  19188 |                259 |   2.823e-02 |           96.9351 ‖
‖        30 |  20206 |                264 |   2.805e-02 |           96.9030 ‖
‖        31 |  21225 |                269 |   2.790e-02 |           96.8689 ‖
‖        32 |  22247 |                270 |   2.776e-02 |           96.8680 ‖
‖        33 |  23260 |                278 |   2.759e-02 |           96.8432 ‖
‖        34 |  24283 |                279 |   2.747e-02 |           96.8309 ‖
‖        35 |  25279 |                306 |   2.733e-02 |           96.6583 ‖
‖        36 |  26283 |                321 |   2.715e-02 |           96.5735 ‖
‖        37 |  27245 |                383 |   2.702e-02 |           96.1359 ‖
‖        38 |  28221 |                429 |   2.689e-02 |           95.8562 ‖
‖        39 |  29231 |                443 |   2.673e-02 |           95.7469 ‖
‖        40 |  30233 |                464 |   2.662e-02 |           95.5976 ‖
‖        41 |  31256 |                465 |   2.650e-02 |           95.5940 ‖
‖        42 |  32277 |                468 |   2.635e-02 |           95.5567 ‖
‖        43 |  33301 |                468 |   2.624e-02 |           95.5571 ‖
‖        44 |  34323 |                470 |   2.612e-02 |           95.5426 ‖
‖        45 |  35320 |                495 |   2.597e-02 |           95.3561 ‖
‖        46 |  36309 |                530 |   2.586e-02 |           95.0306 ‖
‖        47 |  37330 |                533 |   2.575e-02 |           94.9855 ‖
‖        48 |  38340 |                544 |   2.559e-02 |           94.9483 ‖
‖        49 |  39362 |                546 |   2.550e-02 |           94.9211 ‖
‖        50 |  40378 |                554 |   2.539e-02 |           94.9223 ‖
‖        51 |  41250 |                683 |   2.524e-02 |           94.6974 ‖
‖        52 |  41776 |               1161 |   2.515e-02 |           93.5588 ‖
‖        53 |  42443 |               1493 |   2.509e-02 |           93.3629 ‖
‖        54 |  42995 |               1944 |   2.505e-02 |           93.0456 ‖
‖        55 |  43530 |               2409 |   2.506e-02 |           92.8415 ‖
‖        56 |  43997 |               2929 |   2.507e-02 |           92.8400 ‖
‖        57 |  44431 |               3461 |   2.510e-02 |           92.8236 ‖
‖        58 |  44897 |               3964 |   2.518e-02 |           92.8241 ‖
‖        59 |  45709 |               4156 |   2.517e-02 |           92.8242 ‖
‖        60 |  46621 |               4257 |   2.514e-02 |           92.6684 ‖
‖        61 |  47591 |               4307 |   2.514e-02 |           92.5564 ‖
‖        62 |  48610 |               4311 |   2.510e-02 |           92.5541 ‖
‖        63 |  49629 |               4315 |   2.505e-02 |           92.5305 ‖
‖        64 |  50650 |               4318 |   2.504e-02 |           92.5280 ‖
‖        65 |  51672 |               4319 |   2.498e-02 |           92.5276 ‖
‖        66 |  52681 |               4333 |   2.491e-02 |           92.4800 ‖
‖        67 |  53705 |               4333 |   2.488e-02 |           92.4794 ‖
‖        68 |  54729 |               4333 |   2.480e-02 |           92.4790 ‖
‖        69 |  55745 |               4340 |   2.475e-02 |           92.4781 ‖
‖        70 |  56739 |               4366 |   2.472e-02 |           92.4712 ‖
‖        71 |  57677 |               4442 |   2.466e-02 |           92.4652 ‖
‖        72 |  58533 |               4593 |   2.462e-02 |           92.4400 ‖
‖        73 |  59297 |               4831 |   2.462e-02 |           92.4390 ‖
‖        74 |  59948 |               5161 |   2.459e-02 |           92.4386 ‖
‖        75 |  60558 |               5543 |   2.457e-02 |           92.4128 ‖
‖        76 |  61089 |               5995 |   2.458e-02 |           92.4132 ‖
‖        77 |  61537 |               6521 |   2.457e-02 |           92.4134 ‖
‖        78 |  61974 |               7037 |   2.458e-02 |           92.3906 ‖
‖        79 |  62616 |               7364 |   2.461e-02 |           92.3770 ‖
‖        80 |  63411 |               7565 |   2.457e-02 |           92.3771 ‖
‖        81 |  64288 |               7689 |   2.454e-02 |           92.3598 ‖
‖        82 |  65236 |               7759 |   2.453e-02 |           92.3355 ‖
‖        83 |  66227 |               7787 |   2.447e-02 |           92.3328 ‖
‖        84 |  67206 |               7827 |   2.442e-02 |           92.2819 ‖
‖        85 |  68230 |               7827 |   2.438e-02 |           92.2821 ‖
‖        86 |  69251 |               7829 |   2.430e-02 |           92.2822 ‖
‖        87 |  70232 |               7866 |   2.426e-02 |           92.2299 ‖
‖        88 |  71188 |               7931 |   2.423e-02 |           92.1154 ‖
‖        89 |  72116 |               8019 |   2.416e-02 |           92.0737 ‖
‖        90 |  72938 |               8204 |   2.412e-02 |           91.9095 ‖
‖        91 |  73652 |               8486 |   2.412e-02 |           91.8643 ‖
‖        92 |  74311 |               8825 |   2.407e-02 |           91.8643 ‖
‖        93 |  74807 |               9307 |   2.406e-02 |           91.7082 ‖
‖        94 |  75241 |               9848 |   2.408e-02 |           91.7083 ‖
‖        95 |  75764 |              10292 |   2.405e-02 |           91.7083 ‖
‖        96 |  76344 |              10689 |   2.406e-02 |           91.5421 ‖
‖        97 |  77074 |              10958 |   2.407e-02 |           91.4381 ‖
‖        98 |  77953 |              11087 |   2.400e-02 |           91.4364 ‖
‖        99 |  78906 |              11147 |   2.399e-02 |           91.4158 ‖
‖       100 |  79892 |              11182 |   2.397e-02 |           91.4161 ‖
‖       101 |  80861 |              11232 |   2.388e-02 |           91.4161 ‖
‖       102 |  81767 |              11344 |   2.384e-02 |           91.2304 ‖
‖       103 |  82663 |              11460 |   2.381e-02 |           91.2305 ‖
‖       104 |  83504 |              11626 |   2.373e-02 |           91.2305 ‖
‖       105 |  84217 |              11919 |   2.372e-02 |           91.2074 ‖
‖       106 |  84860 |              12271 |   2.373e-02 |           91.2071 ‖
‖       107 |  85372 |              12749 |   2.369e-02 |           91.2071 ‖
‖       108 |  85813 |              13270 |   2.371e-02 |           91.2015 ‖
‖       109 |  86354 |              13703 |   2.373e-02 |           91.1808 ‖
‖       110 |  86940 |              14081 |   2.369e-02 |           91.1808 ‖
‖       111 |  87646 |              14361 |   2.367e-02 |           90.9546 ‖
‖       112 |  88503 |              14506 |   2.364e-02 |           90.9546 ‖
‖       113 |  89338 |              14671 |   2.356e-02 |           90.9279 ‖
‖       114 |  90056 |              14954 |   2.355e-02 |           90.6067 ‖
‖       115 |  90743 |              15270 |   2.354e-02 |           90.3940 ‖
‖       116 |  91389 |              15625 |   2.349e-02 |           90.3179 ‖
‖       117 |  91999 |              16010 |   2.350e-02 |           90.1683 ‖
‖       118 |  92506 |              16483 |   2.351e-02 |           90.1404 ‖
‖       119 |  92994 |              16959 |   2.346e-02 |           90.0252 ‖
‖       120 |  93612 |              17321 |   2.346e-02 |           89.9927 ‖
‖       121 |  94195 |              17728 |   2.344e-02 |           89.9927 ‖
‖       122 |  94579 |              18304 |   2.341e-02 |           89.9097 ‖
‖       123 |  95161 |              18697 |   2.343e-02 |           89.8410 ‖
‖       124 |  95643 |              19184 |   2.345e-02 |           89.8071 ‖
‖       125 |  95933 |              19852 |   2.343e-02 |           89.7965 ‖
‖       126 |  96411 |              20329 |   2.346e-02 |           89.7964 ‖
‖       127 |  96902 |              20820 |   2.348e-02 |           89.7963 ‖
‖       128 |  96979 |              21674 |   2.346e-02 |           89.6913 ‖
‖       129 |  97435 |              22175 |   2.346e-02 |           89.6913 ‖
‖       130 |  97788 |              22781 |   2.347e-02 |           89.6914 ‖
‖       131 |  97660 |              23824 |   2.346e-02 |           89.3034 ‖
‖       132 |  97540 |              24851 |   2.347e-02 |           88.6203 ‖
‖       133 |  97450 |              25861 |   2.348e-02 |           88.3096 ‖
‖       134 |  97703 |              26543 |   2.350e-02 |           88.1509 ‖
‖       135 |  97957 |              27223 |   2.350e-02 |           88.0915 ‖
‖       136 |  98123 |              27998 |   2.352e-02 |           87.6728 ‖
‖       137 |  98579 |              28500 |   2.353e-02 |           87.6651 ‖
‖       138 |  98974 |              29067 |   2.355e-02 |           87.1738 ‖
‖       139 |  99636 |              29368 |   2.356e-02 |           86.9823 ‖
‖       140 | 100478 |              29530 |   2.357e-02 |           86.8972 ‖
‖       141 | 101434 |              29585 |   2.356e-02 |           86.8569 ‖
‖       142 | 102389 |              29649 |   2.355e-02 |           86.7999 ‖
‖       143 | 103398 |              29661 |   2.353e-02 |           86.7941 ‖
‖       144 | 104409 |              29674 |   2.353e-02 |           86.7861 ‖
‖       145 | 105423 |              29682 |   2.352e-02 |           86.7836 ‖
‖       146 | 106433 |              29694 |   2.351e-02 |           86.7836 ‖
‖       147 | 107410 |              29737 |   2.348e-02 |           86.7836 ‖
‖       148 | 108146 |              30007 |   2.346e-02 |           86.4220 ‖
‖       149 | 108983 |              30169 |   2.343e-02 |           86.3471 ‖
‖       150 | 109785 |              30364 |   2.341e-02 |           86.3471 ‖
‖       151 | 110371 |              30778 |   2.340e-02 |           85.9946 ‖
‖       152 | 111005 |              31127 |   2.341e-02 |           85.8540 ‖
‖       153 | 111657 |              31448 |   2.339e-02 |           85.8494 ‖
‖       154 | 112246 |              31851 |   2.340e-02 |           85.7785 ‖
‖       155 | 112816 |              32262 |   2.338e-02 |           85.7785 ‖
‖       156 | 113254 |              32793 |   2.337e-02 |           85.7685 ‖
‖       157 | 113598 |              33408 |   2.339e-02 |           85.6234 ‖
‖       158 | 114194 |              33752 |   2.339e-02 |           85.6164 ‖
‖       159 | 115036 |              33905 |   2.337e-02 |           85.6113 ‖
‖       160 | 115892 |              34055 |   2.337e-02 |           85.5261 ‖
‖       161 | 116816 |              34144 |   2.337e-02 |           85.5164 ‖
‖       162 | 117731 |              34242 |   2.334e-02 |           85.5163 ‖
‖       163 | 118585 |              34388 |   2.334e-02 |           85.5084 ‖
‖       164 | 119430 |              34543 |   2.332e-02 |           85.5084 ‖
‖       165 | 120204 |              34769 |   2.328e-02 |           85.4598 ‖
‖       166 | 120896 |              35068 |   2.328e-02 |           85.4023 ‖
‖       167 | 121632 |              35327 |   2.326e-02 |           85.4023 ‖
‖       168 | 122309 |              35637 |   2.323e-02 |           85.4003 ‖
‖       169 | 123025 |              35910 |   2.323e-02 |           85.3984 ‖
‖       170 | 123682 |              36244 |   2.324e-02 |           85.3976 ‖
‖       171 | 124318 |              36594 |   2.321e-02 |           85.3973 ‖
‖       172 | 124885 |              37005 |   2.322e-02 |           85.3972 ‖
‖       173 | 125441 |              37416 |   2.320e-02 |           85.3972 ‖
‖       174 | 125915 |              37929 |   2.318e-02 |           85.3727 ‖
‖       175 | 126322 |              38481 |   2.320e-02 |           85.3228 ‖
‖       176 | 126704 |              39035 |   2.320e-02 |           85.3207 ‖
‖       177 | 127207 |              39496 |   2.319e-02 |           85.3182 ‖
‖       178 | 127797 |              39876 |   2.320e-02 |           85.3018 ‖
‖       179 | 128339 |              40308 |   2.321e-02 |           85.3008 ‖
‖       180 | 128694 |              40919 |   2.320e-02 |           85.3004 ‖
‖       181 | 129175 |              41355 |   2.321e-02 |           85.2997 ‖
‖       182 | 129672 |              41832 |   2.320e-02 |           85.2997 ‖
‖       183 | 129887 |              42574 |   2.319e-02 |           85.1831 ‖
‖       184 | 130316 |              43090 |   2.320e-02 |           85.1666 ‖
‖       185 | 130732 |              43645 |   2.319e-02 |           85.1667 ‖
‖       186 | 130981 |              44342 |   2.321e-02 |           85.1553 ‖
‖       187 | 131392 |              44894 |   2.323e-02 |           85.1228 ‖
‖       188 | 131675 |              45582 |   2.324e-02 |           85.1089 ‖
‖       189 | 132039 |              46161 |   2.326e-02 |           85.1036 ‖
‖       190 | 132514 |              46652 |   2.325e-02 |           85.1036 ‖
‖       191 | 132946 |              47187 |   2.326e-02 |           85.0292 ‖
‖       192 | 133525 |              47573 |   2.325e-02 |           85.0291 ‖
‖       193 | 134160 |              47914 |   2.325e-02 |           85.0278 ‖
‖       194 | 134902 |              48160 |   2.326e-02 |           85.0275 ‖
‖       195 | 135731 |              48322 |   2.326e-02 |           85.0275 ‖
‖       196 | 136663 |              48398 |   2.323e-02 |           85.0275 ‖
‖       197 | 137536 |              48540 |   2.322e-02 |           84.8917 ‖
‖       198 | 138522 |              48570 |   2.319e-02 |           84.8831 ‖
‖       199 | 139437 |              48669 |   2.319e-02 |           84.7912 ‖
‖       200 | 140334 |              48789 |   2.319e-02 |           84.7646 ‖
‖       201 | 141150 |              48974 |   2.318e-02 |           84.7505 ‖
‖       202 | 141874 |              49240 |   2.316e-02 |           84.7505 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.103 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5047.vnnlib: unknown
--- Verification time: 20.1196 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (809/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3047.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3047.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3047.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.309e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3047.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (810/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5012.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5012.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5012.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.436e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5012.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (811/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1272.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1272.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1272.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.653e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1272.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (812/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3552.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3552.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3552.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.541e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.374e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.287e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   5.158e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   5.037e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.964e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.876e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   4.777e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   4.664e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.565e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.471e-02 |          100.0003 ‖
‖        12 |   2048 |                  0 |   4.385e-02 |           99.9997 ‖
‖        13 |   3072 |                  0 |   4.323e-02 |           99.9904 ‖
‖        14 |   4096 |                  0 |   4.285e-02 |           99.9905 ‖
‖        15 |   5120 |                  0 |   4.253e-02 |           99.9905 ‖
‖        16 |   6137 |                  7 |   4.209e-02 |           99.8006 ‖
‖        17 |   7161 |                  7 |   4.175e-02 |           99.7884 ‖
‖        18 |   8185 |                  7 |   4.146e-02 |           99.7886 ‖
‖        19 |   9209 |                  7 |   4.117e-02 |           99.7887 ‖
‖        20 |  10233 |                  7 |   4.090e-02 |           99.7886 ‖
‖        21 |  11257 |                  7 |   4.080e-02 |           99.7881 ‖
‖        22 |  12281 |                  7 |   4.073e-02 |           99.7882 ‖
‖        23 |  13305 |                  7 |   4.067e-02 |           99.7882 ‖
‖        24 |  14329 |                  7 |   4.053e-02 |           99.7886 ‖
‖        25 |  15349 |                 11 |   4.038e-02 |           99.7395 ‖
‖        26 |  16357 |                 27 |   4.023e-02 |           99.6229 ‖
‖        27 |  17347 |                 50 |   4.008e-02 |           99.5090 ‖
‖        28 |  18322 |                 98 |   3.994e-02 |           99.1505 ‖
‖        29 |  19297 |                138 |   3.985e-02 |           98.8733 ‖
‖        30 |  20276 |                167 |   3.973e-02 |           98.8337 ‖
‖        31 |  21300 |                167 |   3.958e-02 |           98.8337 ‖
‖        32 |  22322 |                169 |   3.951e-02 |           98.8243 ‖
‖        33 |  23344 |                171 |   3.949e-02 |           98.8238 ‖
‖        34 |  24366 |                173 |   3.940e-02 |           98.8229 ‖
‖        35 |  25387 |                176 |   3.935e-02 |           98.7828 ‖
‖        36 |  26411 |                176 |   3.933e-02 |           98.7799 ‖
‖        37 |  27435 |                176 |   3.922e-02 |           98.7792 ‖
‖        38 |  28459 |                176 |   3.910e-02 |           98.7789 ‖
‖        39 |  29477 |                182 |   3.907e-02 |           98.7655 ‖
‖        40 |  30487 |                195 |   3.902e-02 |           98.7533 ‖
‖        41 |  31480 |                225 |   3.901e-02 |           98.7283 ‖
‖        42 |  32476 |                249 |   3.900e-02 |           98.7200 ‖
‖        43 |  33498 |                251 |   3.898e-02 |           98.7204 ‖
‖        44 |  34522 |                251 |   3.898e-02 |           98.7210 ‖
‖        45 |  35546 |                251 |   3.895e-02 |           98.7216 ‖
‖        46 |  36569 |                252 |   3.892e-02 |           98.7218 ‖
‖        47 |  37580 |                265 |   3.891e-02 |           98.7202 ‖
‖        48 |  38584 |                285 |   3.887e-02 |           98.7179 ‖
‖        49 |  39595 |                298 |   3.882e-02 |           98.7173 ‖
‖        50 |  40600 |                317 |   3.877e-02 |           98.7154 ‖
‖        51 |  41622 |                319 |   3.873e-02 |           98.7101 ‖
‖        52 |  42613 |                352 |   3.869e-02 |           98.5973 ‖
‖        53 |  43609 |                377 |   3.865e-02 |           98.5167 ‖
‖        54 |  44610 |                391 |   3.859e-02 |           98.4864 ‖
‖        55 |  45616 |                405 |   3.853e-02 |           98.4784 ‖
‖        56 |  46610 |                432 |   3.849e-02 |           98.4548 ‖
‖        57 |  47595 |                467 |   3.847e-02 |           98.4281 ‖
‖        58 |  48575 |                504 |   3.843e-02 |           98.4080 ‖
‖        59 |  49534 |                558 |   3.840e-02 |           98.3420 ‖
‖        60 |  50515 |                593 |   3.836e-02 |           98.3270 ‖
‖        61 |  51535 |                597 |   3.831e-02 |           98.3227 ‖
‖        62 |  52552 |                602 |   3.826e-02 |           98.3177 ‖
‖        63 |  53452 |                722 |   3.823e-02 |           97.9460 ‖
‖        64 |  54366 |                814 |   3.820e-02 |           97.7826 ‖
‖        65 |  55211 |                986 |   3.819e-02 |           97.3068 ‖
‖        66 |  56018 |               1173 |   3.818e-02 |           96.9154 ‖
‖        67 |  56865 |               1320 |   3.814e-02 |           96.7387 ‖
‖        68 |  57713 |               1479 |   3.812e-02 |           96.5410 ‖
‖        69 |  58615 |               1582 |   3.809e-02 |           96.4251 ‖
‖        70 |  59562 |               1650 |   3.806e-02 |           96.3716 ‖
‖        71 |  60492 |               1743 |   3.801e-02 |           96.3262 ‖
‖        72 |  61411 |               1838 |   3.796e-02 |           96.2836 ‖
‖        73 |  62351 |               1914 |   3.789e-02 |           96.2738 ‖
‖        74 |  63273 |               2010 |   3.785e-02 |           96.2361 ‖
‖        75 |  64265 |               2033 |   3.783e-02 |           96.2110 ‖
‖        76 |  65283 |               2037 |   3.782e-02 |           96.2103 ‖
‖        77 |  66306 |               2038 |   3.782e-02 |           96.2097 ‖
‖        78 |  67320 |               2048 |   3.782e-02 |           96.1943 ‖
‖        79 |  68335 |               2056 |   3.780e-02 |           96.1661 ‖
‖        80 |  69355 |               2060 |   3.777e-02 |           96.1655 ‖
‖        81 |  70349 |               2089 |   3.774e-02 |           96.0856 ‖
‖        82 |  71325 |               2134 |   3.771e-02 |           96.0019 ‖
‖        83 |  72217 |               2259 |   3.769e-02 |           95.6803 ‖
‖        84 |  73102 |               2375 |   3.766e-02 |           95.6495 ‖
‖        85 |  73993 |               2498 |   3.765e-02 |           95.4881 ‖
‖        86 |  74877 |               2620 |   3.765e-02 |           95.4652 ‖
‖        87 |  75729 |               2779 |   3.763e-02 |           95.4461 ‖
‖        88 |  76543 |               2973 |   3.761e-02 |           95.4316 ‖
‖        89 |  77407 |               3111 |   3.757e-02 |           95.4163 ‖
‖        90 |  78265 |               3258 |   3.754e-02 |           95.4047 ‖
‖        91 |  79102 |               3418 |   3.752e-02 |           95.3931 ‖
‖        92 |  79986 |               3544 |   3.748e-02 |           95.3851 ‖
‖        93 |  80918 |               3628 |   3.744e-02 |           95.3372 ‖
‖        94 |  81762 |               3796 |   3.741e-02 |           95.1867 ‖
‖        95 |  82476 |               4089 |   3.741e-02 |           94.9877 ‖
‖        96 |  83285 |               4281 |   3.742e-02 |           94.8721 ‖
‖        97 |  84129 |               4443 |   3.740e-02 |           94.7989 ‖
‖        98 |  84903 |               4676 |   3.739e-02 |           94.6941 ‖
‖        99 |  85620 |               4958 |   3.738e-02 |           94.5923 ‖
‖       100 |  86355 |               5228 |   3.736e-02 |           94.4775 ‖
‖       101 |  87215 |               5379 |   3.734e-02 |           94.4181 ‖
‖       102 |  88092 |               5515 |   3.731e-02 |           94.3676 ‖
‖       103 |  89009 |               5613 |   3.727e-02 |           94.3170 ‖
‖       104 |  90009 |               5634 |   3.723e-02 |           94.3047 ‖
‖       105 |  91029 |               5637 |   3.718e-02 |           94.3045 ‖
‖       106 |  92042 |               5647 |   3.713e-02 |           94.3020 ‖
‖       107 |  93062 |               5650 |   3.708e-02 |           94.3018 ‖
‖       108 |  94066 |               5670 |   3.702e-02 |           94.3006 ‖
‖       109 |  95081 |               5678 |   3.698e-02 |           94.2934 ‖
‖       110 |  96105 |               5678 |   3.693e-02 |           94.2933 ‖
‖       111 |  97122 |               5685 |   3.686e-02 |           94.2900 ‖
‖       112 |  98142 |               5689 |   3.679e-02 |           94.2884 ‖
‖       113 |  99159 |               5696 |   3.672e-02 |           94.2873 ‖
‖       114 | 100173 |               5706 |   3.665e-02 |           94.2854 ‖
‖       115 | 101175 |               5727 |   3.657e-02 |           94.2837 ‖
‖       116 | 102182 |               5741 |   3.650e-02 |           94.2835 ‖
‖       117 | 103157 |               5787 |   3.644e-02 |           94.2816 ‖
‖       118 | 104121 |               5839 |   3.637e-02 |           94.2811 ‖
‖       119 | 105084 |               5890 |   3.632e-02 |           94.2810 ‖
‖       120 | 105917 |               6069 |   3.626e-02 |           94.2784 ‖
‖       121 | 106642 |               6340 |   3.622e-02 |           94.2773 ‖
‖       122 | 107255 |               6712 |   3.621e-02 |           94.2763 ‖
‖       123 | 107791 |               7156 |   3.620e-02 |           94.2745 ‖
‖       124 | 108189 |               7745 |   3.621e-02 |           94.2729 ‖
‖       125 | 108654 |               8238 |   3.623e-02 |           94.2724 ‖
‖       126 | 109278 |               8601 |   3.624e-02 |           94.2705 ‖
‖       127 | 109989 |               8883 |   3.626e-02 |           94.2683 ‖
‖       128 | 110815 |               9057 |   3.627e-02 |           94.2657 ‖
‖       129 | 111671 |               9204 |   3.626e-02 |           94.2525 ‖
‖       130 | 112588 |               9295 |   3.625e-02 |           94.2512 ‖
‖       131 | 113441 |               9451 |   3.623e-02 |           94.2500 ‖
‖       132 | 114168 |               9720 |   3.622e-02 |           94.1539 ‖
‖       133 | 114834 |              10047 |   3.621e-02 |           94.1224 ‖
‖       134 | 115377 |              10505 |   3.620e-02 |           94.0716 ‖
‖       135 | 115868 |              10991 |   3.620e-02 |           94.0241 ‖
‖       136 | 116226 |              11610 |   3.621e-02 |           93.9344 ‖
‖       137 | 116676 |              12126 |   3.622e-02 |           93.8884 ‖
‖       138 | 117261 |              12513 |   3.623e-02 |           93.8378 ‖
‖       139 | 117964 |              12778 |   3.623e-02 |           93.7863 ‖
‖       140 | 118724 |              13011 |   3.623e-02 |           93.7354 ‖
‖       141 | 119514 |              13216 |   3.622e-02 |           93.7164 ‖
‖       142 | 120349 |              13382 |   3.621e-02 |           93.7102 ‖
‖       143 | 121145 |              13593 |   3.619e-02 |           93.6877 ‖
‖       144 | 121884 |              13854 |   3.617e-02 |           93.6767 ‖
‖       145 | 122587 |              14140 |   3.615e-02 |           93.5929 ‖
‖       146 | 123266 |              14446 |   3.614e-02 |           93.5400 ‖
‖       147 | 123932 |              14763 |   3.613e-02 |           93.5106 ‖
‖       148 | 124570 |              15113 |   3.612e-02 |           93.4663 ‖
‖       149 | 125189 |              15468 |   3.611e-02 |           93.4490 ‖
‖       150 | 125749 |              15880 |   3.610e-02 |           93.4395 ‖
‖       151 | 126322 |              16297 |   3.609e-02 |           93.4382 ‖
‖       152 | 126777 |              16806 |   3.608e-02 |           93.4129 ‖
‖       153 | 127319 |              17215 |   3.608e-02 |           93.4042 ‖
‖       154 | 127786 |              17722 |   3.608e-02 |           93.3755 ‖
‖       155 | 128301 |              18179 |   3.608e-02 |           93.3468 ‖
‖       156 | 128938 |              18510 |   3.609e-02 |           93.3423 ‖
‖       157 | 129596 |              18842 |   3.608e-02 |           93.3227 ‖
‖       158 | 130295 |              19131 |   3.608e-02 |           93.3131 ‖
‖       159 | 131132 |              19299 |   3.607e-02 |           93.3087 ‖
‖       160 | 131967 |              19471 |   3.606e-02 |           93.2986 ‖
‖       161 | 132773 |              19668 |   3.604e-02 |           93.2959 ‖
‖       162 | 133559 |              19883 |   3.602e-02 |           93.2920 ‖
‖       163 | 134367 |              20081 |   3.600e-02 |           93.2898 ‖
‖       164 | 135080 |              20362 |   3.599e-02 |           93.2552 ‖
‖       165 | 135813 |              20625 |   3.597e-02 |           93.2142 ‖
‖       166 | 136596 |              20842 |   3.595e-02 |           93.1937 ‖
‖       167 | 137311 |              21120 |   3.593e-02 |           93.1677 ‖
‖       168 | 138048 |              21378 |   3.591e-02 |           93.1675 ‖
‖       169 | 138720 |              21694 |   3.589e-02 |           93.1589 ‖
‖       170 | 139288 |              22098 |   3.588e-02 |           93.0891 ‖
‖       171 | 139885 |              22494 |   3.587e-02 |           92.9523 ‖
‖       172 | 140422 |              22935 |   3.586e-02 |           92.7984 ‖
‖       173 | 140893 |              23427 |   3.584e-02 |           92.7433 ‖
‖       174 | 141270 |              24008 |   3.584e-02 |           92.5637 ‖
‖       175 | 141611 |              24615 |   3.585e-02 |           92.4800 ‖
‖       176 | 142081 |              25106 |   3.585e-02 |           92.4454 ‖
‖       177 | 142647 |              25490 |   3.586e-02 |           92.4286 ‖
‖       178 | 143322 |              25788 |   3.586e-02 |           92.3852 ‖
‖       179 | 144040 |              26068 |   3.585e-02 |           92.3189 ‖
‖       180 | 144673 |              26417 |   3.585e-02 |           92.2022 ‖
‖       181 | 145366 |              26701 |   3.584e-02 |           92.1475 ‖
‖       182 | 146011 |              27061 |   3.583e-02 |           92.0335 ‖
‖       183 | 146712 |              27346 |   3.581e-02 |           92.0065 ‖
‖       184 | 147451 |              27607 |   3.580e-02 |           91.9877 ‖
‖       185 | 148119 |              27935 |   3.578e-02 |           91.9698 ‖
‖       186 | 148664 |              28384 |   3.577e-02 |           91.9279 ‖
‖       187 | 149222 |              28807 |   3.576e-02 |           91.9183 ‖
‖       188 | 149687 |              29320 |   3.575e-02 |           91.9105 ‖
‖       189 | 150152 |              29825 |   3.575e-02 |           91.8887 ‖
‖       190 | 150653 |              30290 |   3.574e-02 |           91.8824 ‖
‖       191 | 151150 |              30762 |   3.574e-02 |           91.8251 ‖
‖       192 | 151818 |              31072 |   3.573e-02 |           91.8228 ‖
‖       193 | 152554 |              31334 |   3.571e-02 |           91.8159 ‖
‖       194 | 153166 |              31709 |   3.569e-02 |           91.8102 ‖
‖       195 | 153823 |              32029 |   3.568e-02 |           91.7650 ‖
‖       196 | 154434 |              32408 |   3.566e-02 |           91.7178 ‖
‖       197 | 155082 |              32739 |   3.565e-02 |           91.6889 ‖
‖       198 | 155782 |              33028 |   3.564e-02 |           91.6709 ‖
‖       199 | 156495 |              33304 |   3.562e-02 |           91.6478 ‖
‖       200 | 157286 |              33500 |   3.561e-02 |           91.6278 ‖
‖       201 | 158147 |              33643 |   3.561e-02 |           91.6138 ‖
‖       202 | 159012 |              33791 |   3.560e-02 |           91.5945 ‖
‖       203 | 159880 |              33929 |   3.559e-02 |           91.5762 ‖
‖       204 | 160797 |              34023 |   3.558e-02 |           91.5598 ‖
‖       205 | 161713 |              34123 |   3.557e-02 |           91.5513 ‖
‖       206 | 162590 |              34258 |   3.556e-02 |           91.5028 ‖
‖       207 | 163460 |              34405 |   3.556e-02 |           91.4842 ‖
‖       208 | 164326 |              34553 |   3.556e-02 |           91.4784 ‖
‖       209 | 165174 |              34709 |   3.555e-02 |           91.4639 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.031 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3552.vnnlib: unknown
--- Verification time: 20.0436 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (813/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1504.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1504.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1504.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.237e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.101e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.971e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.847e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.703e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.558e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.463e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.362e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.272e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.143e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.054e-02 |          100.0002 ‖
‖        12 |   2046 |                  2 |   3.960e-02 |           99.9026 ‖
‖        13 |   3059 |                 13 |   3.898e-02 |           99.4573 ‖
‖        14 |   4082 |                 14 |   3.863e-02 |           99.4063 ‖
‖        15 |   5103 |                 17 |   3.834e-02 |           99.3584 ‖
‖        16 |   6105 |                 37 |   3.802e-02 |           99.0890 ‖
‖        17 |   7079 |                 86 |   3.771e-02 |           98.3415 ‖
‖        18 |   8098 |                 89 |   3.744e-02 |           98.3168 ‖
‖        19 |   9112 |                 98 |   3.721e-02 |           98.1897 ‖
‖        20 |  10125 |                109 |   3.710e-02 |           98.0730 ‖
‖        21 |  11144 |                112 |   3.701e-02 |           98.0607 ‖
‖        22 |  12166 |                114 |   3.691e-02 |           98.0193 ‖
‖        23 |  13189 |                115 |   3.683e-02 |           97.9865 ‖
‖        24 |  14205 |                123 |   3.672e-02 |           97.9274 ‖
‖        25 |  15165 |                186 |   3.661e-02 |           97.4283 ‖
‖        26 |  16187 |                188 |   3.651e-02 |           97.4092 ‖
‖        27 |  17188 |                209 |   3.637e-02 |           97.2608 ‖
‖        28 |  18119 |                296 |   3.629e-02 |           96.6523 ‖
‖        29 |  19045 |                387 |   3.618e-02 |           96.0537 ‖
‖        30 |  19965 |                478 |   3.610e-02 |           95.6831 ‖
‖        31 |  20950 |                512 |   3.599e-02 |           95.6158 ‖
‖        32 |  21963 |                522 |   3.591e-02 |           95.5645 ‖
‖        33 |  22978 |                530 |   3.588e-02 |           95.5021 ‖
‖        34 |  23992 |                538 |   3.586e-02 |           95.4658 ‖
‖        35 |  25007 |                547 |   3.577e-02 |           95.3994 ‖
‖        36 |  26005 |                573 |   3.570e-02 |           95.2035 ‖
‖        37 |  27003 |                596 |   3.562e-02 |           95.1078 ‖
‖        38 |  27996 |                627 |   3.552e-02 |           94.9706 ‖
‖        39 |  29009 |                637 |   3.541e-02 |           94.9180 ‖
‖        40 |  30029 |                641 |   3.529e-02 |           94.9024 ‖
‖        41 |  31049 |                645 |   3.518e-02 |           94.8785 ‖
‖        42 |  32065 |                652 |   3.506e-02 |           94.8434 ‖
‖        43 |  33088 |                653 |   3.494e-02 |           94.8371 ‖
‖        44 |  34097 |                668 |   3.481e-02 |           94.7308 ‖
‖        45 |  35110 |                678 |   3.469e-02 |           94.6645 ‖
‖        46 |  36134 |                678 |   3.455e-02 |           94.6646 ‖
‖        47 |  37153 |                683 |   3.443e-02 |           94.6402 ‖
‖        48 |  38161 |                697 |   3.430e-02 |           94.5813 ‖
‖        49 |  39185 |                697 |   3.415e-02 |           94.5815 ‖
‖        50 |  40208 |                698 |   3.402e-02 |           94.5751 ‖
‖        51 |  41161 |                767 |   3.388e-02 |           94.3049 ‖
‖        52 |  42076 |                862 |   3.375e-02 |           93.9904 ‖
‖        53 |  43081 |                877 |   3.362e-02 |           93.9441 ‖
‖        54 |  44095 |                885 |   3.348e-02 |           93.9176 ‖
‖        55 |  45105 |                899 |   3.336e-02 |           93.8603 ‖
‖        56 |  46129 |                899 |   3.323e-02 |           93.8598 ‖
‖        57 |  47107 |                940 |   3.308e-02 |           93.7491 ‖
‖        58 |  48131 |                940 |   3.294e-02 |           93.7488 ‖
‖        59 |  49155 |                940 |   3.281e-02 |           93.7489 ‖
‖        60 |  50094 |               1015 |   3.268e-02 |           93.4813 ‖
‖        61 |  51099 |               1032 |   3.256e-02 |           93.4248 ‖
‖        62 |  52090 |               1065 |   3.243e-02 |           93.3025 ‖
‖        63 |  53016 |               1149 |   3.230e-02 |           93.0392 ‖
‖        64 |  54032 |               1156 |   3.217e-02 |           93.0328 ‖
‖        65 |  54998 |               1213 |   3.204e-02 |           92.8556 ‖
‖        66 |  55907 |               1315 |   3.191e-02 |           92.5766 ‖
‖        67 |  56869 |               1377 |   3.178e-02 |           92.4781 ‖
‖        68 |  57779 |               1490 |   3.166e-02 |           92.2770 ‖
‖        69 |  58767 |               1521 |   3.153e-02 |           92.2447 ‖
‖        70 |  59791 |               1521 |   3.141e-02 |           92.2444 ‖
‖        71 |  60783 |               1553 |   3.129e-02 |           92.1865 ‖
‖        72 |  61778 |               1578 |   3.117e-02 |           92.1247 ‖
‖        73 |  62781 |               1599 |   3.105e-02 |           92.0924 ‖
‖        74 |  63780 |               1624 |   3.094e-02 |           92.0121 ‖
‖        75 |  64782 |               1643 |   3.083e-02 |           91.9518 ‖
‖        76 |  65805 |               1644 |   3.072e-02 |           91.9501 ‖
‖        77 |  66823 |               1650 |   3.062e-02 |           91.9236 ‖
‖        78 |  67833 |               1664 |   3.052e-02 |           91.8578 ‖
‖        79 |  68854 |               1667 |   3.043e-02 |           91.8545 ‖
‖        80 |  69864 |               1678 |   3.032e-02 |           91.8254 ‖
‖        81 |  70866 |               1697 |   3.022e-02 |           91.8184 ‖
‖        82 |  71833 |               1752 |   3.012e-02 |           91.8156 ‖
‖        83 |  72658 |               1930 |   3.005e-02 |           91.7384 ‖
‖        84 |  73319 |               2258 |   3.002e-02 |           91.6525 ‖
‖        85 |  73888 |               2667 |   3.002e-02 |           91.5616 ‖
‖        86 |  74365 |               3167 |   3.004e-02 |           91.4286 ‖
‖        87 |  74723 |               3766 |   3.010e-02 |           91.3871 ‖
‖        88 |  75270 |               4179 |   3.016e-02 |           91.3864 ‖
‖        89 |  75846 |               4566 |   3.021e-02 |           91.2128 ‖
‖        90 |  76499 |               4882 |   3.026e-02 |           91.0549 ‖
‖        91 |  77291 |               5093 |   3.029e-02 |           90.8925 ‖
‖        92 |  78150 |               5237 |   3.032e-02 |           90.7726 ‖
‖        93 |  79078 |               5325 |   3.035e-02 |           90.7397 ‖
‖        94 |  80055 |               5370 |   3.036e-02 |           90.6513 ‖
‖        95 |  81055 |               5388 |   3.035e-02 |           90.6423 ‖
‖        96 |  82074 |               5393 |   3.036e-02 |           90.6424 ‖
‖        97 |  83088 |               5402 |   3.035e-02 |           90.6276 ‖
‖        98 |  84106 |               5407 |   3.033e-02 |           90.6196 ‖
‖        99 |  85115 |               5420 |   3.033e-02 |           90.5970 ‖
‖       100 |  86133 |               5426 |   3.032e-02 |           90.5823 ‖
‖       101 |  87146 |               5437 |   3.030e-02 |           90.5479 ‖
‖       102 |  88168 |               5439 |   3.028e-02 |           90.5417 ‖
‖       103 |  89192 |               5439 |   3.027e-02 |           90.5420 ‖
‖       104 |  90213 |               5442 |   3.024e-02 |           90.5304 ‖
‖       105 |  91237 |               5442 |   3.022e-02 |           90.5305 ‖
‖       106 |  92261 |               5442 |   3.019e-02 |           90.5304 ‖
‖       107 |  93264 |               5462 |   3.014e-02 |           90.4470 ‖
‖       108 |  94287 |               5463 |   3.013e-02 |           90.4471 ‖
‖       109 |  95289 |               5484 |   3.009e-02 |           90.3655 ‖
‖       110 |  96287 |               5508 |   3.003e-02 |           90.2890 ‖
‖       111 |  97293 |               5524 |   3.001e-02 |           90.2665 ‖
‖       112 |  98243 |               5586 |   2.997e-02 |           90.2665 ‖
‖       113 |  99172 |               5674 |   2.992e-02 |           90.2665 ‖
‖       114 | 100124 |               5730 |   2.990e-02 |           90.2665 ‖
‖       115 | 101007 |               5858 |   2.986e-02 |           90.2665 ‖
‖       116 | 101776 |               6087 |   2.983e-02 |           90.2598 ‖
‖       117 | 102509 |               6339 |   2.983e-02 |           90.2172 ‖
‖       118 | 103123 |               6720 |   2.981e-02 |           90.2019 ‖
‖       119 | 103615 |               7209 |   2.980e-02 |           90.1435 ‖
‖       120 | 104076 |               7716 |   2.983e-02 |           90.1435 ‖
‖       121 | 104678 |               8097 |   2.983e-02 |           90.1404 ‖
‖       122 | 105270 |               8471 |   2.981e-02 |           90.1405 ‖
‖       123 | 105951 |               8776 |   2.982e-02 |           90.1405 ‖
‖       124 | 106694 |               9023 |   2.980e-02 |           90.1405 ‖
‖       125 | 107552 |               9168 |   2.977e-02 |           90.1313 ‖
‖       126 | 108439 |               9277 |   2.976e-02 |           90.1283 ‖
‖       127 | 109407 |               9323 |   2.973e-02 |           90.1283 ‖
‖       128 | 110243 |               9492 |   2.967e-02 |           89.8970 ‖
‖       129 | 111242 |               9514 |   2.964e-02 |           89.8971 ‖
‖       130 | 112255 |               9524 |   2.959e-02 |           89.8970 ‖
‖       131 | 113135 |               9664 |   2.953e-02 |           89.6512 ‖
‖       132 | 114031 |               9788 |   2.950e-02 |           89.4473 ‖
‖       133 | 115005 |               9824 |   2.943e-02 |           89.4278 ‖
‖       134 | 115955 |               9893 |   2.939e-02 |           89.3407 ‖
‖       135 | 116945 |               9919 |   2.936e-02 |           89.3230 ‖
‖       136 | 117967 |               9920 |   2.928e-02 |           89.3230 ‖
‖       137 | 118964 |               9945 |   2.924e-02 |           89.2638 ‖
‖       138 | 119982 |               9951 |   2.920e-02 |           89.2638 ‖
‖       139 | 120995 |               9961 |   2.911e-02 |           89.2638 ‖
‖       140 | 121953 |              10020 |   2.908e-02 |           89.2084 ‖
‖       141 | 122887 |              10107 |   2.905e-02 |           89.1388 ‖
‖       142 | 123800 |              10201 |   2.897e-02 |           89.1367 ‖
‖       143 | 124681 |              10334 |   2.895e-02 |           89.1102 ‖
‖       144 | 125562 |              10459 |   2.892e-02 |           89.1102 ‖
‖       145 | 126441 |              10586 |   2.885e-02 |           89.1103 ‖
‖       146 | 127292 |              10742 |   2.881e-02 |           89.0222 ‖
‖       147 | 128212 |              10829 |   2.878e-02 |           89.0222 ‖
‖       148 | 129114 |              10934 |   2.870e-02 |           89.0222 ‖
‖       149 | 129984 |              11075 |   2.868e-02 |           89.0222 ‖
‖       150 | 130778 |              11279 |   2.866e-02 |           89.0222 ‖
‖       151 | 131412 |              11624 |   2.861e-02 |           89.0222 ‖
‖       152 | 131958 |              12053 |   2.861e-02 |           89.0222 ‖
‖       153 | 132367 |              12583 |   2.864e-02 |           89.0222 ‖
‖       154 | 132876 |              13019 |   2.862e-02 |           89.0222 ‖
‖       155 | 133331 |              13521 |   2.863e-02 |           88.7609 ‖
‖       156 | 134050 |              13782 |   2.863e-02 |           88.7609 ‖
‖       157 | 134827 |              13991 |   2.858e-02 |           88.7459 ‖
‖       158 | 135681 |              14143 |   2.857e-02 |           88.7373 ‖
‖       159 | 136541 |              14294 |   2.855e-02 |           88.7147 ‖
‖       160 | 137425 |              14420 |   2.849e-02 |           88.7091 ‖
‖       161 | 138249 |              14605 |   2.847e-02 |           88.6609 ‖
‖       162 | 138992 |              14867 |   2.845e-02 |           88.6196 ‖
‖       163 | 139694 |              15169 |   2.839e-02 |           88.4736 ‖
‖       164 | 140415 |              15437 |   2.839e-02 |           88.4171 ‖
‖       165 | 141095 |              15755 |   2.835e-02 |           88.3751 ‖
‖       166 | 141737 |              16082 |   2.832e-02 |           88.3751 ‖
‖       167 | 142305 |              16473 |   2.833e-02 |           88.3720 ‖
‖       168 | 142816 |              16919 |   2.832e-02 |           88.3716 ‖
‖       169 | 143249 |              17436 |   2.831e-02 |           88.3366 ‖
‖       170 | 143664 |              17986 |   2.833e-02 |           88.2334 ‖
‖       171 | 144135 |              18470 |   2.831e-02 |           88.1788 ‖
‖       172 | 144562 |              18999 |   2.829e-02 |           87.9691 ‖
‖       173 | 145250 |              19288 |   2.829e-02 |           87.9026 ‖
‖       174 | 146044 |              19492 |   2.823e-02 |           87.8762 ‖
‖       175 | 146901 |              19634 |   2.820e-02 |           87.8676 ‖
‖       176 | 147627 |              19903 |   2.819e-02 |           87.8071 ‖
‖       177 | 148334 |              20181 |   2.813e-02 |           87.7998 ‖
‖       178 | 148840 |              20646 |   2.812e-02 |           87.6608 ‖
‖       179 | 149297 |              21163 |   2.812e-02 |           87.5541 ‖
‖       180 | 149776 |              21648 |   2.808e-02 |           87.5260 ‖
‖       181 | 150215 |              22165 |   2.810e-02 |           87.5140 ‖
‖       182 | 150685 |              22649 |   2.812e-02 |           87.5140 ‖
‖       183 | 151249 |              23043 |   2.808e-02 |           87.5139 ‖
‖       184 | 151970 |              23303 |   2.808e-02 |           87.5140 ‖
‖       185 | 152814 |              23467 |   2.805e-02 |           87.5140 ‖
‖       186 | 153593 |              23679 |   2.799e-02 |           87.4686 ‖
‖       187 | 154452 |              23819 |   2.798e-02 |           87.4606 ‖
‖       188 | 155214 |              24057 |   2.795e-02 |           87.4451 ‖
‖       189 | 155821 |              24436 |   2.790e-02 |           87.3796 ‖
‖       190 | 156350 |              24873 |   2.792e-02 |           87.3671 ‖
‖       191 | 156792 |              25379 |   2.792e-02 |           87.3569 ‖
‖       192 | 157257 |              25863 |   2.789e-02 |           87.3395 ‖
‖       193 | 157782 |              26298 |   2.791e-02 |           87.3004 ‖
‖       194 | 158470 |              26591 |   2.788e-02 |           87.2890 ‖
‖       195 | 159095 |              26947 |   2.784e-02 |           87.2084 ‖
‖       196 | 159749 |              27277 |   2.784e-02 |           87.1953 ‖
‖       197 | 160330 |              27686 |   2.782e-02 |           87.1936 ‖
‖       198 | 160778 |              28209 |   2.780e-02 |           87.0740 ‖
‖       199 | 161320 |              28618 |   2.782e-02 |           87.0693 ‖
‖       200 | 161847 |              29065 |   2.780e-02 |           87.0693 ‖
‖       201 | 162286 |              29571 |   2.780e-02 |           87.0647 ‖
‖       202 | 162842 |              29980 |   2.781e-02 |           87.0607 ‖
‖       203 | 163329 |              30475 |   2.779e-02 |           87.0607 ‖
‖       204 | 163737 |              31011 |   2.778e-02 |           87.0108 ‖
‖       205 | 164254 |              31453 |   2.780e-02 |           87.0092 ‖
‖       206 | 164641 |              32032 |   2.780e-02 |           87.0091 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.002 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1504.vnnlib: unknown
--- Verification time: 20.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (814/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1291.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1291.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1291.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.661e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.437e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.326e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.180e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.124e-02 |           99.9999 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.073 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1291.vnnlib: sat
--- Verification time: 0.0834 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (815/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4653.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4653.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4653.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.154e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.066e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.022e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.940e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.859e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.801e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   2.723e-02 |          100.0001 ‖
‖         8 |    127 |                  1 |   2.675e-02 |           99.2188 ‖
‖         9 |    251 |                  4 |   2.629e-02 |           97.1655 ‖
‖        10 |    483 |                 22 |   2.581e-02 |           93.1622 ‖
‖        11 |    919 |                 65 |   2.536e-02 |           87.9946 ‖
‖        12 |   1706 |                188 |   2.476e-02 |           80.6422 ‖
‖        13 |   2406 |                495 |   2.421e-02 |           72.3050 ‖
‖        14 |   3372 |                524 |   2.406e-02 |           72.2628 ‖
‖        15 |   4210 |                691 |   2.375e-02 |           70.2134 ‖
‖        16 |   4862 |               1053 |   2.338e-02 |           65.3541 ‖
‖        17 |   5769 |               1127 |   2.319e-02 |           64.8058 ‖
‖        18 |   6717 |               1201 |   2.289e-02 |           63.1260 ‖
‖        19 |   7707 |               1218 |   2.275e-02 |           63.0994 ‖
‖        20 |   8554 |               1385 |   2.253e-02 |           61.9445 ‖
‖        21 |   9508 |               1450 |   2.235e-02 |           61.6335 ‖
‖        22 |  10501 |               1470 |   2.219e-02 |           61.6324 ‖
‖        23 |  11275 |               1706 |   2.199e-02 |           60.2744 ‖
‖        24 |  11965 |               1989 |   2.179e-02 |           58.8629 ‖
‖        25 |  12844 |               2089 |   2.167e-02 |           58.4861 ‖
‖        26 |  13832 |               2124 |   2.158e-02 |           58.3578 ‖
‖        27 |  14818 |               2154 |   2.154e-02 |           58.3461 ‖
‖        28 |  15549 |               2428 |   2.145e-02 |           56.6066 ‖
‖        29 |  16263 |               2715 |   2.136e-02 |           54.5760 ‖
‖        30 |  17202 |               2784 |   2.127e-02 |           54.0037 ‖
‖        31 |  18110 |               2889 |   2.117e-02 |           53.1551 ‖
‖        32 |  19084 |               2934 |   2.110e-02 |           52.5134 ‖
‖        33 |  20058 |               2971 |   2.104e-02 |           52.4679 ‖
‖        34 |  20772 |               3247 |   2.094e-02 |           51.7056 ‖
‖        35 |  21715 |               3319 |   2.088e-02 |           51.6989 ‖
‖        36 |  22522 |               3527 |   2.080e-02 |           51.3658 ‖
‖        37 |  23418 |               3641 |   2.077e-02 |           51.2772 ‖
‖        38 |  24317 |               3758 |   2.074e-02 |           51.2693 ‖
‖        39 |  25162 |               3928 |   2.067e-02 |           51.2226 ‖
‖        40 |  25968 |               4132 |   2.064e-02 |           51.2200 ‖
‖        41 |  26853 |               4257 |   2.064e-02 |           51.1675 ‖
‖        42 |  27801 |               4319 |   2.058e-02 |           51.1552 ‖
‖        43 |  28803 |               4337 |   2.052e-02 |           51.1429 ‖
‖        44 |  29690 |               4453 |   2.046e-02 |           50.9958 ‖
‖        45 |  30642 |               4513 |   2.037e-02 |           50.9854 ‖
‖        46 |  31469 |               4699 |   2.030e-02 |           50.4832 ‖
‖        47 |  32295 |               4873 |   2.021e-02 |           50.1540 ‖
‖        48 |  33280 |               4904 |   2.012e-02 |           50.0990 ‖
‖        49 |  34277 |               4925 |   2.003e-02 |           50.0743 ‖
‖        50 |  35153 |               5073 |   1.994e-02 |           50.0120 ‖
‖        51 |  36109 |               5139 |   1.987e-02 |           49.9596 ‖
‖        52 |  37118 |               5151 |   1.980e-02 |           49.9495 ‖
‖        53 |  38069 |               5219 |   1.972e-02 |           49.8868 ‖
‖        54 |  39087 |               5224 |   1.965e-02 |           49.8338 ‖
‖        55 |  40069 |               5265 |   1.957e-02 |           49.7891 ‖
‖        56 |  41006 |               5342 |   1.949e-02 |           49.7488 ‖
‖        57 |  41832 |               5524 |   1.940e-02 |           49.3899 ‖
‖        58 |  42763 |               5593 |   1.931e-02 |           49.3556 ‖
‖        59 |  43426 |               5954 |   1.921e-02 |           48.4325 ‖
‖        60 |  44235 |               6132 |   1.912e-02 |           48.1742 ‖
‖        61 |  45029 |               6346 |   1.903e-02 |           47.7997 ‖
‖        62 |  45613 |               6769 |   1.897e-02 |           47.1186 ‖
‖        63 |  46109 |               7240 |   1.894e-02 |           46.8318 ‖
‖        64 |  46601 |               7738 |   1.892e-02 |           46.5999 ‖
‖        65 |  46907 |               8407 |   1.891e-02 |           46.0844 ‖
‖        66 |  47229 |               9034 |   1.891e-02 |           45.7881 ‖
‖        67 |  47443 |               9789 |   1.890e-02 |           44.9241 ‖
‖        68 |  47517 |              10671 |   1.891e-02 |           43.4750 ‖
‖        69 |  47794 |              11330 |   1.891e-02 |           42.8141 ‖
‖        70 |  48187 |              11888 |   1.891e-02 |           42.1477 ‖
‖        71 |  48708 |              12344 |   1.893e-02 |           41.7138 ‖
‖        72 |  49252 |              12770 |   1.893e-02 |           41.2591 ‖
‖        73 |  49949 |              13071 |   1.892e-02 |           41.0349 ‖
‖        74 |  50714 |              13309 |   1.891e-02 |           40.9826 ‖
‖        75 |  51471 |              13549 |   1.890e-02 |           40.8416 ‖
‖        76 |  52313 |              13708 |   1.890e-02 |           40.7385 ‖
‖        77 |  53097 |              13924 |   1.888e-02 |           40.5535 ‖
‖        78 |  53838 |              14178 |   1.886e-02 |           40.4099 ‖
‖        79 |  54791 |              14225 |   1.884e-02 |           40.4000 ‖
‖        80 |  55507 |              14532 |   1.880e-02 |           39.8455 ‖
‖        81 |  56426 |              14634 |   1.877e-02 |           39.6511 ‖
‖        82 |  57346 |              14716 |   1.874e-02 |           39.6343 ‖
‖        83 |  58308 |              14773 |   1.872e-02 |           39.5896 ‖
‖        84 |  59296 |              14805 |   1.869e-02 |           39.5867 ‖
‖        85 |  60195 |              14922 |   1.866e-02 |           39.3822 ‖
‖        86 |  61190 |              14950 |   1.861e-02 |           39.3422 ‖
‖        87 |  62087 |              15061 |   1.857e-02 |           39.3399 ‖
‖        88 |  62981 |              15185 |   1.853e-02 |           39.3291 ‖
‖        89 |  63882 |              15293 |   1.850e-02 |           39.3276 ‖
‖        90 |  64663 |              15519 |   1.847e-02 |           39.0888 ‖
‖        91 |  65458 |              15726 |   1.844e-02 |           38.8215 ‖
‖        92 |  66261 |              15929 |   1.842e-02 |           38.5732 ‖
‖        93 |  66916 |              16263 |   1.840e-02 |           38.5504 ‖
‖        94 |  67502 |              16664 |   1.838e-02 |           38.4230 ‖
‖        95 |  68022 |              17115 |   1.838e-02 |           38.3966 ‖
‖        96 |  68392 |              17708 |   1.838e-02 |           38.3627 ‖
‖        97 |  68721 |              18315 |   1.839e-02 |           38.2964 ‖
‖        98 |  69224 |              18784 |   1.841e-02 |           38.2647 ‖
‖        99 |  69796 |              19190 |   1.842e-02 |           38.2549 ‖
‖       100 |  70555 |              19405 |   1.842e-02 |           38.2388 ‖
‖       101 |  71424 |              19540 |   1.842e-02 |           38.2309 ‖
‖       102 |  72191 |              19790 |   1.840e-02 |           38.2266 ‖
‖       103 |  73084 |              19892 |   1.837e-02 |           38.2176 ‖
‖       104 |  73995 |              19986 |   1.835e-02 |           38.2158 ‖
‖       105 |  74930 |              20067 |   1.832e-02 |           38.2012 ‖
‖       106 |  75815 |              20185 |   1.829e-02 |           38.0987 ‖
‖       107 |  76443 |              20530 |   1.825e-02 |           37.8876 ‖
‖       108 |  77193 |              20771 |   1.823e-02 |           37.7955 ‖
‖       109 |  77947 |              20994 |   1.820e-02 |           37.7952 ‖
‖       110 |  78287 |              21619 |   1.818e-02 |           37.5820 ‖
‖       111 |  78627 |              22234 |   1.818e-02 |           37.5073 ‖
‖       112 |  79032 |              22758 |   1.817e-02 |           37.5020 ‖
‖       113 |  79534 |              23205 |   1.817e-02 |           37.4517 ‖
‖       114 |  80319 |              23405 |   1.817e-02 |           37.4373 ‖
‖       115 |  81230 |              23500 |   1.813e-02 |           37.4368 ‖
‖       116 |  81908 |              23822 |   1.810e-02 |           37.3397 ‖
‖       117 |  82752 |              23975 |   1.807e-02 |           37.3104 ‖
‖       118 |  83674 |              24071 |   1.802e-02 |           37.2894 ‖
‖       119 |  84425 |              24334 |   1.800e-02 |           37.2377 ‖
‖       120 |  85244 |              24513 |   1.797e-02 |           37.2311 ‖
‖       121 |  85921 |              24836 |   1.794e-02 |           37.2149 ‖
‖       122 |  86525 |              25217 |   1.795e-02 |           37.2090 ‖
‖       123 |  87035 |              25677 |   1.794e-02 |           37.2089 ‖
‖       124 |  87413 |              26252 |   1.793e-02 |           37.0837 ‖
‖       125 |  87848 |              26779 |   1.793e-02 |           36.9978 ‖
‖       126 |  88401 |              27180 |   1.792e-02 |           36.9761 ‖
‖       127 |  89007 |              27549 |   1.790e-02 |           36.7198 ‖
‖       128 |  89886 |              27671 |   1.789e-02 |           36.5914 ‖
‖       129 |  90852 |              27725 |   1.784e-02 |           36.5903 ‖
‖       130 |  91754 |              27835 |   1.781e-02 |           36.5466 ‖
‖       131 |  92580 |              28020 |   1.780e-02 |           36.5447 ‖
‖       132 |  93214 |              28362 |   1.777e-02 |           36.5435 ‖
‖       133 |  93639 |              28898 |   1.777e-02 |           36.4980 ‖
‖       134 |  93976 |              29528 |   1.778e-02 |           36.4534 ‖
‖       135 |  94481 |              29976 |   1.775e-02 |           36.4519 ‖
‖       136 |  94974 |              30449 |   1.775e-02 |           36.3941 ‖
‖       137 |  95687 |              30731 |   1.773e-02 |           36.3881 ‖
‖       138 |  96281 |              31115 |   1.770e-02 |           36.3863 ‖
‖       139 |  96807 |              31559 |   1.769e-02 |           36.3700 ‖
‖       140 |  97286 |              32054 |   1.768e-02 |           36.3700 ‖
‖       141 |  97557 |              32729 |   1.767e-02 |           36.3541 ‖
‖       142 |  97846 |              33389 |   1.766e-02 |           36.1930 ‖
‖       143 |  98177 |              34032 |   1.764e-02 |           36.1839 ‖
‖       144 |  98511 |              34625 |   1.765e-02 |           36.0746 ‖
‖       145 |  98871 |              35235 |   1.764e-02 |           36.0740 ‖
‖       146 |  99103 |              35919 |   1.764e-02 |           36.0715 ‖
‖       147 |  99341 |              36626 |   1.765e-02 |           36.0055 ‖
‖       148 |  99344 |              37548 |   1.764e-02 |           35.9848 ‖
‖       149 |  99405 |              38411 |   1.766e-02 |           35.7942 ‖
‖       150 |  99473 |              39264 |   1.766e-02 |           35.5878 ‖
‖       151 |  99637 |              40015 |   1.767e-02 |           35.4979 ‖
‖       152 |  99941 |              40645 |   1.769e-02 |           35.4584 ‖
‖       153 | 100351 |              41190 |   1.769e-02 |           35.2715 ‖
‖       154 | 100873 |              41616 |   1.770e-02 |           35.2317 ‖
‖       155 | 101549 |              41905 |   1.770e-02 |           35.2300 ‖
‖       156 | 102070 |              42362 |   1.770e-02 |           35.0602 ‖
‖       157 | 102686 |              42716 |   1.771e-02 |           35.0269 ‖
‖       158 | 103353 |              43015 |   1.771e-02 |           35.0222 ‖
‖       159 | 103947 |              43381 |   1.771e-02 |           34.8361 ‖
‖       160 | 104288 |              44029 |   1.771e-02 |           34.2065 ‖
‖       161 | 104710 |              44584 |   1.769e-02 |           33.8954 ‖
‖       162 | 105282 |              44970 |   1.768e-02 |           33.7419 ‖
‖       163 | 106075 |              45159 |   1.767e-02 |           33.6498 ‖
‖       164 | 106604 |              45618 |   1.765e-02 |           33.1459 ‖
‖       165 | 107326 |              45912 |   1.763e-02 |           32.8323 ‖
‖       166 | 108071 |              46167 |   1.761e-02 |           32.7343 ‖
‖       167 | 108701 |              46521 |   1.759e-02 |           32.5215 ‖
‖       168 | 109371 |              46840 |   1.757e-02 |           32.3544 ‖
‖       169 | 110114 |              47098 |   1.755e-02 |           32.2216 ‖
‖       170 | 110731 |              47470 |   1.753e-02 |           32.1936 ‖
‖       171 | 111334 |              47853 |   1.752e-02 |           32.1232 ‖
‖       172 | 111901 |              48262 |   1.751e-02 |           32.1170 ‖
‖       173 | 112229 |              48913 |   1.750e-02 |           32.0121 ‖
‖       174 | 112713 |              49402 |   1.750e-02 |           31.9957 ‖
‖       175 | 112848 |              50207 |   1.750e-02 |           31.8247 ‖
‖       176 | 112772 |              51184 |   1.750e-02 |           31.5039 ‖
‖       177 | 113183 |              51718 |   1.751e-02 |           31.4107 ‖
‖       178 | 113727 |              52149 |   1.751e-02 |           31.3668 ‖
‖       179 | 114370 |              52486 |   1.751e-02 |           31.2642 ‖
‖       180 | 115137 |              52714 |   1.751e-02 |           31.2211 ‖
‖       181 | 115812 |              53050 |   1.750e-02 |           31.1221 ‖
‖       182 | 116622 |              53219 |   1.749e-02 |           31.1197 ‖
‖       183 | 117398 |              53443 |   1.748e-02 |           31.0627 ‖
‖       184 | 118221 |              53616 |   1.747e-02 |           31.0121 ‖
‖       185 | 119079 |              53767 |   1.746e-02 |           31.0122 ‖
‖       186 | 119539 |              54281 |   1.744e-02 |           30.7650 ‖
‖       187 | 120015 |              54752 |   1.743e-02 |           30.6443 ‖
‖       188 | 120438 |              55298 |   1.742e-02 |           30.4422 ‖
‖       189 | 120863 |              55850 |   1.741e-02 |           30.2086 ‖
‖       190 | 121442 |              56227 |   1.740e-02 |           30.1903 ‖
‖       191 | 121939 |              56691 |   1.739e-02 |           30.1252 ‖
‖       192 | 122435 |              57184 |   1.738e-02 |           30.0698 ‖
‖       193 | 123083 |              57514 |   1.737e-02 |           30.0697 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.073 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4653.vnnlib: unknown
--- Verification time: 20.0904 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (816/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3586.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3586.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3586.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.522e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3586.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (817/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2726.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2726.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2726.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.057e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2726.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (818/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1511.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1511.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1511.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.374e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1511.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (819/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_294.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_294.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_294.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.201e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.133e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.083e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.998e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.923e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   2.857e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   2.799e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   2.714e-02 |           99.9997 ‖
‖         9 |    256 |                  0 |   2.650e-02 |           99.9997 ‖
‖        10 |    512 |                  0 |   2.593e-02 |          100.0013 ‖
‖        11 |   1024 |                  0 |   2.543e-02 |           99.9982 ‖
‖        12 |   2048 |                  0 |   2.493e-02 |          100.0033 ‖
‖        13 |   3067 |                  5 |   2.456e-02 |           99.7034 ‖
‖        14 |   4091 |                  5 |   2.431e-02 |           99.7004 ‖
‖        15 |   5115 |                  5 |   2.410e-02 |           99.6973 ‖
‖        16 |   6067 |                 77 |   2.386e-02 |           98.4338 ‖
‖        17 |   7083 |                 81 |   2.366e-02 |           98.4203 ‖
‖        18 |   8105 |                 82 |   2.348e-02 |           98.4233 ‖
‖        19 |   9129 |                 82 |   2.332e-02 |           98.4203 ‖
‖        20 |  10153 |                 82 |   2.317e-02 |           98.4233 ‖
‖        21 |  11177 |                 82 |   2.299e-02 |           98.4233 ‖
‖        22 |  12201 |                 82 |   2.284e-02 |           98.4233 ‖
‖        23 |  13225 |                 82 |   2.270e-02 |           98.4233 ‖
‖        24 |  14242 |                 89 |   2.253e-02 |           98.3842 ‖
‖        25 |  14949 |                401 |   2.235e-02 |           96.2514 ‖
‖        26 |  15877 |                487 |   2.219e-02 |           95.6459 ‖
‖        27 |  16888 |                498 |   2.202e-02 |           95.5531 ‖
‖        28 |  17857 |                553 |   2.188e-02 |           95.0894 ‖
‖        29 |  18879 |                555 |   2.173e-02 |           95.0436 ‖
‖        30 |  19903 |                555 |   2.158e-02 |           95.0457 ‖
‖        31 |  20927 |                555 |   2.147e-02 |           95.0457 ‖
‖        32 |  21948 |                558 |   2.135e-02 |           95.0452 ‖
‖        33 |  22962 |                565 |   2.121e-02 |           95.0161 ‖
‖        34 |  23982 |                568 |   2.111e-02 |           94.9758 ‖
‖        35 |  25006 |                568 |   2.100e-02 |           94.9739 ‖
‖        36 |  26029 |                569 |   2.087e-02 |           94.9765 ‖
‖        37 |  27051 |                571 |   2.077e-02 |           94.9759 ‖
‖        38 |  28060 |                583 |   2.067e-02 |           94.9759 ‖
‖        39 |  29015 |                646 |   2.055e-02 |           94.9759 ‖
‖        40 |  29837 |                825 |   2.049e-02 |           94.9759 ‖
‖        41 |  30583 |               1084 |   2.045e-02 |           94.9759 ‖
‖        42 |  31205 |               1447 |   2.040e-02 |           94.9751 ‖
‖        43 |  31682 |               1942 |   2.044e-02 |           94.9751 ‖
‖        44 |  32104 |               2479 |   2.049e-02 |           94.9751 ‖
‖        45 |  32658 |               2881 |   2.049e-02 |           94.9751 ‖
‖        46 |  33380 |               3129 |   2.054e-02 |           94.9751 ‖
‖        47 |  34248 |               3268 |   2.054e-02 |           94.9750 ‖
‖        48 |  35205 |               3325 |   2.048e-02 |           94.9564 ‖
‖        49 |  36218 |               3333 |   2.045e-02 |           94.9564 ‖
‖        50 |  37240 |               3334 |   2.041e-02 |           94.9553 ‖
‖        51 |  38146 |               3451 |   2.032e-02 |           94.5824 ‖
‖        52 |  38683 |               3935 |   2.026e-02 |           93.0024 ‖
‖        53 |  39580 |               4027 |   2.018e-02 |           92.8902 ‖
‖        54 |  40233 |               4395 |   2.013e-02 |           91.8527 ‖
‖        55 |  41071 |               4558 |   2.010e-02 |           91.4705 ‖
‖        56 |  41985 |               4653 |   2.002e-02 |           91.4705 ‖
‖        57 |  42820 |               4829 |   1.999e-02 |           91.1873 ‖
‖        58 |  43691 |               4966 |   1.996e-02 |           91.1901 ‖
‖        59 |  44527 |               5129 |   1.989e-02 |           91.1717 ‖
‖        60 |  45031 |               5624 |   1.986e-02 |           90.0275 ‖
‖        61 |  45698 |               5959 |   1.984e-02 |           89.6270 ‖
‖        62 |  46412 |               6232 |   1.978e-02 |           89.5528 ‖
‖        63 |  47059 |               6569 |   1.978e-02 |           89.1743 ‖
‖        64 |  47890 |               6738 |   1.975e-02 |           89.1535 ‖
‖        65 |  48763 |               6874 |   1.968e-02 |           89.1440 ‖
‖        66 |  49607 |               7038 |   1.966e-02 |           89.1416 ‖
‖        67 |  50390 |               7264 |   1.963e-02 |           89.1389 ‖
‖        68 |  51056 |               7589 |   1.958e-02 |           89.1389 ‖
‖        69 |  51656 |               7971 |   1.959e-02 |           89.1389 ‖
‖        70 |  52173 |               8434 |   1.960e-02 |           89.1389 ‖
‖        71 |  52607 |               8962 |   1.957e-02 |           89.1389 ‖
‖        72 |  53232 |               9328 |   1.959e-02 |           89.1389 ‖
‖        73 |  53933 |               9622 |   1.958e-02 |           89.1399 ‖
‖        74 |  54671 |               9882 |   1.952e-02 |           89.0551 ‖
‖        75 |  55329 |              10206 |   1.951e-02 |           88.9624 ‖
‖        76 |  55912 |              10610 |   1.950e-02 |           88.9650 ‖
‖        77 |  56337 |              11160 |   1.947e-02 |           88.8648 ‖
‖        78 |  56670 |              11787 |   1.949e-02 |           88.2518 ‖
‖        79 |  57160 |              12243 |   1.950e-02 |           88.1424 ‖
‖        80 |  57751 |              12636 |   1.945e-02 |           88.1018 ‖
‖        81 |  58387 |              12976 |   1.946e-02 |           88.0085 ‖
‖        82 |  59017 |              13328 |   1.945e-02 |           88.0072 ‖
‖        83 |  59516 |              13805 |   1.941e-02 |           87.9697 ‖
‖        84 |  60106 |              14189 |   1.941e-02 |           87.9687 ‖
‖        85 |  60591 |              14683 |   1.940e-02 |           87.9687 ‖
‖        86 |  60981 |              15259 |   1.937e-02 |           87.9491 ‖
‖        87 |  61493 |              15703 |   1.939e-02 |           87.8651 ‖
‖        88 |  61950 |              16214 |   1.941e-02 |           87.8640 ‖
‖        89 |  62217 |              16913 |   1.938e-02 |           87.8609 ‖
‖        90 |  62654 |              17409 |   1.941e-02 |           87.8554 ‖
‖        91 |  63107 |              17919 |   1.943e-02 |           87.8554 ‖
‖        92 |  63340 |              18639 |   1.942e-02 |           87.8554 ‖
‖        93 |  63752 |              19166 |   1.942e-02 |           87.8554 ‖
‖        94 |  64192 |              19679 |   1.943e-02 |           87.8554 ‖
‖        95 |  64531 |              20302 |   1.943e-02 |           87.8554 ‖
‖        96 |  64824 |              20947 |   1.947e-02 |           87.8554 ‖
‖        97 |  65277 |              21445 |   1.950e-02 |           87.8566 ‖
‖        98 |  65760 |              21916 |   1.952e-02 |           87.8570 ‖
‖        99 |  66401 |              22232 |   1.956e-02 |           87.8566 ‖
‖       100 |  66977 |              22627 |   1.958e-02 |           87.8362 ‖
‖       101 |  67720 |              22857 |   1.959e-02 |           87.8358 ‖
‖       102 |  68538 |              23030 |   1.958e-02 |           87.8353 ‖
‖       103 |  69494 |              23084 |   1.959e-02 |           87.7989 ‖
‖       104 |  70496 |              23099 |   1.960e-02 |           87.7983 ‖
‖       105 |  71516 |              23103 |   1.960e-02 |           87.7946 ‖
‖       106 |  72528 |              23113 |   1.960e-02 |           87.7944 ‖
‖       107 |  73512 |              23151 |   1.957e-02 |           87.7944 ‖
‖       108 |  74455 |              23216 |   1.955e-02 |           87.7938 ‖
‖       109 |  75429 |              23258 |   1.955e-02 |           87.7934 ‖
‖       110 |  76403 |              23302 |   1.955e-02 |           87.7913 ‖
‖       111 |  77366 |              23359 |   1.955e-02 |           87.7913 ‖
‖       112 |  78299 |              23442 |   1.954e-02 |           87.7907 ‖
‖       113 |  79110 |              23614 |   1.951e-02 |           87.7879 ‖
‖       114 |  79913 |              23798 |   1.949e-02 |           87.7881 ‖
‖       115 |  80651 |              24049 |   1.947e-02 |           87.7881 ‖
‖       116 |  81507 |              24191 |   1.945e-02 |           87.7870 ‖
‖       117 |  82467 |              24243 |   1.945e-02 |           87.7888 ‖
‖       118 |  83426 |              24301 |   1.944e-02 |           87.7909 ‖
‖       119 |  84336 |              24393 |   1.941e-02 |           87.7906 ‖
‖       120 |  85194 |              24532 |   1.940e-02 |           87.7923 ‖
‖       121 |  86063 |              24664 |   1.938e-02 |           87.7936 ‖
‖       122 |  86665 |              25038 |   1.936e-02 |           87.6484 ‖
‖       123 |  87185 |              25475 |   1.934e-02 |           87.6474 ‖
‖       124 |  87683 |              25921 |   1.932e-02 |           87.6461 ‖
‖       125 |  87962 |              26586 |   1.931e-02 |           87.1118 ‖
‖       126 |  88448 |              27045 |   1.929e-02 |           86.6725 ‖
‖       127 |  89186 |              27298 |   1.926e-02 |           86.5403 ‖
‖       128 |  90013 |              27465 |   1.924e-02 |           86.5403 ‖
‖       129 |  90818 |              27659 |   1.921e-02 |           86.5403 ‖
‖       130 |  91224 |              28237 |   1.919e-02 |           85.8470 ‖
‖       131 |  91897 |              28525 |   1.916e-02 |           85.6869 ‖
‖       132 |  92378 |              29033 |   1.914e-02 |           85.3008 ‖
‖       133 |  92853 |              29513 |   1.913e-02 |           84.9466 ‖
‖       134 |  93484 |              29859 |   1.912e-02 |           84.9455 ‖
‖       135 |  94045 |              30278 |   1.910e-02 |           84.9455 ‖
‖       136 |  94678 |              30631 |   1.908e-02 |           84.9455 ‖
‖       137 |  95378 |              30907 |   1.906e-02 |           84.9455 ‖
‖       138 |  96060 |              31216 |   1.904e-02 |           84.6493 ‖
‖       139 |  96950 |              31336 |   1.902e-02 |           84.6466 ‖
‖       140 |  97723 |              31567 |   1.900e-02 |           84.6453 ‖
‖       141 |  98359 |              31926 |   1.900e-02 |           84.6426 ‖
‖       142 |  98734 |              32532 |   1.900e-02 |           84.6408 ‖
‖       143 |  99069 |              33133 |   1.899e-02 |           84.6261 ‖
‖       144 |  99628 |              33534 |   1.898e-02 |           84.6258 ‖
‖       145 | 100186 |              33952 |   1.897e-02 |           84.6039 ‖
‖       146 | 100342 |              34762 |   1.895e-02 |           83.6763 ‖
‖       147 | 100781 |              35266 |   1.893e-02 |           83.4593 ‖
‖       148 | 101124 |              35899 |   1.892e-02 |           82.7276 ‖
‖       149 | 101736 |              36262 |   1.890e-02 |           82.5963 ‖
‖       150 | 102189 |              36777 |   1.889e-02 |           82.4482 ‖
‖       151 | 102775 |              37179 |   1.887e-02 |           82.4482 ‖
‖       152 | 103138 |              37792 |   1.885e-02 |           82.1512 ‖
‖       153 | 103331 |              38566 |   1.885e-02 |           81.5548 ‖
‖       154 | 103691 |              39172 |   1.884e-02 |           81.4234 ‖
‖       155 | 104015 |              39820 |   1.886e-02 |           81.2545 ‖
‖       156 | 104434 |              40358 |   1.886e-02 |           81.2452 ‖
‖       157 | 104900 |              40868 |   1.886e-02 |           81.1955 ‖
‖       158 | 105428 |              41321 |   1.884e-02 |           81.1955 ‖
‖       159 | 105785 |              41931 |   1.882e-02 |           81.1955 ‖
‖       160 | 106138 |              42525 |   1.883e-02 |           81.1961 ‖
‖       161 | 106590 |              43054 |   1.884e-02 |           81.1989 ‖
‖       162 | 106863 |              43748 |   1.884e-02 |           81.2001 ‖
‖       163 | 107208 |              44355 |   1.885e-02 |           81.2030 ‖
‖       164 | 107688 |              44844 |   1.886e-02 |           81.2053 ‖
‖       165 | 108074 |              45434 |   1.886e-02 |           81.2042 ‖
‖       166 | 108573 |              45885 |   1.885e-02 |           81.2042 ‖
‖       167 | 109078 |              46348 |   1.884e-02 |           81.2041 ‖
‖       168 | 109725 |              46684 |   1.885e-02 |           81.1995 ‖
‖       169 | 110371 |              47007 |   1.886e-02 |           81.1995 ‖
‖       170 | 111132 |              47252 |   1.886e-02 |           81.1995 ‖
‖       171 | 111693 |              47662 |   1.886e-02 |           81.1995 ‖
‖       172 | 112085 |              48222 |   1.885e-02 |           81.1995 ‖
‖       173 | 112517 |              48719 |   1.884e-02 |           81.1995 ‖
‖       174 | 112966 |              49241 |   1.885e-02 |           81.1995 ‖
‖       175 | 113458 |              49716 |   1.887e-02 |           81.2001 ‖
‖       176 | 113993 |              50155 |   1.888e-02 |           81.2002 ‖
‖       177 | 114343 |              50769 |   1.888e-02 |           81.2003 ‖
‖       178 | 114412 |              51623 |   1.888e-02 |           81.0302 ‖
‖       179 | 114648 |              52325 |   1.887e-02 |           81.0302 ‖
‖       180 | 114909 |              52986 |   1.886e-02 |           80.9012 ‖
‖       181 | 115478 |              53371 |   1.886e-02 |           80.8604 ‖
‖       182 | 115971 |              53864 |   1.886e-02 |           80.8604 ‖
‖       183 | 116428 |              54360 |   1.886e-02 |           80.8604 ‖
‖       184 | 116822 |              54926 |   1.886e-02 |           80.8604 ‖
‖       185 | 116897 |              55797 |   1.886e-02 |           80.6876 ‖
‖       186 | 117136 |              56501 |   1.885e-02 |           80.6876 ‖
‖       187 | 117345 |              57252 |   1.884e-02 |           79.9653 ‖
‖       188 | 117706 |              57873 |   1.883e-02 |           79.4675 ‖
‖       189 | 118043 |              58516 |   1.883e-02 |           79.0905 ‖
‖       190 | 118212 |              59307 |   1.884e-02 |           78.9000 ‖
‖       191 | 118175 |              60252 |   1.884e-02 |           78.8980 ‖
‖       192 | 118331 |              61012 |   1.883e-02 |           78.7668 ‖
‖       193 | 118688 |              61624 |   1.883e-02 |           78.3528 ‖
‖       194 | 118947 |              62334 |   1.884e-02 |           78.2523 ‖
‖       195 | 119177 |              63059 |   1.885e-02 |           78.1478 ‖
‖       196 | 119553 |              63644 |   1.886e-02 |           78.1216 ‖
‖       197 | 119836 |              64322 |   1.886e-02 |           78.0003 ‖
‖       198 | 119969 |              65127 |   1.885e-02 |           78.0003 ‖
‖       199 | 120272 |              65739 |   1.886e-02 |           77.9164 ‖
‖       200 | 120741 |              66237 |   1.886e-02 |           77.9162 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.083 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_294.vnnlib: unknown
--- Verification time: 20.1005 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (820/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_939.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_939.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_939.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.787e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_939.vnnlib: unsat
--- Verification time: 0.0163 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (821/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5640.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5640.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5640.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.923e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5640.vnnlib: sat
--- Verification time: 0.0186 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (822/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3502.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3502.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3502.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.642e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.576e-02 |          100.0011 ‖
‖         3 |      4 |                  0 |   2.536e-02 |           99.9971 ‖
‖         4 |      8 |                  0 |   2.495e-02 |          100.0051 ‖
‖         5 |     16 |                  0 |   2.383e-02 |           93.7548 ‖
‖         6 |     28 |                  3 |   2.420e-02 |           84.5063 ‖
‖         7 |     50 |                  8 |   2.300e-02 |           68.6815 ‖
‖         8 |     81 |                 22 |   2.311e-02 |           60.7171 ‖
‖         9 |    135 |                 47 |   2.242e-02 |           49.3705 ‖
‖        10 |    216 |                 96 |   2.167e-02 |           38.0999 ‖
‖        11 |    304 |                211 |   2.111e-02 |           25.6213 ‖
‖        12 |    396 |                397 |   2.081e-02 |           16.1928 ‖
‖        13 |    494 |                666 |   2.021e-02 |            9.8525 ‖
‖        14 |    573 |               1036 |   1.984e-02 |            5.6143 ‖
‖        15 |    591 |               1539 |   1.944e-02 |            2.9201 ‖
‖        16 |    543 |               2125 |   1.877e-02 |            1.6141 ‖
‖        17 |    413 |               2742 |   1.795e-02 |            0.6060 ‖
‖        18 |    327 |               3182 |   1.748e-02 |            0.0000 ‖
‖        19 |    240 |               3552 |   1.639e-02 |            0.0000 ‖
‖        20 |    137 |               3837 |   1.692e-02 |            0.0000 ‖
‖        21 |     71 |               4020 |   1.582e-02 |            0.0000 ‖
‖        22 |     34 |               4114 |   1.626e-02 |            0.0000 ‖
‖        23 |     26 |               4153 |   1.467e-02 |            0.0000 ‖
‖        24 |     11 |               4185 |   1.462e-02 |            0.0000 ‖
‖        25 |      3 |               4202 |   1.594e-02 |            0.0000 ‖
‖        26 |      1 |               4207 |   1.579e-02 |            0.0000 ‖
‖        27 |      1 |               4208 |   1.554e-02 |            0.0000 ‖
‖        28 |      1 |               4209 |   1.415e-02 |            0.0000 ‖
‖        29 |      0 |               4210 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.256 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3502.vnnlib: unsat
--- Verification time: 1.2775 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (823/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5620.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5620.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5620.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.610e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.502e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.437e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.339e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.280e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.226e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.133e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.075e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.016e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   2.953e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   2.899e-02 |           99.9003 ‖
‖        12 |   2039 |                  8 |   2.849e-02 |           99.3963 ‖
‖        13 |   3028 |                 42 |   2.814e-02 |           98.2944 ‖
‖        14 |   4048 |                 44 |   2.789e-02 |           98.2939 ‖
‖        14 |   3024 |                 44 |   2.786e-02 |           67.2661 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.559 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5620.vnnlib: sat
--- Verification time: 0.5698 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (824/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5711.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5711.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5711.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.929e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5711.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (825/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7050.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7050.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7050.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.102e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.003e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.893e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.774e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.656e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.539e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.093 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7050.vnnlib: sat
--- Verification time: 0.1029 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (826/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3645.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3645.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3645.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.539e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3645.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (827/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_439.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_439.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_439.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.323e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.195e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.123e-02 |           96.5266 ‖
‖         4 |      7 |                  1 |   4.022e-02 |           81.8786 ‖
‖         5 |     13 |                  2 |   3.808e-02 |           74.9975 ‖
‖         6 |     23 |                  4 |   3.831e-02 |           68.7501 ‖
‖         7 |     42 |                  7 |   3.652e-02 |           61.0577 ‖
‖         8 |     71 |                 18 |   3.569e-02 |           54.1122 ‖
‖         9 |    126 |                 33 |   3.522e-02 |           47.6445 ‖
‖        10 |    223 |                 60 |   3.413e-02 |           41.5294 ‖
‖        11 |    387 |                112 |   3.344e-02 |           35.4031 ‖
‖        12 |    652 |                220 |   3.279e-02 |           29.9094 ‖
‖        13 |   1088 |                415 |   3.219e-02 |           25.1129 ‖
‖        14 |   1763 |                729 |   3.170e-02 |           21.1499 ‖
‖        15 |   2224 |               1240 |   3.115e-02 |           18.1143 ‖
‖        16 |   3103 |               1381 |   3.054e-02 |           16.9189 ‖
‖        17 |   3703 |               1748 |   3.019e-02 |           15.9521 ‖
‖        18 |   4591 |               1873 |   2.979e-02 |           15.3351 ‖
‖        19 |   5192 |               2250 |   2.943e-02 |           14.2017 ‖
‖        20 |   5999 |               2456 |   2.906e-02 |           13.3477 ‖
‖        21 |   6983 |               2484 |   2.882e-02 |           13.2606 ‖
‖        22 |   7708 |               2740 |   2.859e-02 |           12.7292 ‖
‖        23 |   8717 |               2750 |   2.839e-02 |           12.6998 ‖
‖        24 |   9402 |               3068 |   2.808e-02 |           11.9364 ‖
‖        25 |  10328 |               3161 |   2.784e-02 |           11.7041 ‖
‖        26 |  11297 |               3199 |   2.765e-02 |           11.6623 ‖
‖        27 |  11934 |               3553 |   2.740e-02 |           11.1771 ‖
‖        28 |  12938 |               3567 |   2.720e-02 |           11.1580 ‖
‖        29 |  13443 |               4042 |   2.692e-02 |           10.4606 ‖
‖        30 |  14231 |               4268 |   2.670e-02 |           10.0877 ‖
‖        31 |  15096 |               4413 |   2.652e-02 |            9.9758 ‖
‖        32 |  15872 |               4655 |   2.634e-02 |            9.8106 ‖
‖        33 |  16489 |               4992 |   2.629e-02 |            9.7916 ‖
‖        34 |  16877 |               5561 |   2.618e-02 |            9.5383 ‖
‖        35 |  17170 |               6212 |   2.615e-02 |            9.1904 ‖
‖        36 |  17667 |               6697 |   2.611e-02 |            9.1722 ‖
‖        37 |  18010 |               7318 |   2.609e-02 |            8.9338 ‖
‖        38 |  18472 |               7800 |   2.613e-02 |            8.8914 ‖
‖        39 |  19075 |               8157 |   2.611e-02 |            8.8912 ‖
‖        40 |  19341 |               8864 |   2.604e-02 |            8.4290 ‖
‖        41 |  20015 |               9178 |   2.599e-02 |            8.4270 ‖
‖        42 |  20404 |               9775 |   2.590e-02 |            8.1845 ‖
‖        43 |  20872 |              10299 |   2.584e-02 |            8.0276 ‖
‖        44 |  21349 |              10770 |   2.581e-02 |            8.0170 ‖
‖        45 |  21796 |              11294 |   2.580e-02 |            7.9004 ‖
‖        46 |  22418 |              11660 |   2.578e-02 |            7.8821 ‖
‖        47 |  23070 |              12000 |   2.571e-02 |            7.8813 ‖
‖        48 |  23312 |              12712 |   2.566e-02 |            7.6829 ‖
‖        49 |  23848 |              13151 |   2.558e-02 |            7.6656 ‖
‖        50 |  24295 |              13674 |   2.555e-02 |            7.5857 ‖
‖        51 |  24861 |              14094 |   2.553e-02 |            7.5722 ‖
‖        52 |  25355 |              14576 |   2.547e-02 |            7.5719 ‖
‖        53 |  25352 |              15492 |   2.541e-02 |            7.3081 ‖
‖        54 |  25718 |              16098 |   2.534e-02 |            7.3077 ‖
‖        55 |  25734 |              17011 |   2.528e-02 |            7.0211 ‖
‖        56 |  25948 |              17771 |   2.524e-02 |            6.9119 ‖
‖        57 |  26047 |              18606 |   2.519e-02 |            6.8412 ‖
‖        58 |  26385 |              19210 |   2.518e-02 |            6.8076 ‖
‖        59 |  26816 |              19743 |   2.516e-02 |            6.8071 ‖
‖        60 |  26927 |              20562 |   2.510e-02 |            6.6785 ‖
‖        61 |  27346 |              21092 |   2.509e-02 |            6.5674 ‖
‖        62 |  27538 |              21877 |   2.506e-02 |            6.5617 ‖
‖        63 |  27911 |              22415 |   2.508e-02 |            6.5095 ‖
‖        64 |  28327 |              22961 |   2.510e-02 |            6.4971 ‖
‖        65 |  28500 |              23708 |   2.509e-02 |            6.3847 ‖
‖        66 |  28761 |              24374 |   2.511e-02 |            6.3804 ‖
‖        67 |  28665 |              25403 |   2.509e-02 |            6.1017 ‖
‖        68 |  28884 |              26069 |   2.512e-02 |            5.9725 ‖
‖        69 |  29457 |              26467 |   2.511e-02 |            5.9654 ‖
‖        70 |  29830 |              27047 |   2.509e-02 |            5.7862 ‖
‖        71 |  30214 |              27643 |   2.507e-02 |            5.5970 ‖
‖        72 |  30606 |              28184 |   2.508e-02 |            5.4763 ‖
‖        73 |  31243 |              28516 |   2.508e-02 |            5.4443 ‖
‖        74 |  31779 |              28959 |   2.505e-02 |            5.4401 ‖
‖        75 |  32172 |              29509 |   2.502e-02 |            5.4394 ‖
‖        76 |  32247 |              30356 |   2.499e-02 |            5.2651 ‖
‖        77 |  32687 |              30878 |   2.496e-02 |            5.2294 ‖
‖        78 |  33288 |              31266 |   2.493e-02 |            5.2260 ‖
‖        79 |  33750 |              31784 |   2.489e-02 |            5.2249 ‖
‖        80 |  33685 |              32771 |   2.487e-02 |            5.0979 ‖
‖        81 |  33893 |              33464 |   2.485e-02 |            5.0683 ‖
‖        82 |  34088 |              34246 |   2.481e-02 |            4.9601 ‖
‖        83 |  34402 |              34876 |   2.479e-02 |            4.9057 ‖
‖        84 |  34838 |              35407 |   2.475e-02 |            4.8921 ‖
‖        85 |  35092 |              36103 |   2.471e-02 |            4.8264 ‖
‖        86 |  35338 |              36814 |   2.468e-02 |            4.7272 ‖
‖        87 |  35536 |              37555 |   2.466e-02 |            4.6779 ‖
‖        88 |  35912 |              38139 |   2.466e-02 |            4.6469 ‖
‖        89 |  36145 |              38833 |   2.467e-02 |            4.6425 ‖
‖        90 |  36455 |              39483 |   2.466e-02 |            4.6420 ‖
‖        91 |  36588 |              40262 |   2.466e-02 |            4.6417 ‖
‖        92 |  36547 |              41231 |   2.464e-02 |            4.5165 ‖
‖        93 |  36397 |              42247 |   2.465e-02 |            4.4841 ‖
‖        94 |  36506 |              43037 |   2.464e-02 |            4.4806 ‖
‖        95 |  36533 |              43899 |   2.463e-02 |            4.4038 ‖
‖        96 |  36676 |              44686 |   2.461e-02 |            4.3380 ‖
‖        97 |  36876 |              45418 |   2.460e-02 |            4.2986 ‖
‖        98 |  37221 |              46028 |   2.459e-02 |            4.2678 ‖
‖        99 |  37431 |              46753 |   2.461e-02 |            4.2647 ‖
‖       100 |  37645 |              47484 |   2.460e-02 |            4.2641 ‖
‖       101 |  37566 |              48430 |   2.459e-02 |            4.2174 ‖
‖       102 |  37586 |              49299 |   2.461e-02 |            4.2163 ‖
‖       103 |  37791 |              50011 |   2.460e-02 |            4.2162 ‖
‖       104 |  37728 |              50927 |   2.458e-02 |            4.1437 ‖
‖       105 |  37764 |              51761 |   2.458e-02 |            4.0730 ‖
‖       106 |  37797 |              52661 |   2.455e-02 |            4.0386 ‖
‖       107 |  37825 |              53545 |   2.454e-02 |            4.0337 ‖
‖       108 |  37971 |              54316 |   2.454e-02 |            4.0043 ‖
‖       109 |  38299 |              54934 |   2.455e-02 |            4.0005 ‖
‖       110 |  38611 |              55573 |   2.456e-02 |            3.9992 ‖
‖       111 |  38669 |              56431 |   2.458e-02 |            3.9396 ‖
‖       112 |  38811 |              57206 |   2.456e-02 |            3.8895 ‖
‖       113 |  39024 |              57947 |   2.455e-02 |            3.8126 ‖
‖       114 |  39331 |              58576 |   2.456e-02 |            3.7727 ‖
‖       115 |  39189 |              59623 |   2.458e-02 |            3.7551 ‖
‖       116 |  39271 |              60470 |   2.458e-02 |            3.6869 ‖
‖       117 |  39534 |              61112 |   2.461e-02 |            3.6510 ‖
‖       118 |  39986 |              61608 |   2.464e-02 |            3.6302 ‖
‖       119 |  40490 |              62048 |   2.466e-02 |            3.5895 ‖
‖       120 |  41192 |              62323 |   2.466e-02 |            3.5858 ‖
‖       121 |  41939 |              62555 |   2.465e-02 |            3.5838 ‖
‖       122 |  42214 |              63222 |   2.463e-02 |            3.4985 ‖
‖       123 |  42635 |              63773 |   2.460e-02 |            3.4278 ‖
‖       124 |  43116 |              64266 |   2.457e-02 |            3.4010 ‖
‖       125 |  43621 |              64734 |   2.454e-02 |            3.3972 ‖
‖       126 |  43777 |              65520 |   2.450e-02 |            3.3064 ‖
‖       127 |  44099 |              66135 |   2.448e-02 |            3.3054 ‖
‖       128 |  44108 |              67051 |   2.445e-02 |            3.1991 ‖
‖       129 |  44232 |              67861 |   2.443e-02 |            3.1305 ‖
‖       130 |  44201 |              68828 |   2.440e-02 |            3.0118 ‖
‖       131 |  44126 |              69772 |   2.441e-02 |            2.9540 ‖
‖       132 |  44209 |              70628 |   2.440e-02 |            2.9042 ‖
‖       133 |  44423 |              71318 |   2.441e-02 |            2.8832 ‖
‖       134 |  44594 |              72079 |   2.441e-02 |            2.8702 ‖
‖       135 |  44895 |              72675 |   2.441e-02 |            2.8627 ‖
‖       136 |  45189 |              73307 |   2.442e-02 |            2.8585 ‖
‖       137 |  45451 |              73961 |   2.441e-02 |            2.8439 ‖
‖       138 |  45450 |              74892 |   2.439e-02 |            2.8062 ‖
‖       139 |  45361 |              75896 |   2.437e-02 |            2.7632 ‖
‖       140 |  45360 |              76740 |   2.437e-02 |            2.7602 ‖
‖       141 |  45625 |              77409 |   2.435e-02 |            2.7512 ‖
‖       142 |  46047 |              77903 |   2.434e-02 |            2.7481 ‖
‖       143 |  46526 |              78376 |   2.432e-02 |            2.7459 ‖
‖       144 |  46832 |              78993 |   2.430e-02 |            2.7407 ‖
‖       145 |  46699 |              80019 |   2.429e-02 |            2.7028 ‖
‖       146 |  46643 |              80956 |   2.430e-02 |            2.7025 ‖
‖       147 |  46435 |              82064 |   2.429e-02 |            2.6598 ‖
‖       148 |  46310 |              83073 |   2.429e-02 |            2.6284 ‖
‖       149 |  46297 |              83960 |   2.429e-02 |            2.6162 ‖
‖       150 |  46296 |              84856 |   2.428e-02 |            2.6024 ‖
‖       151 |  46325 |              85689 |   2.428e-02 |            2.6008 ‖
‖       152 |  46373 |              86515 |   2.428e-02 |            2.5838 ‖
‖       153 |  46329 |              87462 |   2.427e-02 |            2.5453 ‖
‖       154 |  46261 |              88433 |   2.426e-02 |            2.5187 ‖
‖       155 |  46335 |              89270 |   2.426e-02 |            2.4698 ‖
‖       156 |  46318 |              90161 |   2.425e-02 |            2.4470 ‖
‖       157 |  46580 |              90843 |   2.424e-02 |            2.4228 ‖
‖       158 |  46787 |              91575 |   2.423e-02 |            2.4073 ‖
‖       159 |  46972 |              92312 |   2.425e-02 |            2.4038 ‖
‖       160 |  47245 |              92978 |   2.425e-02 |            2.4026 ‖
‖       161 |  47468 |              93666 |   2.425e-02 |            2.4021 ‖
‖       162 |  47431 |              94597 |   2.423e-02 |            2.3531 ‖
‖       163 |  47443 |              95479 |   2.422e-02 |            2.3161 ‖
‖       164 |  47516 |              96355 |   2.420e-02 |            2.3106 ‖
‖       165 |  47534 |              97205 |   2.419e-02 |            2.2735 ‖
‖       166 |  47578 |              98054 |   2.416e-02 |            2.2114 ‖
‖       167 |  47487 |              99040 |   2.416e-02 |            2.1732 ‖
‖       168 |  47380 |             100032 |   2.417e-02 |            2.1477 ‖
‖       169 |  47203 |             101088 |   2.417e-02 |            2.1023 ‖
‖       170 |  47288 |             101932 |   2.417e-02 |            2.0807 ‖
‖       171 |  47460 |             102681 |   2.418e-02 |            2.0703 ‖
‖       172 |  47704 |             103367 |   2.419e-02 |            2.0655 ‖
‖       173 |  47835 |             104144 |   2.420e-02 |            2.0537 ‖
‖       174 |  48107 |             104815 |   2.420e-02 |            2.0506 ‖
‖       175 |  48179 |             105657 |   2.421e-02 |            2.0497 ‖
‖       176 |  48146 |             106608 |   2.420e-02 |            2.0413 ‖
‖       177 |  47957 |             107664 |   2.420e-02 |            2.0180 ‖
‖       178 |  47926 |             108577 |   2.420e-02 |            1.9989 ‖
‖       179 |  47627 |             109753 |   2.422e-02 |            1.9953 ‖
‖       180 |  47489 |             110791 |   2.422e-02 |            1.9941 ‖
‖       181 |  47463 |             111687 |   2.423e-02 |            1.9796 ‖
‖       182 |  47479 |             112588 |   2.423e-02 |            1.9746 ‖
‖       183 |  47583 |             113405 |   2.423e-02 |            1.9699 ‖
‖       184 |  47704 |             114227 |   2.422e-02 |            1.9653 ‖
‖       185 |  47859 |             115005 |   2.421e-02 |            1.9444 ‖
‖       186 |  48050 |             115748 |   2.419e-02 |            1.9265 ‖
‖       187 |  48187 |             116526 |   2.418e-02 |            1.9173 ‖
‖       188 |  48275 |             117382 |   2.416e-02 |            1.8765 ‖
‖       189 |  48216 |             118315 |   2.414e-02 |            1.8396 ‖
‖       190 |  48333 |             119077 |   2.414e-02 |            1.8149 ‖
‖       191 |  48245 |             120036 |   2.414e-02 |            1.7855 ‖
‖       192 |  48217 |             120959 |   2.413e-02 |            1.7473 ‖
‖       193 |  48240 |             121846 |   2.412e-02 |            1.7168 ‖
‖       194 |  48316 |             122680 |   2.412e-02 |            1.6928 ‖
‖       195 |  48631 |             123302 |   2.412e-02 |            1.6786 ‖
‖       196 |  48777 |             124078 |   2.412e-02 |            1.6573 ‖
‖       197 |  49101 |             124702 |   2.411e-02 |            1.6478 ‖
‖       198 |  49372 |             125358 |   2.411e-02 |            1.6408 ‖
‖       199 |  49686 |             125990 |   2.410e-02 |            1.6351 ‖
‖       200 |  49967 |             126639 |   2.409e-02 |            1.6314 ‖
‖       201 |  50254 |             127291 |   2.408e-02 |            1.6282 ‖
‖       202 |  50573 |             127918 |   2.407e-02 |            1.6220 ‖
‖       203 |  50675 |             128730 |   2.405e-02 |            1.6029 ‖
‖       204 |  50747 |             129596 |   2.403e-02 |            1.5892 ‖
‖       205 |  50809 |             130427 |   2.402e-02 |            1.5787 ‖
‖       206 |  50775 |             131382 |   2.400e-02 |            1.5696 ‖
‖       207 |  50760 |             132265 |   2.399e-02 |            1.5613 ‖
‖       208 |  50736 |             133165 |   2.399e-02 |            1.5594 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.077 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_439.vnnlib: unknown
--- Verification time: 20.0900 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (828/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7776.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7776.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7776.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.074e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7776.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (829/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_859.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_859.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_859.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.972e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_859.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (830/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1917.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1917.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1917.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.165e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1917.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (831/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2251.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2251.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2251.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.928e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2251.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (832/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_318.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_318.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_318.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.238e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.969e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.817e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.689e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.576e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.483e-02 |          100.0000 ‖
‖         7 |     63 |                  1 |   3.324e-02 |           98.4376 ‖
‖         8 |    120 |                  7 |   3.188e-02 |           92.0153 ‖
‖         9 |    225 |                 21 |   3.089e-02 |           83.6982 ‖
‖        10 |    406 |                 59 |   3.029e-02 |           76.3383 ‖
‖        11 |    732 |                134 |   2.960e-02 |           68.2594 ‖
‖        12 |   1293 |                292 |   2.902e-02 |           60.3512 ‖
‖        13 |   2024 |                568 |   2.839e-02 |           53.2130 ‖
‖        14 |   2789 |                805 |   2.811e-02 |           50.0550 ‖
‖        15 |   3557 |               1052 |   2.768e-02 |           46.8885 ‖
‖        16 |   4497 |               1111 |   2.745e-02 |           46.6066 ‖
‖        17 |   5205 |               1409 |   2.711e-02 |           44.2877 ‖
‖        18 |   6198 |               1433 |   2.686e-02 |           43.9944 ‖
‖        19 |   6991 |               1654 |   2.659e-02 |           42.6774 ‖
‖        20 |   7783 |               1874 |   2.631e-02 |           41.3688 ‖
‖        21 |   8746 |               1921 |   2.604e-02 |           41.2486 ‖
‖        22 |   9711 |               1979 |   2.580e-02 |           40.7769 ‖
‖        23 |  10687 |               2021 |   2.566e-02 |           40.6233 ‖
‖        24 |  11572 |               2150 |   2.549e-02 |           40.1865 ‖
‖        25 |  12231 |               2504 |   2.535e-02 |           38.6154 ‖
‖        26 |  13205 |               2536 |   2.523e-02 |           38.5008 ‖
‖        27 |  14123 |               2639 |   2.514e-02 |           37.8000 ‖
‖        28 |  15133 |               2651 |   2.506e-02 |           37.6940 ‖
‖        29 |  16146 |               2659 |   2.494e-02 |           37.6788 ‖
‖        30 |  16798 |               3017 |   2.480e-02 |           36.5931 ‖
‖        31 |  17790 |               3034 |   2.472e-02 |           36.5931 ‖
‖        32 |  18670 |               3170 |   2.459e-02 |           36.1342 ‖
‖        33 |  19350 |               3505 |   2.447e-02 |           35.0422 ‖
‖        34 |  20296 |               3565 |   2.431e-02 |           34.9403 ‖
‖        35 |  21277 |               3604 |   2.416e-02 |           34.8891 ‖
‖        36 |  22279 |               3624 |   2.401e-02 |           34.8889 ‖
‖        37 |  23248 |               3679 |   2.385e-02 |           34.8887 ‖
‖        38 |  24229 |               3716 |   2.370e-02 |           34.8885 ‖
‖        39 |  25046 |               3916 |   2.355e-02 |           34.2846 ‖
‖        40 |  25847 |               4127 |   2.344e-02 |           33.5714 ‖
‖        41 |  26733 |               4245 |   2.331e-02 |           33.4160 ‖
‖        42 |  27666 |               4331 |   2.321e-02 |           33.1876 ‖
‖        43 |  28591 |               4416 |   2.309e-02 |           33.0658 ‖
‖        44 |  29482 |               4537 |   2.291e-02 |           32.8076 ‖
‖        45 |  30444 |               4594 |   2.278e-02 |           32.7449 ‖
‖        46 |  31378 |               4664 |   2.263e-02 |           32.6906 ‖
‖        47 |  31970 |               5082 |   2.245e-02 |           31.5852 ‖
‖        48 |  32841 |               5225 |   2.230e-02 |           31.1692 ‖
‖        49 |  33819 |               5270 |   2.216e-02 |           31.0286 ‖
‖        50 |  34819 |               5293 |   2.203e-02 |           30.9626 ‖
‖        51 |  35813 |               5316 |   2.189e-02 |           30.9443 ‖
‖        52 |  36558 |               5592 |   2.175e-02 |           30.0059 ‖
‖        53 |  37465 |               5706 |   2.163e-02 |           29.6943 ‖
‖        54 |  38400 |               5784 |   2.151e-02 |           29.6384 ‖
‖        55 |  39282 |               5918 |   2.141e-02 |           29.3988 ‖
‖        56 |  40170 |               6040 |   2.132e-02 |           29.2637 ‖
‖        57 |  41073 |               6146 |   2.123e-02 |           29.2320 ‖
‖        58 |  41938 |               6290 |   2.115e-02 |           29.2032 ‖
‖        59 |  42917 |               6324 |   2.104e-02 |           29.1727 ‖
‖        60 |  43870 |               6381 |   2.094e-02 |           29.1590 ‖
‖        61 |  44399 |               6855 |   2.085e-02 |           28.7462 ‖
‖        62 |  44940 |               7282 |   2.084e-02 |           28.7390 ‖
‖        63 |  45472 |               7707 |   2.085e-02 |           28.7324 ‖
‖        64 |  45968 |               8175 |   2.088e-02 |           28.7099 ‖
‖        65 |  46498 |               8629 |   2.089e-02 |           28.7015 ‖
‖        66 |  46850 |               9244 |   2.090e-02 |           28.5275 ‖
‖        67 |  47295 |               9764 |   2.093e-02 |           28.5219 ‖
‖        68 |  47662 |              10349 |   2.096e-02 |           28.3185 ‖
‖        69 |  47875 |              11109 |   2.097e-02 |           27.6459 ‖
‖        70 |  48513 |              11440 |   2.098e-02 |           27.5715 ‖
‖        71 |  49259 |              11682 |   2.098e-02 |           27.5416 ‖
‖        72 |  49975 |              11949 |   2.098e-02 |           27.4419 ‖
‖        73 |  50748 |              12163 |   2.099e-02 |           27.4373 ‖
‖        74 |  51537 |              12387 |   2.098e-02 |           27.4229 ‖
‖        75 |  52260 |              12651 |   2.099e-02 |           27.4142 ‖
‖        76 |  53100 |              12803 |   2.098e-02 |           27.4108 ‖
‖        77 |  53909 |              13003 |   2.098e-02 |           27.3983 ‖
‖        78 |  54748 |              13159 |   2.098e-02 |           27.3824 ‖
‖        79 |  55565 |              13352 |   2.098e-02 |           27.3812 ‖
‖        80 |  56344 |              13584 |   2.094e-02 |           27.3810 ‖
‖        81 |  57212 |              13712 |   2.093e-02 |           27.3788 ‖
‖        82 |  58181 |              13759 |   2.092e-02 |           27.3758 ‖
‖        83 |  59168 |              13792 |   2.090e-02 |           27.3757 ‖
‖        84 |  60089 |              13891 |   2.086e-02 |           27.3746 ‖
‖        85 |  60813 |              14150 |   2.081e-02 |           27.1576 ‖
‖        86 |  61564 |              14400 |   2.076e-02 |           26.9772 ‖
‖        87 |  62364 |              14599 |   2.069e-02 |           26.9007 ‖
‖        88 |  62939 |              15016 |   2.063e-02 |           26.4747 ‖
‖        89 |  63567 |              15386 |   2.058e-02 |           26.1124 ‖
‖        90 |  64353 |              15594 |   2.052e-02 |           26.0344 ‖
‖        91 |  65044 |              15905 |   2.048e-02 |           25.9177 ‖
‖        92 |  65742 |              16199 |   2.044e-02 |           25.8567 ‖
‖        93 |  66384 |              16537 |   2.041e-02 |           25.6627 ‖
‖        94 |  66967 |              16956 |   2.038e-02 |           25.3932 ‖
‖        95 |  67565 |              17353 |   2.033e-02 |           25.2909 ‖
‖        96 |  68189 |              17710 |   2.030e-02 |           25.1703 ‖
‖        97 |  68745 |              18127 |   2.029e-02 |           24.9847 ‖
‖        98 |  69401 |              18469 |   2.023e-02 |           24.9531 ‖
‖        99 |  70045 |              18800 |   2.020e-02 |           24.8858 ‖
‖       100 |  70641 |              19199 |   2.016e-02 |           24.8485 ‖
‖       101 |  71287 |              19544 |   2.011e-02 |           24.8290 ‖
‖       102 |  71879 |              19906 |   2.010e-02 |           24.7369 ‖
‖       103 |  72456 |              20317 |   2.007e-02 |           24.6843 ‖
‖       104 |  73022 |              20723 |   2.003e-02 |           24.6785 ‖
‖       105 |  73596 |              21107 |   2.003e-02 |           24.6588 ‖
‖       106 |  74147 |              21544 |   2.000e-02 |           24.6587 ‖
‖       107 |  74401 |              22217 |   1.999e-02 |           24.4265 ‖
‖       108 |  74672 |              22904 |   1.996e-02 |           24.1901 ‖
‖       109 |  75031 |              23508 |   1.995e-02 |           24.0654 ‖
‖       110 |  75360 |              24125 |   1.996e-02 |           23.7954 ‖
‖       111 |  75967 |              24505 |   1.991e-02 |           23.7927 ‖
‖       112 |  76565 |              24876 |   1.990e-02 |           23.7447 ‖
‖       113 |  77209 |              25215 |   1.989e-02 |           23.6423 ‖
‖       114 |  77885 |              25528 |   1.983e-02 |           23.6413 ‖
‖       115 |  78451 |              25928 |   1.982e-02 |           23.5707 ‖
‖       116 |  79072 |              26292 |   1.982e-02 |           23.5602 ‖
‖       117 |  79680 |              26662 |   1.976e-02 |           23.5602 ‖
‖       118 |  80191 |              27113 |   1.976e-02 |           23.5485 ‖
‖       119 |  80752 |              27528 |   1.976e-02 |           23.5486 ‖
‖       120 |  81186 |              28045 |   1.972e-02 |           23.5482 ‖
‖       121 |  81318 |              28852 |   1.972e-02 |           23.1351 ‖
‖       122 |  81635 |              29500 |   1.970e-02 |           22.9910 ‖
‖       123 |  82025 |              30081 |   1.969e-02 |           22.8582 ‖
‖       124 |  82447 |              30629 |   1.969e-02 |           22.6218 ‖
‖       125 |  82968 |              31099 |   1.964e-02 |           22.5855 ‖
‖       126 |  83496 |              31535 |   1.963e-02 |           22.5343 ‖
‖       127 |  84212 |              31804 |   1.961e-02 |           22.5177 ‖
‖       128 |  84792 |              32211 |   1.956e-02 |           22.5177 ‖
‖       129 |  85358 |              32615 |   1.954e-02 |           22.3203 ‖
‖       130 |  85972 |              32995 |   1.951e-02 |           22.1319 ‖
‖       131 |  86513 |              33445 |   1.947e-02 |           22.1171 ‖
‖       132 |  86984 |              33932 |   1.947e-02 |           21.9148 ‖
‖       133 |  87459 |              34412 |   1.946e-02 |           21.8390 ‖
‖       134 |  88039 |              34813 |   1.942e-02 |           21.8386 ‖
‖       135 |  88695 |              35131 |   1.941e-02 |           21.7753 ‖
‖       136 |  89350 |              35466 |   1.937e-02 |           21.7434 ‖
‖       137 |  90017 |              35785 |   1.935e-02 |           21.7386 ‖
‖       138 |  90644 |              36151 |   1.934e-02 |           21.6895 ‖
‖       139 |  91053 |              36693 |   1.932e-02 |           21.6833 ‖
‖       140 |  91643 |              37057 |   1.932e-02 |           21.6269 ‖
‖       141 |  92136 |              37533 |   1.932e-02 |           21.5791 ‖
‖       142 |  92525 |              38075 |   1.928e-02 |           21.5790 ‖
‖       143 |  93274 |              38299 |   1.927e-02 |           21.5678 ‖
‖       144 |  94069 |              38512 |   1.924e-02 |           21.5474 ‖
‖       145 |  94830 |              38740 |   1.918e-02 |           21.5465 ‖
‖       146 |  95394 |              39147 |   1.915e-02 |           21.4000 ‖
‖       147 |  95951 |              39574 |   1.911e-02 |           21.3991 ‖
‖       148 |  96638 |              39857 |   1.911e-02 |           21.3738 ‖
‖       149 |  97356 |              40139 |   1.910e-02 |           21.3698 ‖
‖       150 |  98091 |              40402 |   1.908e-02 |           21.3503 ‖
‖       151 |  98752 |              40735 |   1.908e-02 |           21.3281 ‖
‖       152 |  99441 |              41028 |   1.907e-02 |           21.2832 ‖
‖       153 | 100144 |              41317 |   1.906e-02 |           21.2462 ‖
‖       154 | 100879 |              41566 |   1.904e-02 |           21.2105 ‖
‖       155 | 101641 |              41795 |   1.903e-02 |           21.1915 ‖
‖       156 | 102256 |              42151 |   1.901e-02 |           21.1672 ‖
‖       157 | 102698 |              42663 |   1.902e-02 |           21.1147 ‖
‖       158 | 103103 |              43227 |   1.904e-02 |           21.1024 ‖
‖       159 | 103421 |              43853 |   1.907e-02 |           21.0555 ‖
‖       160 | 103890 |              44333 |   1.910e-02 |           21.0057 ‖
‖       161 | 104425 |              44748 |   1.912e-02 |           20.8600 ‖
‖       162 | 105121 |              45052 |   1.913e-02 |           20.7404 ‖
‖       163 | 105914 |              45260 |   1.914e-02 |           20.7343 ‖
‖       164 | 106666 |              45499 |   1.915e-02 |           20.7103 ‖
‖       165 | 107503 |              45670 |   1.915e-02 |           20.7084 ‖
‖       166 | 108235 |              45949 |   1.914e-02 |           20.6862 ‖
‖       167 | 108998 |              46189 |   1.913e-02 |           20.6670 ‖
‖       168 | 109714 |              46480 |   1.911e-02 |           20.6541 ‖
‖       169 | 110567 |              46640 |   1.910e-02 |           20.6075 ‖
‖       170 | 111568 |              46663 |   1.908e-02 |           20.6062 ‖
‖       171 | 112393 |              46855 |   1.905e-02 |           20.6061 ‖
‖       172 | 113382 |              46877 |   1.903e-02 |           20.6061 ‖
‖       173 | 114310 |              46971 |   1.901e-02 |           20.5944 ‖
‖       174 | 115143 |              47158 |   1.899e-02 |           20.5782 ‖
‖       175 | 115891 |              47418 |   1.897e-02 |           20.5669 ‖
‖       176 | 116574 |              47715 |   1.896e-02 |           20.5554 ‖
‖       177 | 117364 |              47909 |   1.894e-02 |           20.5537 ‖
‖       178 | 118046 |              48222 |   1.893e-02 |           20.5530 ‖
‖       179 | 118715 |              48528 |   1.892e-02 |           20.5437 ‖
‖       180 | 119357 |              48877 |   1.891e-02 |           20.5340 ‖
‖       181 | 120007 |              49228 |   1.890e-02 |           20.5250 ‖
‖       182 | 120488 |              49712 |   1.890e-02 |           20.5121 ‖
‖       183 | 120977 |              50221 |   1.890e-02 |           20.5033 ‖
‖       184 | 121423 |              50726 |   1.891e-02 |           20.5008 ‖
‖       185 | 121887 |              51244 |   1.891e-02 |           20.5008 ‖
‖       186 | 122150 |              51912 |   1.892e-02 |           20.4982 ‖
‖       187 | 122464 |              52505 |   1.894e-02 |           20.4953 ‖
‖       188 | 122939 |              52996 |   1.894e-02 |           20.4915 ‖
‖       189 | 123518 |              53373 |   1.894e-02 |           20.4879 ‖
‖       190 | 124114 |              53751 |   1.895e-02 |           20.4805 ‖
‖       191 | 124826 |              54027 |   1.894e-02 |           20.4739 ‖
‖       192 | 125582 |              54256 |   1.893e-02 |           20.4725 ‖
‖       193 | 126345 |              54483 |   1.892e-02 |           20.4724 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.044 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_318.vnnlib: unknown
--- Verification time: 20.0601 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (833/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5093.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5093.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5093.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.127e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.972e-02 |           73.2834 ‖
‖         3 |      2 |                  2 |   3.823e-02 |           31.6199 ‖
‖         4 |      1 |                  5 |   3.820e-02 |           12.5000 ‖
‖         5 |      1 |                  6 |   3.742e-02 |            6.2500 ‖
‖         6 |      1 |                  7 |   3.655e-02 |            3.0179 ‖
‖         7 |      1 |                  8 |   2.049e-02 |            0.0000 ‖
‖         8 |      0 |                  9 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.131 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5093.vnnlib: unsat
--- Verification time: 0.1404 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (834/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1216.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1216.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1216.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.315e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1216.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (835/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3219.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3219.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3219.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.827e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3219.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (836/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7247.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7247.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7247.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.766e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7247.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (837/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3471.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3471.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3471.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.876e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3471.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (838/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1962.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1962.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1962.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.283e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1962.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (839/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5982.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5982.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5982.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.673e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5982.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (840/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1841.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1841.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1841.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.708e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1841.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (841/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2442.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2442.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2442.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.310e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2442.vnnlib: sat
--- Verification time: 0.0182 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (842/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6797.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6797.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6797.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.607e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.502e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.338e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   5.172e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   5.019e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.912e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.800e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.710e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.624e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   4.532e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.438e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.343e-02 |           99.9995 ‖
‖        13 |   3072 |                  0 |   4.279e-02 |           99.9992 ‖
‖        14 |   4096 |                  0 |   4.235e-02 |           99.9989 ‖
‖        15 |   5120 |                  0 |   4.200e-02 |          100.0000 ‖
‖        16 |   6144 |                  0 |   4.163e-02 |          100.0003 ‖
‖        17 |   7168 |                  0 |   4.129e-02 |          100.0002 ‖
‖        18 |   8192 |                  0 |   4.097e-02 |          100.0002 ‖
‖        18 |   7168 |                  0 |   4.107e-02 |           87.1093 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.638 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6797.vnnlib: sat
--- Verification time: 0.6505 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (843/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3157.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3157.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3157.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.377e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.232e-02 |           64.4699 ‖
‖         3 |      2 |                  2 |   3.221e-02 |           50.0000 ‖
‖         4 |      3 |                  3 |   3.150e-02 |           36.9207 ‖
‖         5 |      3 |                  6 |   3.115e-02 |           18.7500 ‖
‖         6 |      3 |                  9 |   3.038e-02 |            8.6200 ‖
‖         7 |      3 |                 12 |   2.668e-02 |            2.5073 ‖
‖         8 |      1 |                 16 |   1.523e-02 |            0.0000 ‖
‖         9 |      0 |                 17 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.151 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3157.vnnlib: unsat
--- Verification time: 0.1612 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (844/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1155.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1155.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1155.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.823e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.676e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.554e-02 |           95.7097 ‖
‖         4 |      7 |                  1 |   3.483e-02 |           83.5461 ‖
‖         5 |     12 |                  3 |   3.423e-02 |           72.4786 ‖
‖         6 |     21 |                  6 |   3.293e-02 |           60.2621 ‖
‖         7 |     35 |                 12 |   3.241e-02 |           51.3477 ‖
‖         8 |     59 |                 21 |   3.192e-02 |           42.9854 ‖
‖         9 |     90 |                 48 |   3.062e-02 |           31.6391 ‖
‖        10 |    136 |                 86 |   3.050e-02 |           24.7395 ‖
‖        11 |    203 |                151 |   2.980e-02 |           18.6275 ‖
‖        12 |    280 |                270 |   2.862e-02 |           12.0906 ‖
‖        13 |    350 |                458 |   2.794e-02 |            7.5894 ‖
‖        14 |    400 |                732 |   2.732e-02 |            4.2700 ‖
‖        15 |    370 |               1127 |   2.632e-02 |            1.8678 ‖
‖        16 |    315 |               1510 |   2.593e-02 |            0.8107 ‖
‖        17 |    263 |               1846 |   2.512e-02 |            0.3345 ‖
‖        18 |    160 |               2180 |   2.350e-02 |            0.0830 ‖
‖        19 |     48 |               2407 |   2.344e-02 |            0.0113 ‖
‖        20 |      6 |               2485 |   2.069e-02 |            0.0003 ‖
‖        21 |      0 |               2493 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.827 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1155.vnnlib: unsat
--- Verification time: 0.8376 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (845/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_581.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_581.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_581.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.444e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.338e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.212e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.100e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   2.974e-02 |           85.8822 ‖
‖         6 |     24 |                  7 |   2.916e-02 |           67.7875 ‖
‖         7 |     39 |                 16 |   2.810e-02 |           51.5887 ‖
‖         8 |     56 |                 35 |   2.741e-02 |           38.4696 ‖
‖         9 |     74 |                 70 |   2.690e-02 |           25.4845 ‖
‖        10 |     90 |                122 |   2.616e-02 |           15.2086 ‖
‖        11 |     94 |                200 |   2.574e-02 |            7.7659 ‖
‖        12 |     88 |                292 |   2.469e-02 |            3.3618 ‖
‖        13 |     58 |                400 |   2.322e-02 |            0.9976 ‖
‖        14 |     25 |                477 |   2.284e-02 |            0.2280 ‖
‖        15 |     11 |                511 |   2.220e-02 |            0.0415 ‖
‖        16 |      3 |                527 |   2.132e-02 |            0.0041 ‖
‖        17 |      1 |                531 |   2.227e-02 |            0.0012 ‖
‖        18 |      0 |                533 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.536 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_581.vnnlib: unsat
--- Verification time: 0.5464 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (846/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2494.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2494.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2494.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.061e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2494.vnnlib: unsat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (847/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1735.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1735.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1735.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.999e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1735.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (848/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1354.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1354.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1354.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.451e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1354.vnnlib: unsat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (849/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6187.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6187.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6187.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.601e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6187.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (850/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4254.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4254.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4254.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.119e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.048e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.930e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.815e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.677e-02 |           99.9999 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.079 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4254.vnnlib: sat
--- Verification time: 0.0886 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (851/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4146.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4146.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4146.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.149e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4146.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (852/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3252.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3252.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3252.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.395e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.274e-02 |           36.9694 ‖
‖         3 |      1 |                  2 |   3.219e-02 |           17.2196 ‖
‖         4 |      1 |                  3 |   2.704e-02 |            0.0578 ‖
‖         5 |      0 |                  4 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.071 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3252.vnnlib: unsat
--- Verification time: 0.0809 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (853/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2913.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2913.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2913.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.861e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2913.vnnlib: unsat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (854/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2067.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2067.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2067.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.920e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.691e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.590e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.490e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.380e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.296e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.210e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.149e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.078e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.974e-02 |           99.9998 ‖
‖        11 |   1020 |                  4 |   3.849e-02 |           99.5935 ‖
‖        12 |   2019 |                 25 |   3.741e-02 |           98.1725 ‖
‖        13 |   2895 |                169 |   3.657e-02 |           93.7351 ‖
‖        14 |   3917 |                171 |   3.609e-02 |           93.6660 ‖
‖        15 |   4900 |                200 |   3.574e-02 |           93.4238 ‖
‖        16 |   5624 |                483 |   3.536e-02 |           89.5399 ‖
‖        17 |   6513 |                609 |   3.503e-02 |           87.5322 ‖
‖        18 |   7467 |                662 |   3.479e-02 |           87.1853 ‖
‖        19 |   8466 |                686 |   3.456e-02 |           86.7579 ‖
‖        20 |   9480 |                696 |   3.437e-02 |           86.6036 ‖
‖        21 |  10460 |                739 |   3.421e-02 |           86.4582 ‖
‖        22 |  11477 |                744 |   3.405e-02 |           86.4453 ‖
‖        23 |  12491 |                754 |   3.390e-02 |           86.4446 ‖
‖        24 |  13454 |                799 |   3.379e-02 |           86.2008 ‖
‖        25 |  14324 |                936 |   3.362e-02 |           85.3118 ‖
‖        26 |  15047 |               1219 |   3.344e-02 |           83.5149 ‖
‖        27 |  15961 |               1318 |   3.325e-02 |           82.9102 ‖
‖        28 |  16790 |               1505 |   3.306e-02 |           81.5385 ‖
‖        29 |  17650 |               1655 |   3.288e-02 |           80.5508 ‖
‖        30 |  18584 |               1738 |   3.268e-02 |           80.1428 ‖
‖        31 |  19533 |               1807 |   3.251e-02 |           79.8576 ‖
‖        32 |  20501 |               1857 |   3.231e-02 |           79.7470 ‖
‖        33 |  21483 |               1892 |   3.212e-02 |           79.5348 ‖
‖        34 |  22452 |               1946 |   3.193e-02 |           79.0378 ‖
‖        35 |  23390 |               2026 |   3.174e-02 |           78.6056 ‖
‖        36 |  24379 |               2061 |   3.154e-02 |           78.3826 ‖
‖        37 |  25352 |               2112 |   3.137e-02 |           77.9570 ‖
‖        38 |  26316 |               2172 |   3.120e-02 |           77.7847 ‖
‖        39 |  27296 |               2208 |   3.103e-02 |           77.6962 ‖
‖        40 |  28282 |               2244 |   3.086e-02 |           77.4855 ‖
‖        41 |  29272 |               2277 |   3.070e-02 |           77.3822 ‖
‖        42 |  30292 |               2281 |   3.054e-02 |           77.3376 ‖
‖        43 |  31311 |               2285 |   3.038e-02 |           77.3280 ‖
‖        44 |  32313 |               2307 |   3.022e-02 |           77.2679 ‖
‖        45 |  33335 |               2308 |   3.006e-02 |           77.2614 ‖
‖        46 |  34355 |               2312 |   2.993e-02 |           77.2172 ‖
‖        47 |  35350 |               2338 |   2.980e-02 |           77.1828 ‖
‖        48 |  36308 |               2396 |   2.966e-02 |           77.0999 ‖
‖        49 |  37204 |               2509 |   2.956e-02 |           77.0996 ‖
‖        50 |  37888 |               2801 |   2.950e-02 |           76.8267 ‖
‖        51 |  38391 |               3262 |   2.948e-02 |           76.5152 ‖
‖        52 |  38817 |               3775 |   2.949e-02 |           76.4444 ‖
‖        53 |  39003 |               4525 |   2.956e-02 |           75.9304 ‖
‖        54 |  39376 |               5082 |   2.962e-02 |           75.4504 ‖
‖        55 |  39987 |               5421 |   2.964e-02 |           75.2068 ‖
‖        56 |  40838 |               5571 |   2.966e-02 |           75.0982 ‖
‖        57 |  41783 |               5640 |   2.964e-02 |           74.9875 ‖
‖        58 |  42689 |               5739 |   2.960e-02 |           74.7018 ‖
‖        59 |  43547 |               5903 |   2.954e-02 |           74.1702 ‖
‖        60 |  44329 |               6125 |   2.947e-02 |           73.5966 ‖
‖        61 |  45240 |               6223 |   2.939e-02 |           73.4034 ‖
‖        62 |  46084 |               6400 |   2.932e-02 |           72.7757 ‖
‖        63 |  47021 |               6479 |   2.924e-02 |           72.6401 ‖
‖        64 |  47984 |               6537 |   2.918e-02 |           72.4949 ‖
‖        65 |  48939 |               6602 |   2.908e-02 |           72.3339 ‖
‖        66 |  49846 |               6715 |   2.900e-02 |           72.0768 ‖
‖        67 |  50660 |               6894 |   2.894e-02 |           72.0118 ‖
‖        68 |  51307 |               7241 |   2.891e-02 |           71.8507 ‖
‖        69 |  51785 |               7738 |   2.889e-02 |           71.6735 ‖
‖        70 |  52231 |               8266 |   2.889e-02 |           71.6658 ‖
‖        71 |  52643 |               8803 |   2.891e-02 |           71.6608 ‖
‖        72 |  53103 |               9277 |   2.893e-02 |           71.5613 ‖
‖        73 |  53745 |               9605 |   2.894e-02 |           71.3428 ‖
‖        74 |  54575 |               9773 |   2.887e-02 |           71.2921 ‖
‖        75 |  55429 |               9929 |   2.883e-02 |           71.0291 ‖
‖        76 |  56238 |              10122 |   2.879e-02 |           70.5873 ‖
‖        77 |  57173 |              10204 |   2.869e-02 |           70.4674 ‖
‖        78 |  57877 |              10495 |   2.864e-02 |           70.1261 ‖
‖        79 |  58560 |              10815 |   2.860e-02 |           69.7110 ‖
‖        80 |  59226 |              11138 |   2.853e-02 |           69.6791 ‖
‖        81 |  59758 |              11588 |   2.854e-02 |           69.5092 ‖
‖        82 |  60279 |              12041 |   2.852e-02 |           69.4564 ‖
‖        83 |  60748 |              12549 |   2.849e-02 |           69.2594 ‖
‖        84 |  61001 |              13251 |   2.851e-02 |           68.6459 ‖
‖        85 |  61402 |              13802 |   2.850e-02 |           68.3373 ‖
‖        86 |  62003 |              14178 |   2.846e-02 |           68.1658 ‖
‖        87 |  62697 |              14479 |   2.845e-02 |           67.9244 ‖
‖        88 |  63509 |              14667 |   2.838e-02 |           67.8301 ‖
‖        89 |  64305 |              14867 |   2.832e-02 |           67.7908 ‖
‖        90 |  65067 |              15110 |   2.829e-02 |           67.7503 ‖
‖        91 |  65822 |              15345 |   2.823e-02 |           67.7231 ‖
‖        92 |  66449 |              15701 |   2.819e-02 |           67.4791 ‖
‖        93 |  66982 |              16145 |   2.819e-02 |           67.2664 ‖
‖        94 |  67461 |              16634 |   2.815e-02 |           67.2236 ‖
‖        95 |  67721 |              17332 |   2.816e-02 |           67.0544 ‖
‖        96 |  68184 |              17820 |   2.818e-02 |           66.9080 ‖
‖        97 |  68920 |              18084 |   2.811e-02 |           66.8886 ‖
‖        98 |  69794 |              18205 |   2.807e-02 |           66.8673 ‖
‖        99 |  70626 |              18376 |   2.805e-02 |           66.7769 ‖
‖       100 |  71402 |              18596 |   2.796e-02 |           66.7617 ‖
‖       101 |  72038 |              18943 |   2.796e-02 |           66.6941 ‖
‖       102 |  72551 |              19401 |   2.798e-02 |           66.6847 ‖
‖       103 |  72943 |              19968 |   2.794e-02 |           66.6744 ‖
‖       104 |  73353 |              20493 |   2.794e-02 |           66.5231 ‖
‖       105 |  73981 |              20841 |   2.794e-02 |           66.4463 ‖
‖       106 |  74651 |              21150 |   2.786e-02 |           66.4416 ‖
‖       107 |  75283 |              21493 |   2.785e-02 |           66.3919 ‖
‖       108 |  75828 |              21909 |   2.786e-02 |           66.3858 ‖
‖       109 |  76292 |              22412 |   2.781e-02 |           66.3858 ‖
‖       110 |  76715 |              22927 |   2.782e-02 |           66.1227 ‖
‖       111 |  77191 |              23417 |   2.785e-02 |           65.9796 ‖
‖       112 |  77551 |              24017 |   2.781e-02 |           65.9769 ‖
‖       113 |  77931 |              24569 |   2.782e-02 |           65.8905 ‖
‖       114 |  78332 |              25108 |   2.785e-02 |           65.8335 ‖
‖       115 |  78575 |              25822 |   2.783e-02 |           65.8208 ‖
‖       116 |  78876 |              26407 |   2.786e-02 |           65.7544 ‖
‖       117 |  79331 |              26906 |   2.790e-02 |           65.7213 ‖
‖       118 |  79593 |              27601 |   2.789e-02 |           65.7085 ‖
‖       119 |  79929 |              28160 |   2.793e-02 |           65.6746 ‖
‖       120 |  80424 |              28615 |   2.797e-02 |           65.6490 ‖
‖       121 |  80682 |              29303 |   2.799e-02 |           65.6013 ‖
‖       122 |  80907 |              29984 |   2.804e-02 |           65.4729 ‖
‖       123 |  81164 |              30669 |   2.807e-02 |           65.4307 ‖
‖       124 |  81531 |              31219 |   2.811e-02 |           65.2014 ‖
‖       125 |  82105 |              31600 |   2.814e-02 |           65.0719 ‖
‖       126 |  82935 |              31756 |   2.815e-02 |           65.0365 ‖
‖       127 |  83862 |              31838 |   2.815e-02 |           64.9946 ‖
‖       128 |  84694 |              32000 |   2.814e-02 |           64.8587 ‖
‖       129 |  85588 |              32113 |   2.812e-02 |           64.7459 ‖
‖       130 |  86477 |              32240 |   2.810e-02 |           64.5866 ‖
‖       131 |  87358 |              32378 |   2.807e-02 |           64.5266 ‖
‖       132 |  88301 |              32445 |   2.804e-02 |           64.5189 ‖
‖       133 |  89129 |              32633 |   2.802e-02 |           64.4611 ‖
‖       134 |  89887 |              32886 |   2.799e-02 |           64.3868 ‖
‖       135 |  90620 |              33134 |   2.797e-02 |           64.3534 ‖
‖       136 |  91271 |              33467 |   2.795e-02 |           64.2930 ‖
‖       137 |  91928 |              33793 |   2.793e-02 |           64.2908 ‖
‖       138 |  92426 |              34273 |   2.792e-02 |           64.1922 ‖
‖       139 |  93032 |              34641 |   2.792e-02 |           64.1242 ‖
‖       140 |  93806 |              34867 |   2.788e-02 |           64.1207 ‖
‖       141 |  94435 |              35207 |   2.786e-02 |           64.0711 ‖
‖       142 |  94927 |              35702 |   2.785e-02 |           63.8715 ‖
‖       143 |  95372 |              36198 |   2.783e-02 |           63.8442 ‖
‖       144 |  95532 |              36970 |   2.784e-02 |           63.5614 ‖
‖       145 |  95973 |              37490 |   2.784e-02 |           63.4700 ‖
‖       146 |  96472 |              37974 |   2.783e-02 |           63.4321 ‖
‖       147 |  97065 |              38346 |   2.782e-02 |           63.3270 ‖
‖       148 |  97784 |              38633 |   2.779e-02 |           63.2816 ‖
‖       149 |  98371 |              39010 |   2.778e-02 |           63.1262 ‖
‖       150 |  99018 |              39353 |   2.776e-02 |           62.8415 ‖
‖       151 |  99746 |              39609 |   2.772e-02 |           62.8407 ‖
‖       152 | 100331 |              39987 |   2.772e-02 |           62.7848 ‖
‖       153 | 100925 |              40375 |   2.769e-02 |           62.7185 ‖
‖       154 | 101484 |              40788 |   2.767e-02 |           62.7151 ‖
‖       155 | 102086 |              41141 |   2.767e-02 |           62.6901 ‖
‖       156 | 102557 |              41641 |   2.766e-02 |           62.5797 ‖
‖       157 | 102959 |              42179 |   2.764e-02 |           62.5151 ‖
‖       158 | 103380 |              42683 |   2.764e-02 |           62.4404 ‖
‖       159 | 103680 |              43345 |   2.763e-02 |           62.4405 ‖
‖       160 | 103865 |              44055 |   2.762e-02 |           62.3414 ‖
‖       161 | 104159 |              44685 |   2.764e-02 |           62.1987 ‖
‖       162 | 104426 |              45393 |   2.763e-02 |           62.1986 ‖
‖       163 | 104687 |              46056 |   2.763e-02 |           62.1837 ‖
‖       164 | 105085 |              46610 |   2.764e-02 |           62.1630 ‖
‖       165 | 105237 |              47411 |   2.764e-02 |           62.1239 ‖
‖       166 | 105543 |              48023 |   2.767e-02 |           62.0623 ‖
‖       167 | 105947 |              48565 |   2.768e-02 |           62.0360 ‖
‖       168 | 106221 |              49232 |   2.768e-02 |           61.9139 ‖
‖       169 | 106733 |              49675 |   2.768e-02 |           61.8995 ‖
‖       170 | 107359 |              50021 |   2.768e-02 |           61.8982 ‖
‖       171 | 108055 |              50303 |   2.768e-02 |           61.8937 ‖
‖       172 | 108890 |              50464 |   2.768e-02 |           61.8836 ‖
‖       173 | 109683 |              50668 |   2.766e-02 |           61.8587 ‖
‖       174 | 110273 |              51064 |   2.765e-02 |           61.8205 ‖
‖       175 | 110814 |              51488 |   2.765e-02 |           61.7054 ‖
‖       176 | 111416 |              51873 |   2.765e-02 |           61.5523 ‖
‖       177 | 112048 |              52214 |   2.764e-02 |           61.4957 ‖
‖       178 | 112635 |              52605 |   2.762e-02 |           61.4780 ‖
‖       179 | 113141 |              53074 |   2.759e-02 |           61.4781 ‖
‖       180 | 113427 |              53735 |   2.759e-02 |           61.4010 ‖
‖       181 | 113873 |              54248 |   2.760e-02 |           61.3205 ‖
‖       182 | 114476 |              54628 |   2.758e-02 |           61.2574 ‖
‖       183 | 115036 |              55032 |   2.757e-02 |           61.0607 ‖
‖       184 | 115609 |              55435 |   2.756e-02 |           60.8447 ‖
‖       185 | 116202 |              55832 |   2.753e-02 |           60.7550 ‖
‖       186 | 116745 |              56245 |   2.750e-02 |           60.7006 ‖
‖       187 | 117106 |              56842 |   2.748e-02 |           60.7007 ‖
‖       188 | 117323 |              57548 |   2.748e-02 |           60.5335 ‖
‖       189 | 117609 |              58196 |   2.748e-02 |           60.4163 ‖
‖       190 | 118026 |              58749 |   2.746e-02 |           60.3578 ‖
‖       191 | 118375 |              59338 |   2.746e-02 |           60.0274 ‖
‖       192 | 118972 |              59730 |   2.744e-02 |           59.9438 ‖
‖       193 | 119421 |              60247 |   2.742e-02 |           59.9165 ‖
‖       194 | 120034 |              60603 |   2.739e-02 |           59.9165 ‖
‖       195 | 120371 |              61242 |   2.738e-02 |           59.9038 ‖
‖       196 | 120653 |              61907 |   2.740e-02 |           59.8438 ‖
‖       197 | 120955 |              62542 |   2.741e-02 |           59.6739 ‖
‖       198 | 121431 |              63006 |   2.742e-02 |           59.6268 ‖
‖       199 | 121998 |              63400 |   2.741e-02 |           59.5041 ‖
‖       200 | 122720 |              63663 |   2.738e-02 |           59.3992 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.049 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2067.vnnlib: unknown
--- Verification time: 20.0638 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (855/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1119.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1119.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1119.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.802e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1119.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (856/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6889.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6889.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6889.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.767e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6889.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (857/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3179.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3179.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3179.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.884e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.796e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.706e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.617e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.541e-02 |           99.9999 ‖
‖         6 |     31 |                  1 |   3.433e-02 |           92.3249 ‖
‖         7 |     54 |                  8 |   3.350e-02 |           78.5231 ‖
‖         8 |     86 |                 27 |   3.280e-02 |           62.6809 ‖
‖         9 |    127 |                 69 |   3.159e-02 |           44.3947 ‖
‖        10 |    174 |                142 |   3.088e-02 |           29.3480 ‖
‖        11 |    215 |                258 |   3.063e-02 |           18.9253 ‖
‖        12 |    264 |                409 |   2.991e-02 |           11.3723 ‖
‖        13 |    281 |                637 |   2.861e-02 |            5.5349 ‖
‖        14 |    250 |                909 |   2.802e-02 |            2.5492 ‖
‖        15 |    236 |               1146 |   2.785e-02 |            1.2052 ‖
‖        16 |    207 |               1385 |   2.722e-02 |            0.5220 ‖
‖        17 |    157 |               1617 |   2.611e-02 |            0.1815 ‖
‖        18 |     93 |               1807 |   2.525e-02 |            0.0521 ‖
‖        19 |     46 |               1929 |   2.328e-02 |            0.0113 ‖
‖        20 |     21 |               1985 |   2.227e-02 |            0.0022 ‖
‖        21 |      9 |               2012 |   2.423e-02 |            0.0005 ‖
‖        22 |      6 |               2022 |   2.099e-02 |            0.0001 ‖
‖        23 |      2 |               2029 |   1.611e-02 |            0.0000 ‖
‖        24 |      1 |               2031 |   2.333e-02 |            0.0000 ‖
‖        25 |      0 |               2033 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.864 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3179.vnnlib: unsat
--- Verification time: 0.8743 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (858/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4005.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4005.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4005.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.100e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4005.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (859/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1442.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1442.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1442.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.472e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1442.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (860/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7658.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7658.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7658.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.464e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.383e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   5.216e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   5.117e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   5.013e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.901e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.793e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.661e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.554e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.467e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.372e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.270e-02 |          100.0001 ‖
‖        13 |   3072 |                  0 |   4.218e-02 |          100.0002 ‖
‖        14 |   4096 |                  0 |   4.186e-02 |          100.0002 ‖
‖        15 |   5120 |                  0 |   4.157e-02 |          100.0002 ‖
‖        16 |   6144 |                  0 |   4.123e-02 |          100.0002 ‖
‖        17 |   7168 |                  0 |   4.094e-02 |          100.0002 ‖
‖        18 |   8192 |                  0 |   4.068e-02 |          100.0002 ‖
‖        19 |   9216 |                  0 |   4.042e-02 |          100.0002 ‖
‖        20 |  10240 |                  0 |   4.017e-02 |          100.0002 ‖
‖        21 |  11264 |                  0 |   3.987e-02 |           99.9998 ‖
‖        22 |  12288 |                  0 |   3.964e-02 |           99.9998 ‖
‖        23 |  13312 |                  0 |   3.941e-02 |           99.9997 ‖
‖        24 |  14336 |                  0 |   3.912e-02 |           99.9997 ‖
‖        25 |  15360 |                  0 |   3.886e-02 |           99.9997 ‖
‖        26 |  16384 |                  0 |   3.861e-02 |           99.9999 ‖
‖        27 |  17408 |                  0 |   3.832e-02 |           99.9997 ‖
‖        28 |  18432 |                  0 |   3.809e-02 |           99.9998 ‖
‖        29 |  19456 |                  0 |   3.787e-02 |           99.9998 ‖
‖        30 |  20480 |                  0 |   3.758e-02 |          100.0002 ‖
‖        31 |  21504 |                  0 |   3.747e-02 |          100.0000 ‖
‖        32 |  22528 |                  0 |   3.738e-02 |          100.0001 ‖
‖        33 |  23552 |                  0 |   3.724e-02 |          100.0003 ‖
‖        34 |  24576 |                  0 |   3.720e-02 |          100.0001 ‖
‖        35 |  25600 |                  0 |   3.716e-02 |          100.0001 ‖
‖        36 |  26624 |                  0 |   3.702e-02 |           99.9998 ‖
‖        37 |  27648 |                  0 |   3.698e-02 |           99.9995 ‖
‖        38 |  28672 |                  0 |   3.693e-02 |           99.9990 ‖
‖        39 |  29696 |                  0 |   3.677e-02 |           99.9988 ‖
‖        40 |  30720 |                  0 |   3.667e-02 |           99.9989 ‖
‖        41 |  31744 |                  0 |   3.659e-02 |           99.9990 ‖
‖        42 |  32768 |                  0 |   3.647e-02 |           99.9994 ‖
‖        43 |  33792 |                  0 |   3.641e-02 |           99.9988 ‖
‖        44 |  34816 |                  0 |   3.634e-02 |           99.9990 ‖
‖        45 |  35840 |                  0 |   3.617e-02 |           99.9992 ‖
‖        46 |  36864 |                  0 |   3.612e-02 |           99.9992 ‖
‖        47 |  37888 |                  0 |   3.604e-02 |           99.9992 ‖
‖        48 |  38912 |                  0 |   3.590e-02 |           99.9988 ‖
‖        49 |  39936 |                  0 |   3.580e-02 |           99.9987 ‖
‖        50 |  40960 |                  0 |   3.572e-02 |           99.9987 ‖
‖        51 |  41984 |                  0 |   3.560e-02 |           99.9986 ‖
‖        52 |  43008 |                  0 |   3.555e-02 |           99.9983 ‖
‖        53 |  44032 |                  0 |   3.549e-02 |           99.9983 ‖
‖        54 |  45056 |                  0 |   3.533e-02 |           99.9986 ‖
‖        55 |  46080 |                  0 |   3.528e-02 |           99.9986 ‖
‖        56 |  47104 |                  0 |   3.523e-02 |           99.9987 ‖
‖        57 |  48128 |                  0 |   3.508e-02 |           99.9985 ‖
‖        58 |  49152 |                  0 |   3.495e-02 |           99.9985 ‖
‖        59 |  50176 |                  0 |   3.488e-02 |           99.9989 ‖
‖        60 |  51200 |                  0 |   3.484e-02 |           99.9993 ‖
‖        61 |  52224 |                  0 |   3.484e-02 |           99.9994 ‖
‖        62 |  53248 |                  0 |   3.485e-02 |           99.9991 ‖
‖        63 |  54272 |                  0 |   3.477e-02 |           99.9995 ‖
‖        64 |  55296 |                  0 |   3.478e-02 |           99.9995 ‖
‖        65 |  56320 |                  0 |   3.478e-02 |           99.9989 ‖
‖        66 |  57344 |                  0 |   3.468e-02 |           99.9991 ‖
‖        67 |  58368 |                  0 |   3.458e-02 |           99.9993 ‖
‖        68 |  59392 |                  0 |   3.451e-02 |           99.9994 ‖
‖        69 |  60416 |                  0 |   3.448e-02 |           99.9996 ‖
‖        70 |  61440 |                  0 |   3.442e-02 |           99.9996 ‖
‖        71 |  62464 |                  0 |   3.439e-02 |           99.9997 ‖
‖        72 |  63488 |                  0 |   3.435e-02 |           99.9994 ‖
‖        73 |  64512 |                  0 |   3.427e-02 |           99.9993 ‖
‖        74 |  65536 |                  0 |   3.425e-02 |           99.9989 ‖
‖        75 |  66560 |                  0 |   3.420e-02 |           99.9988 ‖
‖        76 |  67584 |                  0 |   3.413e-02 |           99.9988 ‖
‖        77 |  68608 |                  0 |   3.410e-02 |           99.9986 ‖
‖        78 |  69632 |                  0 |   3.406e-02 |           99.9986 ‖
‖        79 |  70653 |                  3 |   3.406e-02 |           99.9978 ‖
‖        80 |  71677 |                  3 |   3.406e-02 |           99.9981 ‖
‖        81 |  72700 |                  4 |   3.403e-02 |           99.9980 ‖
‖        82 |  73723 |                  5 |   3.400e-02 |           99.9979 ‖
‖        83 |  74747 |                  5 |   3.396e-02 |           99.9976 ‖
‖        84 |  75771 |                  5 |   3.387e-02 |           99.9975 ‖
‖        85 |  76795 |                  5 |   3.374e-02 |           99.9975 ‖
‖        86 |  77819 |                  5 |   3.363e-02 |           99.9973 ‖
‖        87 |  78843 |                  5 |   3.352e-02 |           99.9972 ‖
‖        88 |  79867 |                  5 |   3.343e-02 |           99.9968 ‖
‖        89 |  80891 |                  5 |   3.335e-02 |           99.9947 ‖
‖        90 |  81915 |                  5 |   3.323e-02 |           99.9948 ‖
‖        91 |  82934 |                 10 |   3.315e-02 |           99.9945 ‖
‖        92 |  83923 |                 44 |   3.307e-02 |           99.9950 ‖
‖        93 |  84872 |                109 |   3.297e-02 |           99.9950 ‖
‖        94 |  85861 |                130 |   3.285e-02 |           99.9952 ‖
‖        95 |  86878 |                137 |   3.274e-02 |           99.9955 ‖
‖        96 |  87894 |                142 |   3.263e-02 |           99.9957 ‖
‖        97 |  88918 |                142 |   3.251e-02 |           99.9960 ‖
‖        98 |  89942 |                142 |   3.241e-02 |          100.0001 ‖
‖        99 |  90966 |                142 |   3.231e-02 |          100.0000 ‖
‖       100 |  91990 |                142 |   3.219e-02 |          100.0000 ‖
‖       101 |  93014 |                142 |   3.211e-02 |          100.0001 ‖
‖       102 |  94038 |                142 |   3.202e-02 |          100.0001 ‖
‖       103 |  95062 |                142 |   3.189e-02 |          100.0000 ‖
‖       104 |  96086 |                142 |   3.181e-02 |          100.0000 ‖
‖       105 |  97110 |                142 |   3.170e-02 |          100.0000 ‖
‖       106 |  98134 |                142 |   3.162e-02 |          100.0000 ‖
‖       107 |  99158 |                142 |   3.154e-02 |           99.9999 ‖
‖       108 | 100182 |                142 |   3.143e-02 |          100.0000 ‖
‖       109 | 101184 |                164 |   3.133e-02 |          100.0001 ‖
‖       110 | 102149 |                215 |   3.127e-02 |          100.0000 ‖
‖       111 | 103105 |                277 |   3.119e-02 |           99.9999 ‖
‖       112 | 104053 |                345 |   3.109e-02 |          100.0000 ‖
‖       113 | 104976 |                441 |   3.100e-02 |          100.0001 ‖
‖       114 | 105858 |                572 |   3.092e-02 |          100.0000 ‖
‖       115 | 106693 |                741 |   3.087e-02 |          100.0000 ‖
‖       116 | 107495 |                938 |   3.084e-02 |          100.0000 ‖
‖       117 | 108199 |               1226 |   3.082e-02 |          100.0000 ‖
‖       118 | 108920 |               1495 |   3.077e-02 |          100.0000 ‖
‖       119 | 109580 |               1820 |   3.077e-02 |          100.0000 ‖
‖       120 | 110227 |               2153 |   3.076e-02 |          100.0000 ‖
‖       121 | 110872 |               2478 |   3.072e-02 |          100.0000 ‖
‖       122 | 111421 |               2894 |   3.072e-02 |          100.0000 ‖
‖       123 | 111850 |               3401 |   3.073e-02 |          100.0000 ‖
‖       124 | 112320 |               3863 |   3.074e-02 |          100.0000 ‖
‖       125 | 112978 |               4177 |   3.077e-02 |          100.0000 ‖
‖       126 | 113719 |               4426 |   3.080e-02 |          100.0000 ‖
‖       127 | 114491 |               4640 |   3.081e-02 |           99.9999 ‖
‖       128 | 115375 |               4763 |   3.084e-02 |          100.0000 ‖
‖       129 | 116321 |               4826 |   3.086e-02 |          100.0001 ‖
‖       130 | 117289 |               4878 |   3.085e-02 |          100.0000 ‖
‖       131 | 118272 |               4915 |   3.086e-02 |          100.0000 ‖
‖       132 | 119242 |               4957 |   3.086e-02 |          100.0000 ‖
‖       133 | 120232 |               4987 |   3.088e-02 |          100.0001 ‖
‖       134 | 121217 |               5021 |   3.090e-02 |          100.0000 ‖
‖       135 | 122213 |               5044 |   3.087e-02 |          100.0000 ‖
‖       136 | 123219 |               5059 |   3.089e-02 |           99.9999 ‖
‖       137 | 124228 |               5072 |   3.090e-02 |          100.0000 ‖
‖       138 | 125245 |               5078 |   3.087e-02 |          100.0000 ‖
‖       139 | 126267 |               5080 |   3.083e-02 |          100.0001 ‖
‖       140 | 127285 |               5085 |   3.080e-02 |          100.0000 ‖
‖       141 | 128307 |               5087 |   3.078e-02 |          100.0000 ‖
‖       142 | 129328 |               5090 |   3.080e-02 |           99.9999 ‖
‖       143 | 130350 |               5092 |   3.081e-02 |          100.0000 ‖
‖       144 | 131374 |               5092 |   3.078e-02 |          100.0001 ‖
‖       145 | 132398 |               5092 |   3.079e-02 |          100.0001 ‖
‖       146 | 133422 |               5092 |   3.079e-02 |          100.0000 ‖
‖       147 | 134446 |               5092 |   3.077e-02 |           99.9999 ‖
‖       148 | 135470 |               5092 |   3.074e-02 |          100.0000 ‖
‖       149 | 136494 |               5092 |   3.070e-02 |          100.0001 ‖
‖       150 | 137518 |               5092 |   3.067e-02 |          100.0000 ‖
‖       151 | 138542 |               5092 |   3.063e-02 |          100.0000 ‖
‖       152 | 139566 |               5092 |   3.060e-02 |          100.0000 ‖
‖       153 | 140590 |               5092 |   3.058e-02 |          100.0000 ‖
‖       154 | 141614 |               5092 |   3.054e-02 |          100.0000 ‖
‖       155 | 142638 |               5092 |   3.052e-02 |          100.0000 ‖
‖       156 | 143662 |               5092 |   3.050e-02 |          100.0000 ‖
‖       157 | 144686 |               5092 |   3.046e-02 |          100.0000 ‖
‖       158 | 145710 |               5092 |   3.044e-02 |          100.0000 ‖
‖       159 | 146734 |               5092 |   3.042e-02 |          100.0000 ‖
‖       160 | 147758 |               5092 |   3.041e-02 |          100.0000 ‖
‖       161 | 148782 |               5092 |   3.040e-02 |          100.0001 ‖
‖       162 | 149806 |               5092 |   3.037e-02 |          100.0000 ‖
‖       163 | 150830 |               5092 |   3.034e-02 |           99.9999 ‖
‖       164 | 151854 |               5092 |   3.033e-02 |          100.0000 ‖
‖       165 | 152878 |               5092 |   3.030e-02 |          100.0000 ‖
‖       166 | 153902 |               5092 |   3.026e-02 |          100.0000 ‖
‖       167 | 154926 |               5092 |   3.020e-02 |          100.0001 ‖
‖       168 | 155950 |               5092 |   3.017e-02 |          100.0000 ‖
‖       168 | 154926 |               5092 |   3.019e-02 |           98.8404 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 11.732 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7658.vnnlib: sat
--- Verification time: 11.7460 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (861/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3856.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3856.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3856.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.737e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.648e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.544e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.479e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.398e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.298e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.165e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.079e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.987e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.896e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.817e-02 |          100.0000 ‖
‖        12 |   2047 |                  1 |   3.754e-02 |           99.9199 ‖
‖        13 |   3061 |                 11 |   3.702e-02 |           99.5409 ‖
‖        14 |   4085 |                 11 |   3.660e-02 |           99.5406 ‖
‖        15 |   5107 |                 12 |   3.626e-02 |           99.5401 ‖
‖        16 |   6074 |                 68 |   3.593e-02 |           98.5563 ‖
‖        17 |   7096 |                 69 |   3.568e-02 |           98.5547 ‖
‖        18 |   8118 |                 70 |   3.543e-02 |           98.5551 ‖
‖        19 |   9142 |                 70 |   3.523e-02 |           98.5557 ‖
‖        20 |  10166 |                 70 |   3.501e-02 |           98.5556 ‖
‖        21 |  11190 |                 70 |   3.474e-02 |           98.5550 ‖
‖        22 |  12214 |                 70 |   3.453e-02 |           98.5550 ‖
‖        23 |  13238 |                 70 |   3.432e-02 |           98.5555 ‖
‖        24 |  14246 |                 84 |   3.407e-02 |           98.4953 ‖
‖        25 |  15057 |                296 |   3.381e-02 |           96.7803 ‖
‖        26 |  16032 |                337 |   3.360e-02 |           96.4779 ‖
‖        27 |  17050 |                343 |   3.337e-02 |           96.4236 ‖
‖        28 |  18070 |                347 |   3.319e-02 |           96.3293 ‖
‖        29 |  19094 |                347 |   3.301e-02 |           96.3287 ‖
‖        30 |  20117 |                348 |   3.279e-02 |           96.3201 ‖
‖        31 |  21141 |                348 |   3.261e-02 |           96.3203 ‖
‖        32 |  22165 |                348 |   3.243e-02 |           96.3203 ‖
‖        33 |  23189 |                348 |   3.222e-02 |           96.3141 ‖
‖        34 |  24213 |                348 |   3.206e-02 |           96.3137 ‖
‖        35 |  25237 |                348 |   3.190e-02 |           96.3139 ‖
‖        36 |  26261 |                348 |   3.169e-02 |           96.3138 ‖
‖        37 |  27285 |                348 |   3.155e-02 |           96.3147 ‖
‖        38 |  28309 |                348 |   3.140e-02 |           96.3155 ‖
‖        39 |  29333 |                348 |   3.120e-02 |           96.3157 ‖
‖        40 |  30357 |                348 |   3.105e-02 |           96.3156 ‖
‖        41 |  31381 |                348 |   3.089e-02 |           96.3157 ‖
‖        42 |  32405 |                348 |   3.070e-02 |           96.3154 ‖
‖        43 |  33429 |                348 |   3.058e-02 |           96.3154 ‖
‖        44 |  34453 |                348 |   3.044e-02 |           96.3150 ‖
‖        45 |  35477 |                348 |   3.025e-02 |           96.3148 ‖
‖        46 |  36501 |                348 |   3.014e-02 |           96.3147 ‖
‖        47 |  37525 |                348 |   3.001e-02 |           96.3153 ‖
‖        48 |  38535 |                362 |   2.982e-02 |           96.2796 ‖
‖        49 |  39559 |                362 |   2.970e-02 |           96.2796 ‖
‖        50 |  40583 |                362 |   2.956e-02 |           96.2796 ‖
‖        51 |  41523 |                439 |   2.938e-02 |           96.0234 ‖
‖        52 |  42158 |                827 |   2.921e-02 |           94.6470 ‖
‖        53 |  43005 |                967 |   2.903e-02 |           94.3245 ‖
‖        54 |  43901 |               1095 |   2.886e-02 |           93.7636 ‖
‖        55 |  44816 |               1204 |   2.873e-02 |           93.2799 ‖
‖        56 |  45809 |               1223 |   2.856e-02 |           93.2798 ‖
‖        57 |  46715 |               1337 |   2.844e-02 |           93.1606 ‖
‖        58 |  47518 |               1545 |   2.838e-02 |           93.1604 ‖
‖        59 |  48147 |               1891 |   2.833e-02 |           93.1601 ‖
‖        60 |  48664 |               2334 |   2.832e-02 |           92.7711 ‖
‖        61 |  49264 |               2695 |   2.835e-02 |           92.5056 ‖
‖        62 |  49936 |               3000 |   2.833e-02 |           92.4968 ‖
‖        63 |  50646 |               3270 |   2.834e-02 |           92.4293 ‖
‖        64 |  51388 |               3523 |   2.837e-02 |           92.4276 ‖
‖        65 |  52149 |               3760 |   2.833e-02 |           92.4279 ‖
‖        66 |  52919 |               3986 |   2.832e-02 |           92.3887 ‖
‖        67 |  53721 |               4181 |   2.832e-02 |           92.3893 ‖
‖        68 |  54565 |               4340 |   2.827e-02 |           92.3896 ‖
‖        69 |  55441 |               4467 |   2.826e-02 |           92.3897 ‖
‖        70 |  56337 |               4585 |   2.826e-02 |           92.3901 ‖
‖        71 |  57267 |               4665 |   2.819e-02 |           92.3900 ‖
‖        72 |  58225 |               4723 |   2.816e-02 |           92.3900 ‖
‖        73 |  59216 |               4749 |   2.814e-02 |           92.3903 ‖
‖        74 |  60220 |               4766 |   2.804e-02 |           92.3904 ‖
‖        75 |  61216 |               4793 |   2.798e-02 |           92.3025 ‖
‖        76 |  62236 |               4796 |   2.793e-02 |           92.3028 ‖
‖        77 |  63258 |               4798 |   2.783e-02 |           92.3029 ‖
‖        78 |  64257 |               4822 |   2.777e-02 |           92.1586 ‖
‖        79 |  65271 |               4832 |   2.774e-02 |           92.1250 ‖
‖        80 |  66291 |               4836 |   2.764e-02 |           92.1248 ‖
‖        81 |  67300 |               4849 |   2.758e-02 |           92.1113 ‖
‖        82 |  68285 |               4879 |   2.756e-02 |           92.1104 ‖
‖        83 |  69220 |               4957 |   2.746e-02 |           92.1105 ‖
‖        84 |  70067 |               5117 |   2.741e-02 |           92.1096 ‖
‖        85 |  70836 |               5344 |   2.739e-02 |           92.1097 ‖
‖        86 |  71457 |               5704 |   2.734e-02 |           92.1098 ‖
‖        87 |  71937 |               6206 |   2.735e-02 |           92.1024 ‖
‖        88 |  72456 |               6642 |   2.740e-02 |           92.1020 ‖
‖        89 |  73069 |               6986 |   2.739e-02 |           92.1020 ‖
‖        90 |  73933 |               7110 |   2.738e-02 |           92.1009 ‖
‖        91 |  74903 |               7152 |   2.738e-02 |           92.1004 ‖
‖        92 |  75914 |               7164 |   2.730e-02 |           92.1003 ‖
‖        93 |  76936 |               7166 |   2.725e-02 |           92.1000 ‖
‖        94 |  77960 |               7166 |   2.721e-02 |           92.0995 ‖
‖        95 |  78984 |               7166 |   2.712e-02 |           92.0993 ‖
‖        96 |  80008 |               7166 |   2.708e-02 |           92.0993 ‖
‖        97 |  81032 |               7166 |   2.706e-02 |           92.0986 ‖
‖        98 |  82056 |               7166 |   2.698e-02 |           92.0981 ‖
‖        99 |  83080 |               7166 |   2.693e-02 |           92.0981 ‖
‖       100 |  84100 |               7169 |   2.690e-02 |           92.0978 ‖
‖       101 |  85095 |               7197 |   2.682e-02 |           92.0978 ‖
‖       102 |  86078 |               7233 |   2.676e-02 |           92.0956 ‖
‖       103 |  87041 |               7290 |   2.672e-02 |           92.0953 ‖
‖       104 |  87942 |               7405 |   2.664e-02 |           92.0953 ‖
‖       105 |  88680 |               7665 |   2.662e-02 |           92.0952 ‖
‖       106 |  89269 |               8070 |   2.664e-02 |           92.0935 ‖
‖       107 |  89785 |               8520 |   2.662e-02 |           92.0934 ‖
‖       108 |  90555 |               8724 |   2.661e-02 |           92.0934 ‖
‖       109 |  91474 |               8812 |   2.661e-02 |           92.0935 ‖
‖       110 |  92461 |               8842 |   2.654e-02 |           92.0934 ‖
‖       111 |  93468 |               8857 |   2.649e-02 |           92.0936 ‖
‖       112 |  94490 |               8859 |   2.645e-02 |           92.0935 ‖
‖       113 |  95509 |               8862 |   2.637e-02 |           92.0934 ‖
‖       114 |  96521 |               8874 |   2.633e-02 |           92.0935 ‖
‖       115 |  97516 |               8899 |   2.632e-02 |           92.0935 ‖
‖       116 |  98478 |               8951 |   2.625e-02 |           92.0934 ‖
‖       117 |  99414 |               9029 |   2.621e-02 |           92.0935 ‖
‖       118 | 100262 |               9188 |   2.621e-02 |           92.0935 ‖
‖       119 | 100991 |               9459 |   2.615e-02 |           92.0935 ‖
‖       120 | 101637 |               9809 |   2.613e-02 |           92.0812 ‖
‖       121 | 102328 |              10114 |   2.611e-02 |           92.0811 ‖
‖       122 | 103094 |              10339 |   2.606e-02 |           92.0812 ‖
‖       123 | 103947 |              10486 |   2.604e-02 |           92.0813 ‖
‖       124 | 104912 |              10540 |   2.602e-02 |           92.0813 ‖
‖       125 | 105889 |              10585 |   2.595e-02 |           92.0813 ‖
‖       126 | 106876 |              10620 |   2.591e-02 |           92.0813 ‖
‖       127 | 107790 |              10722 |   2.590e-02 |           92.0812 ‖
‖       128 | 108534 |              10986 |   2.584e-02 |           92.0813 ‖
‖       129 | 109138 |              11365 |   2.580e-02 |           91.9417 ‖
‖       130 | 109892 |              11609 |   2.578e-02 |           91.9417 ‖
‖       131 | 110718 |              11791 |   2.571e-02 |           91.9417 ‖
‖       132 | 111194 |              12321 |   2.566e-02 |           91.2515 ‖
‖       133 | 111849 |              12625 |   2.559e-02 |           91.0863 ‖
‖       134 | 112530 |              12938 |   2.553e-02 |           90.8022 ‖
‖       135 | 113399 |              13083 |   2.550e-02 |           90.8022 ‖
‖       136 | 114244 |              13244 |   2.542e-02 |           90.8022 ‖
‖       137 | 114716 |              13747 |   2.538e-02 |           90.2524 ‖
‖       138 | 115514 |              13942 |   2.534e-02 |           90.2523 ‖
‖       139 | 116210 |              14230 |   2.528e-02 |           90.1259 ‖
‖       140 | 116614 |              14819 |   2.526e-02 |           89.5291 ‖
‖       141 | 117083 |              15285 |   2.523e-02 |           89.3766 ‖
‖       142 | 117688 |              15623 |   2.521e-02 |           89.3703 ‖
‖       143 | 118367 |              15909 |   2.520e-02 |           89.3703 ‖
‖       144 | 119022 |              16221 |   2.516e-02 |           89.3703 ‖
‖       145 | 119546 |              16670 |   2.512e-02 |           89.1659 ‖
‖       146 | 120176 |              16997 |   2.513e-02 |           89.1660 ‖
‖       147 | 120818 |              17326 |   2.509e-02 |           89.1660 ‖
‖       148 | 121442 |              17678 |   2.509e-02 |           89.1659 ‖
‖       149 | 122072 |              18022 |   2.510e-02 |           89.1660 ‖
‖       150 | 122471 |              18584 |   2.509e-02 |           89.1660 ‖
‖       151 | 123003 |              19011 |   2.510e-02 |           89.1659 ‖
‖       152 | 123423 |              19568 |   2.510e-02 |           89.1659 ‖
‖       153 | 123639 |              20299 |   2.511e-02 |           88.7194 ‖
‖       154 | 123889 |              20985 |   2.511e-02 |           88.6213 ‖
‖       155 | 124062 |              21755 |   2.513e-02 |           88.1220 ‖
‖       156 | 124322 |              22417 |   2.516e-02 |           87.8611 ‖
‖       157 | 124775 |              22915 |   2.518e-02 |           87.7678 ‖
‖       158 | 125391 |              23261 |   2.518e-02 |           87.7677 ‖
‖       159 | 126048 |              23589 |   2.520e-02 |           87.6493 ‖
‖       160 | 126714 |              23910 |   2.522e-02 |           87.4194 ‖
‖       161 | 127553 |              24078 |   2.521e-02 |           87.4062 ‖
‖       162 | 128401 |              24237 |   2.523e-02 |           87.2923 ‖
‖       163 | 129350 |              24302 |   2.525e-02 |           87.2865 ‖
‖       164 | 130319 |              24350 |   2.524e-02 |           87.2864 ‖
‖       165 | 131318 |              24371 |   2.522e-02 |           87.2864 ‖
‖       166 | 132288 |              24423 |   2.520e-02 |           87.2472 ‖
‖       167 | 133296 |              24436 |   2.520e-02 |           87.2473 ‖
‖       168 | 134281 |              24471 |   2.518e-02 |           87.2473 ‖
‖       169 | 135193 |              24576 |   2.517e-02 |           87.2473 ‖
‖       170 | 136057 |              24715 |   2.517e-02 |           87.2473 ‖
‖       171 | 136777 |              24989 |   2.516e-02 |           87.2473 ‖
‖       172 | 137436 |              25315 |   2.516e-02 |           87.2472 ‖
‖       173 | 138024 |              25720 |   2.515e-02 |           87.2473 ‖
‖       174 | 138537 |              26180 |   2.515e-02 |           87.2473 ‖
‖       175 | 139083 |              26600 |   2.518e-02 |           87.2472 ‖
‖       176 | 139583 |              27071 |   2.517e-02 |           87.2473 ‖
‖       177 | 140090 |              27531 |   2.519e-02 |           87.2472 ‖
‖       178 | 140681 |              27902 |   2.521e-02 |           87.2473 ‖
‖       179 | 141338 |              28212 |   2.520e-02 |           87.2472 ‖
‖       180 | 142113 |              28425 |   2.521e-02 |           87.2473 ‖
‖       181 | 142903 |              28640 |   2.519e-02 |           87.2473 ‖
‖       182 | 143720 |              28821 |   2.517e-02 |           87.2473 ‖
‖       183 | 144546 |              28992 |   2.518e-02 |           87.2473 ‖
‖       184 | 145410 |              29129 |   2.516e-02 |           87.2472 ‖
‖       185 | 146255 |              29284 |   2.514e-02 |           87.2473 ‖
‖       186 | 147031 |              29502 |   2.515e-02 |           87.2473 ‖
‖       187 | 147743 |              29777 |   2.516e-02 |           87.2473 ‖
‖       188 | 148381 |              30124 |   2.514e-02 |           87.2473 ‖
‖       189 | 148952 |              30516 |   2.514e-02 |           87.2473 ‖
‖       190 | 149465 |              30977 |   2.512e-02 |           87.2473 ‖
‖       191 | 149928 |              31491 |   2.511e-02 |           87.1490 ‖
‖       192 | 150440 |              31941 |   2.513e-02 |           87.1175 ‖
‖       193 | 151107 |              32265 |   2.511e-02 |           87.1175 ‖
‖       194 | 151815 |              32543 |   2.509e-02 |           87.1174 ‖
‖       195 | 152526 |              32815 |   2.510e-02 |           87.1175 ‖
‖       196 | 153208 |              33126 |   2.509e-02 |           87.1175 ‖
‖       197 | 153832 |              33477 |   2.508e-02 |           87.1175 ‖
‖       198 | 154421 |              33859 |   2.507e-02 |           87.1175 ‖
‖       199 | 154957 |              34300 |   2.505e-02 |           87.1175 ‖
‖       200 | 155338 |              34866 |   2.504e-02 |           86.9542 ‖
‖       201 | 155725 |              35442 |   2.506e-02 |           86.6908 ‖
‖       202 | 156265 |              35879 |   2.504e-02 |           86.6908 ‖
‖       203 | 156764 |              36347 |   2.503e-02 |           86.5639 ‖
‖       204 | 157328 |              36753 |   2.504e-02 |           86.3630 ‖
‖       205 | 157908 |              37161 |   2.504e-02 |           86.3452 ‖
‖       206 | 158452 |              37578 |   2.504e-02 |           86.3228 ‖
‖       207 | 158983 |              38009 |   2.502e-02 |           86.3228 ‖
‖       208 | 159424 |              38532 |   2.501e-02 |           86.3228 ‖
‖       209 | 159767 |              39129 |   2.501e-02 |           86.2371 ‖
‖       210 | 160266 |              39594 |   2.503e-02 |           86.1613 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.993 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3856.vnnlib: unknown
--- Verification time: 20.0099 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (862/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1009.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1009.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1009.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.959e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.724e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.648e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.530e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.354e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.204e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.045e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.984e-02 |           99.2187 ‖
‖         9 |    252 |                  3 |   3.928e-02 |           97.7604 ‖
‖        10 |    488 |                 18 |   3.842e-02 |           94.5066 ‖
‖        11 |    931 |                 60 |   3.751e-02 |           88.9183 ‖
‖        12 |   1743 |                162 |   3.672e-02 |           82.8822 ‖
‖        13 |   2539 |                375 |   3.616e-02 |           77.3669 ‖
‖        14 |   3500 |                431 |   3.578e-02 |           75.8729 ‖
‖        15 |   4304 |                642 |   3.537e-02 |           73.1145 ‖
‖        16 |   5096 |                859 |   3.504e-02 |           70.6814 ‖
‖        17 |   6094 |                873 |   3.476e-02 |           70.6344 ‖
‖        18 |   7034 |                957 |   3.446e-02 |           69.2199 ‖
‖        19 |   7986 |               1023 |   3.419e-02 |           68.4749 ‖
‖        20 |   8964 |               1056 |   3.390e-02 |           68.3395 ‖
‖        21 |   9704 |               1329 |   3.356e-02 |           66.4121 ‖
‖        22 |  10704 |               1346 |   3.329e-02 |           66.2985 ‖
‖        23 |  11597 |               1473 |   3.299e-02 |           65.4335 ‖
‖        24 |  12398 |               1685 |   3.267e-02 |           64.0607 ‖
‖        25 |  13264 |               1813 |   3.247e-02 |           63.8100 ‖
‖        26 |  14231 |               1867 |   3.241e-02 |           63.6916 ‖
‖        27 |  15254 |               1868 |   3.239e-02 |           63.6840 ‖
‖        28 |  16272 |               1871 |   3.227e-02 |           63.6843 ‖
‖        29 |  17158 |               2008 |   3.217e-02 |           62.6872 ‖
‖        30 |  18017 |               2162 |   3.208e-02 |           61.7591 ‖
‖        31 |  19005 |               2185 |   3.191e-02 |           61.7582 ‖
‖        32 |  19923 |               2291 |   3.180e-02 |           61.0887 ‖
‖        33 |  20832 |               2399 |   3.173e-02 |           60.6539 ‖
‖        34 |  21794 |               2452 |   3.157e-02 |           60.6520 ‖
‖        35 |  22743 |               2523 |   3.148e-02 |           60.6036 ‖
‖        36 |  23676 |               2612 |   3.143e-02 |           60.6029 ‖
‖        37 |  24641 |               2656 |   3.131e-02 |           60.6027 ‖
‖        38 |  25205 |               3111 |   3.117e-02 |           59.2844 ‖
‖        39 |  25857 |               3437 |   3.111e-02 |           58.7048 ‖
‖        40 |  26789 |               3518 |   3.098e-02 |           58.6360 ‖
‖        41 |  27660 |               3661 |   3.097e-02 |           58.2930 ‖
‖        42 |  28557 |               3780 |   3.097e-02 |           58.1940 ‖
‖        43 |  29517 |               3834 |   3.088e-02 |           58.1930 ‖
‖        44 |  30239 |               4128 |   3.086e-02 |           57.2878 ‖
‖        45 |  31202 |               4178 |   3.082e-02 |           57.2477 ‖
‖        46 |  32200 |               4202 |   3.071e-02 |           57.2458 ‖
‖        47 |  32913 |               4511 |   3.067e-02 |           56.3533 ‖
‖        48 |  33751 |               4690 |   3.060e-02 |           56.1191 ‖
‖        49 |  34584 |               4873 |   3.052e-02 |           55.9796 ‖
‖        50 |  35486 |               4987 |   3.049e-02 |           55.9166 ‖
‖        51 |  36220 |               5259 |   3.043e-02 |           55.9116 ‖
‖        52 |  36887 |               5589 |   3.042e-02 |           55.5892 ‖
‖        53 |  37592 |               5886 |   3.042e-02 |           55.4605 ‖
‖        54 |  38328 |               6161 |   3.042e-02 |           55.3426 ‖
‖        55 |  39241 |               6263 |   3.044e-02 |           55.2773 ‖
‖        56 |  40158 |               6366 |   3.042e-02 |           55.2649 ‖
‖        57 |  41085 |               6461 |   3.038e-02 |           55.2590 ‖
‖        58 |  41945 |               6621 |   3.035e-02 |           55.2529 ‖
‖        59 |  42861 |               6718 |   3.031e-02 |           55.2095 ‖
‖        60 |  43742 |               6855 |   3.027e-02 |           54.8972 ‖
‖        61 |  44446 |               7167 |   3.025e-02 |           54.1015 ‖
‖        62 |  45272 |               7343 |   3.019e-02 |           54.0006 ‖
‖        63 |  46067 |               7564 |   3.016e-02 |           53.5417 ‖
‖        64 |  46715 |               7923 |   3.014e-02 |           53.0251 ‖
‖        65 |  47425 |               8220 |   3.010e-02 |           52.8973 ‖
‖        66 |  48186 |               8468 |   3.007e-02 |           52.7979 ‖
‖        67 |  48804 |               8857 |   3.004e-02 |           52.7104 ‖
‖        68 |  49650 |               9020 |   3.000e-02 |           52.6587 ‖
‖        69 |  50513 |               9173 |   2.996e-02 |           52.4131 ‖
‖        70 |  51118 |               9577 |   2.995e-02 |           51.7855 ‖
‖        71 |  51842 |               9858 |   2.991e-02 |           51.6164 ‖
‖        72 |  52425 |              10266 |   2.992e-02 |           50.9742 ‖
‖        73 |  53093 |              10599 |   2.993e-02 |           50.6463 ‖
‖        74 |  53818 |              10869 |   2.991e-02 |           50.5240 ‖
‖        75 |  54553 |              11129 |   2.989e-02 |           50.4269 ‖
‖        76 |  55168 |              11516 |   2.987e-02 |           50.3576 ‖
‖        77 |  55931 |              11751 |   2.985e-02 |           50.3404 ‖
‖        78 |  56683 |              12005 |   2.983e-02 |           50.2985 ‖
‖        79 |  57399 |              12297 |   2.981e-02 |           50.2693 ‖
‖        80 |  58085 |              12610 |   2.980e-02 |           50.2430 ‖
‖        81 |  58874 |              12828 |   2.982e-02 |           50.2091 ‖
‖        82 |  59687 |              13027 |   2.981e-02 |           50.1976 ‖
‖        83 |  60609 |              13119 |   2.979e-02 |           50.1894 ‖
‖        84 |  61551 |              13198 |   2.978e-02 |           50.1758 ‖
‖        85 |  62337 |              13410 |   2.976e-02 |           50.1606 ‖
‖        86 |  63107 |              13651 |   2.973e-02 |           49.9393 ‖
‖        87 |  63774 |              13998 |   2.970e-02 |           49.7146 ‖
‖        88 |  64388 |              14382 |   2.968e-02 |           49.4611 ‖
‖        89 |  65014 |              14762 |   2.966e-02 |           49.2286 ‖
‖        90 |  65675 |              15102 |   2.962e-02 |           49.1787 ‖
‖        91 |  66307 |              15449 |   2.960e-02 |           49.1438 ‖
‖        92 |  66905 |              15840 |   2.957e-02 |           49.0856 ‖
‖        93 |  67479 |              16258 |   2.956e-02 |           48.8404 ‖
‖        94 |  68037 |              16700 |   2.957e-02 |           48.4829 ‖
‖        95 |  68626 |              17095 |   2.958e-02 |           48.3587 ‖
‖        96 |  69243 |              17482 |   2.959e-02 |           48.1530 ‖
‖        97 |  70000 |              17724 |   2.960e-02 |           48.0675 ‖
‖        98 |  70810 |              17923 |   2.958e-02 |           48.0317 ‖
‖        99 |  71712 |              18041 |   2.955e-02 |           48.0123 ‖
‖       100 |  72484 |              18268 |   2.954e-02 |           47.9277 ‖
‖       101 |  72926 |              18826 |   2.952e-02 |           47.4041 ‖
‖       102 |  73496 |              19256 |   2.951e-02 |           47.2450 ‖
‖       103 |  74084 |              19669 |   2.948e-02 |           47.1928 ‖
‖       104 |  74732 |              20010 |   2.947e-02 |           47.1850 ‖
‖       105 |  75436 |              20320 |   2.946e-02 |           47.1749 ‖
‖       106 |  76188 |              20572 |   2.944e-02 |           47.1694 ‖
‖       107 |  77051 |              20726 |   2.940e-02 |           47.1653 ‖
‖       108 |  77794 |              20987 |   2.938e-02 |           47.0890 ‖
‖       109 |  78358 |              21419 |   2.936e-02 |           46.8416 ‖
‖       110 |  78758 |              22009 |   2.935e-02 |           46.3147 ‖
‖       111 |  79189 |              22562 |   2.933e-02 |           46.2382 ‖
‖       112 |  79788 |              22964 |   2.931e-02 |           46.2108 ‖
‖       113 |  80204 |              23507 |   2.930e-02 |           46.0172 ‖
‖       114 |  80715 |              24005 |   2.927e-02 |           45.9844 ‖
‖       115 |  81200 |              24487 |   2.924e-02 |           45.9486 ‖
‖       116 |  81656 |              25013 |   2.922e-02 |           45.8357 ‖
‖       117 |  82220 |              25447 |   2.920e-02 |           45.7405 ‖
‖       118 |  82846 |              25822 |   2.920e-02 |           45.6504 ‖
‖       119 |  83664 |              26012 |   2.919e-02 |           45.6358 ‖
‖       120 |  84510 |              26183 |   2.919e-02 |           45.6192 ‖
‖       121 |  85283 |              26416 |   2.918e-02 |           45.6121 ‖
‖       122 |  85947 |              26759 |   2.917e-02 |           45.5252 ‖
‖       123 |  86590 |              27126 |   2.916e-02 |           45.2449 ‖
‖       124 |  87156 |              27568 |   2.915e-02 |           45.1527 ‖
‖       125 |  87627 |              28066 |   2.916e-02 |           44.9202 ‖
‖       126 |  88222 |              28469 |   2.916e-02 |           44.7825 ‖
‖       127 |  88946 |              28746 |   2.916e-02 |           44.6607 ‖
‖       128 |  89561 |              29130 |   2.917e-02 |           44.4888 ‖
‖       129 |  90148 |              29539 |   2.917e-02 |           44.3662 ‖
‖       130 |  90799 |              29895 |   2.917e-02 |           44.2394 ‖
‖       131 |  91388 |              30306 |   2.918e-02 |           44.1656 ‖
‖       132 |  91987 |              30704 |   2.917e-02 |           44.1185 ‖
‖       133 |  92659 |              31034 |   2.918e-02 |           44.0523 ‖
‖       134 |  93297 |              31397 |   2.917e-02 |           44.0248 ‖
‖       135 |  93988 |              31706 |   2.916e-02 |           44.0070 ‖
‖       136 |  94766 |              31928 |   2.916e-02 |           43.9905 ‖
‖       137 |  95399 |              32311 |   2.915e-02 |           43.9714 ‖
‖       138 |  96072 |              32636 |   2.914e-02 |           43.9577 ‖
‖       139 |  96612 |              33093 |   2.913e-02 |           43.9352 ‖
‖       140 |  97190 |              33519 |   2.911e-02 |           43.9056 ‖
‖       141 |  97811 |              33868 |   2.910e-02 |           43.8997 ‖
‖       142 |  98423 |              34267 |   2.909e-02 |           43.8305 ‖
‖       143 |  99138 |              34557 |   2.907e-02 |           43.8251 ‖
‖       144 |  99949 |              34739 |   2.906e-02 |           43.8177 ‖
‖       145 | 100578 |              35118 |   2.904e-02 |           43.5192 ‖
‖       146 | 101082 |              35601 |   2.903e-02 |           43.1062 ‖
‖       147 | 101316 |              36358 |   2.902e-02 |           42.4593 ‖
‖       148 | 101667 |              36989 |   2.901e-02 |           42.1626 ‖
‖       149 | 102046 |              37572 |   2.899e-02 |           41.9935 ‖
‖       150 | 102310 |              38282 |   2.898e-02 |           41.8493 ‖
‖       151 | 102631 |              38937 |   2.896e-02 |           41.8082 ‖
‖       152 | 102980 |              39553 |   2.895e-02 |           41.3877 ‖
‖       153 | 103238 |              40270 |   2.894e-02 |           41.0774 ‖
‖       154 | 103477 |              41015 |   2.894e-02 |           40.4802 ‖
‖       155 | 103848 |              41631 |   2.893e-02 |           40.1986 ‖
‖       156 | 104263 |              42200 |   2.892e-02 |           40.0482 ‖
‖       157 | 104588 |              42827 |   2.891e-02 |           39.9320 ‖
‖       158 | 104952 |              43437 |   2.890e-02 |           39.8580 ‖
‖       159 | 105501 |              43862 |   2.889e-02 |           39.8228 ‖
‖       160 | 106011 |              44350 |   2.887e-02 |           39.7892 ‖
‖       161 | 106412 |              44924 |   2.886e-02 |           39.7174 ‖
‖       162 | 106776 |              45521 |   2.885e-02 |           39.6249 ‖
‖       163 | 107274 |              46007 |   2.883e-02 |           39.5986 ‖
‖       164 | 107876 |              46361 |   2.882e-02 |           39.5913 ‖
‖       165 | 108496 |              46721 |   2.880e-02 |           39.5537 ‖
‖       166 | 109246 |              46964 |   2.878e-02 |           39.5527 ‖
‖       167 | 109822 |              47377 |   2.876e-02 |           39.3728 ‖
‖       168 | 110238 |              47940 |   2.875e-02 |           39.0495 ‖
‖       169 | 110556 |              48612 |   2.874e-02 |           38.5263 ‖
‖       170 | 110941 |              49213 |   2.873e-02 |           38.2634 ‖
‖       171 | 111390 |              49763 |   2.872e-02 |           38.1034 ‖
‖       172 | 111677 |              50453 |   2.871e-02 |           37.9552 ‖
‖       173 | 111919 |              51191 |   2.870e-02 |           37.5774 ‖
‖       174 | 112218 |              51867 |   2.870e-02 |           37.3187 ‖
‖       175 | 112477 |              52576 |   2.869e-02 |           36.9944 ‖
‖       176 | 112821 |              53196 |   2.869e-02 |           36.7776 ‖
‖       177 | 113319 |              53681 |   2.869e-02 |           36.6864 ‖
‖       178 | 113717 |              54271 |   2.868e-02 |           36.5698 ‖
‖       179 | 114059 |              54916 |   2.867e-02 |           36.4793 ‖
‖       180 | 114529 |              55424 |   2.866e-02 |           36.4367 ‖
‖       181 | 114827 |              56098 |   2.865e-02 |           36.3612 ‖
‖       182 | 115215 |              56688 |   2.864e-02 |           36.3197 ‖
‖       183 | 115464 |              57409 |   2.863e-02 |           36.2580 ‖
‖       184 | 115780 |              58064 |   2.863e-02 |           36.2185 ‖
‖       185 | 116253 |              58570 |   2.862e-02 |           36.1945 ‖
‖       186 | 116793 |              58995 |   2.861e-02 |           36.1828 ‖
‖       187 | 117616 |              59168 |   2.860e-02 |           36.1775 ‖
‖       188 | 118390 |              59387 |   2.859e-02 |           36.1522 ‖
‖       189 | 119084 |              59699 |   2.857e-02 |           36.1276 ‖
‖       190 | 119839 |              59929 |   2.857e-02 |           36.0764 ‖
‖       191 | 120387 |              60388 |   2.856e-02 |           35.9986 ‖
‖       192 | 120969 |              60801 |   2.856e-02 |           35.9197 ‖
‖       193 | 121442 |              61324 |   2.856e-02 |           35.8385 ‖
‖       194 | 122077 |              61695 |   2.856e-02 |           35.7611 ‖
‖       195 | 122767 |              62007 |   2.857e-02 |           35.7063 ‖
‖       196 | 123346 |              62434 |   2.856e-02 |           35.6770 ‖
‖       197 | 124026 |              62754 |   2.856e-02 |           35.6498 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.062 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1009.vnnlib: unknown
--- Verification time: 20.0760 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (863/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1920.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1920.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1920.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.011e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1920.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (864/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_455.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_455.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_455.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.343e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_455.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (865/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4090.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4090.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4090.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.327e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.262e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.163e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.072e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.988e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.956e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   2.907e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   2.860e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.807e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   2.752e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   2.694e-02 |          100.0000 ‖
‖        12 |   2048 |                  0 |   2.631e-02 |          100.0000 ‖
‖        13 |   3066 |                  6 |   2.590e-02 |           99.7498 ‖
‖        14 |   4090 |                  6 |   2.561e-02 |           99.7492 ‖
‖        15 |   5114 |                  6 |   2.539e-02 |           99.7484 ‖
‖        16 |   6044 |                 98 |   2.511e-02 |           98.2441 ‖
‖        17 |   7068 |                 98 |   2.488e-02 |           98.2441 ‖
‖        18 |   8092 |                 98 |   2.468e-02 |           98.2440 ‖
‖        19 |   9116 |                 98 |   2.450e-02 |           98.2436 ‖
‖        20 |  10140 |                 98 |   2.434e-02 |           98.2435 ‖
‖        21 |  11164 |                 98 |   2.416e-02 |           98.2444 ‖
‖        22 |  12188 |                 98 |   2.403e-02 |           98.2446 ‖
‖        23 |  13212 |                 98 |   2.390e-02 |           98.2445 ‖
‖        24 |  14226 |                104 |   2.374e-02 |           98.2211 ‖
‖        25 |  14863 |                481 |   2.356e-02 |           95.4783 ‖
‖        26 |  15794 |                563 |   2.341e-02 |           94.7836 ‖
‖        27 |  16803 |                578 |   2.325e-02 |           94.6368 ‖
‖        28 |  17810 |                595 |   2.313e-02 |           94.4058 ‖
‖        29 |  18834 |                595 |   2.300e-02 |           94.4051 ‖
‖        30 |  19856 |                597 |   2.286e-02 |           94.3869 ‖
‖        31 |  20880 |                597 |   2.275e-02 |           94.3875 ‖
‖        32 |  21904 |                597 |   2.263e-02 |           94.3879 ‖
‖        33 |  22925 |                600 |   2.248e-02 |           94.3526 ‖
‖        34 |  23946 |                603 |   2.238e-02 |           94.3130 ‖
‖        35 |  24970 |                603 |   2.227e-02 |           94.3122 ‖
‖        36 |  25994 |                603 |   2.212e-02 |           94.3118 ‖
‖        37 |  27018 |                603 |   2.202e-02 |           94.3117 ‖
‖        38 |  28042 |                603 |   2.191e-02 |           94.3124 ‖
‖        39 |  29057 |                612 |   2.176e-02 |           94.3123 ‖
‖        40 |  30027 |                664 |   2.166e-02 |           94.3126 ‖
‖        41 |  30787 |                922 |   2.159e-02 |           94.3128 ‖
‖        42 |  31520 |               1181 |   2.159e-02 |           94.3124 ‖
‖        43 |  32418 |               1289 |   2.162e-02 |           94.3121 ‖
‖        44 |  33417 |               1311 |   2.162e-02 |           94.3124 ‖
‖        45 |  34424 |               1327 |   2.158e-02 |           94.3121 ‖
‖        46 |  35448 |               1327 |   2.158e-02 |           94.3129 ‖
‖        47 |  36472 |               1327 |   2.157e-02 |           94.3128 ‖
‖        48 |  37492 |               1329 |   2.151e-02 |           94.3123 ‖
‖        49 |  38516 |               1329 |   2.149e-02 |           94.3119 ‖
‖        50 |  39540 |               1329 |   2.145e-02 |           94.3115 ‖
‖        51 |  40398 |               1467 |   2.138e-02 |           93.9615 ‖
‖        52 |  40889 |               1967 |   2.132e-02 |           92.4132 ‖
‖        53 |  41871 |               1992 |   2.124e-02 |           92.4115 ‖
‖        54 |  42446 |               2427 |   2.117e-02 |           90.9965 ‖
‖        55 |  43286 |               2596 |   2.112e-02 |           90.5968 ‖
‖        56 |  44076 |               2814 |   2.105e-02 |           90.3494 ‖
‖        57 |  44697 |               3171 |   2.103e-02 |           90.1627 ‖
‖        58 |  45263 |               3583 |   2.102e-02 |           90.1626 ‖
‖        59 |  45644 |               4166 |   2.099e-02 |           89.7982 ‖
‖        60 |  45862 |               4915 |   2.099e-02 |           88.7158 ‖
‖        61 |  46472 |               5274 |   2.099e-02 |           88.3969 ‖
‖        62 |  47310 |               5436 |   2.095e-02 |           88.2536 ‖
‖        63 |  48225 |               5534 |   2.093e-02 |           87.9549 ‖
‖        64 |  49240 |               5540 |   2.090e-02 |           87.9539 ‖
‖        65 |  50246 |               5558 |   2.083e-02 |           87.9116 ‖
‖        66 |  51267 |               5561 |   2.079e-02 |           87.9112 ‖
‖        67 |  52282 |               5570 |   2.074e-02 |           87.9108 ‖
‖        68 |  53252 |               5622 |   2.067e-02 |           87.9108 ‖
‖        69 |  54155 |               5731 |   2.065e-02 |           87.9106 ‖
‖        70 |  54937 |               5960 |   2.063e-02 |           87.9106 ‖
‖        71 |  55477 |               6410 |   2.060e-02 |           87.9107 ‖
‖        72 |  56123 |               6759 |   2.061e-02 |           87.9125 ‖
‖        73 |  56826 |               7052 |   2.060e-02 |           87.9129 ‖
‖        74 |  57626 |               7255 |   2.055e-02 |           87.7778 ‖
‖        75 |  58602 |               7297 |   2.051e-02 |           87.7189 ‖
‖        76 |  59605 |               7317 |   2.047e-02 |           87.7185 ‖
‖        77 |  60542 |               7401 |   2.040e-02 |           87.5332 ‖
‖        78 |  61339 |               7617 |   2.037e-02 |           87.0530 ‖
‖        79 |  62080 |               7880 |   2.035e-02 |           86.9787 ‖
‖        80 |  62735 |               8219 |   2.031e-02 |           86.9371 ‖
‖        81 |  63497 |               8458 |   2.031e-02 |           86.8913 ‖
‖        82 |  64242 |               8714 |   2.029e-02 |           86.8909 ‖
‖        83 |  65106 |               8861 |   2.023e-02 |           86.8740 ‖
‖        84 |  65992 |               8986 |   2.019e-02 |           86.8673 ‖
‖        85 |  66820 |               9169 |   2.016e-02 |           86.8673 ‖
‖        86 |  67527 |               9462 |   2.012e-02 |           86.8316 ‖
‖        87 |  68298 |               9694 |   2.011e-02 |           86.7881 ‖
‖        88 |  68998 |               9982 |   2.010e-02 |           86.7874 ‖
‖        89 |  69657 |              10307 |   2.006e-02 |           86.7813 ‖
‖        90 |  70409 |              10549 |   2.006e-02 |           86.7809 ‖
‖        91 |  71101 |              10853 |   2.002e-02 |           86.7809 ‖
‖        92 |  71723 |              11204 |   2.000e-02 |           86.7776 ‖
‖        93 |  72516 |              11415 |   1.996e-02 |           86.7774 ‖
‖        94 |  73334 |              11596 |   1.996e-02 |           86.7772 ‖
‖        95 |  74235 |              11705 |   1.996e-02 |           86.7767 ‖
‖        96 |  75102 |              11856 |   1.996e-02 |           86.7764 ‖
‖        97 |  76073 |              11898 |   1.996e-02 |           86.7760 ‖
‖        98 |  76925 |              12056 |   1.997e-02 |           86.7758 ‖
‖        99 |  77673 |              12315 |   1.996e-02 |           86.7757 ‖
‖       100 |  78654 |              12347 |   1.996e-02 |           86.7763 ‖
‖       101 |  79517 |              12495 |   1.996e-02 |           86.7728 ‖
‖       102 |  80494 |              12528 |   1.996e-02 |           86.7728 ‖
‖       103 |  81481 |              12560 |   1.995e-02 |           86.7660 ‖
‖       104 |  82428 |              12630 |   1.996e-02 |           86.7635 ‖
‖       105 |  83168 |              12881 |   1.996e-02 |           86.7639 ‖
‖       106 |  83855 |              13182 |   1.997e-02 |           86.7645 ‖
‖       107 |  84632 |              13406 |   1.997e-02 |           86.7652 ‖
‖       108 |  85455 |              13589 |   1.995e-02 |           86.7652 ‖
‖       109 |  86150 |              13878 |   1.995e-02 |           86.7655 ‖
‖       110 |  86618 |              14389 |   1.994e-02 |           86.7653 ‖
‖       111 |  87061 |              14911 |   1.995e-02 |           86.7651 ‖
‖       112 |  87746 |              15203 |   1.996e-02 |           86.7655 ‖
‖       113 |  88615 |              15342 |   1.998e-02 |           86.7663 ‖
‖       114 |  89536 |              15434 |   1.997e-02 |           86.7575 ‖
‖       115 |  90497 |              15486 |   1.998e-02 |           86.7573 ‖
‖       116 |  91506 |              15499 |   1.998e-02 |           86.7572 ‖
‖       117 |  92517 |              15511 |   1.996e-02 |           86.7572 ‖
‖       118 |  93525 |              15525 |   1.995e-02 |           86.7573 ‖
‖       119 |  94498 |              15570 |   1.993e-02 |           86.7572 ‖
‖       120 |  95436 |              15649 |   1.991e-02 |           86.7572 ‖
‖       121 |  96310 |              15787 |   1.990e-02 |           86.7573 ‖
‖       122 |  97127 |              15981 |   1.990e-02 |           86.7575 ‖
‖       123 |  97848 |              16261 |   1.988e-02 |           86.7575 ‖
‖       124 |  98476 |              16623 |   1.988e-02 |           86.7576 ‖
‖       125 |  98951 |              17120 |   1.989e-02 |           86.7578 ‖
‖       126 |  99396 |              17635 |   1.988e-02 |           86.7578 ‖
‖       127 |  99918 |              18065 |   1.988e-02 |           86.6571 ‖
‖       128 | 100775 |              18213 |   1.987e-02 |           86.6571 ‖
‖       129 | 101577 |              18396 |   1.984e-02 |           86.5961 ‖
‖       130 | 101849 |              19082 |   1.982e-02 |           85.7752 ‖
‖       131 | 102588 |              19351 |   1.979e-02 |           85.7752 ‖
‖       132 | 103291 |              19637 |   1.978e-02 |           85.7750 ‖
‖       133 | 103924 |              19998 |   1.976e-02 |           85.7748 ‖
‖       134 | 104202 |              20653 |   1.975e-02 |           85.5964 ‖
‖       135 | 104265 |              21513 |   1.974e-02 |           84.9614 ‖
‖       136 | 104547 |              22171 |   1.973e-02 |           84.8734 ‖
‖       137 | 104792 |              22859 |   1.973e-02 |           84.5474 ‖
‖       138 | 105197 |              23430 |   1.973e-02 |           84.5475 ‖
‖       139 | 105388 |              24177 |   1.972e-02 |           84.3756 ‖
‖       140 | 105795 |              24722 |   1.972e-02 |           84.3758 ‖
‖       141 | 106187 |              25309 |   1.971e-02 |           84.3759 ‖
‖       142 | 106410 |              26026 |   1.972e-02 |           84.1362 ‖
‖       143 | 106942 |              26443 |   1.973e-02 |           84.1361 ‖
‖       144 | 107449 |              26910 |   1.973e-02 |           84.1361 ‖
‖       145 | 108197 |              27155 |   1.974e-02 |           84.1361 ‖
‖       146 | 108882 |              27441 |   1.973e-02 |           83.9958 ‖
‖       147 | 109849 |              27488 |   1.971e-02 |           83.9958 ‖
‖       148 | 110381 |              27950 |   1.968e-02 |           83.3097 ‖
‖       149 | 110903 |              28421 |   1.967e-02 |           82.6971 ‖
‖       150 | 111494 |              28826 |   1.966e-02 |           82.3676 ‖
‖       151 | 111907 |              29393 |   1.964e-02 |           82.1039 ‖
‖       152 | 112258 |              30007 |   1.963e-02 |           82.0098 ‖
‖       153 | 112877 |              30382 |   1.962e-02 |           82.0096 ‖
‖       154 | 113521 |              30733 |   1.960e-02 |           81.5241 ‖
‖       155 | 114341 |              30931 |   1.960e-02 |           81.1702 ‖
‖       156 | 115311 |              30971 |   1.958e-02 |           81.1337 ‖
‖       157 | 116212 |              31092 |   1.957e-02 |           80.9371 ‖
‖       158 | 117184 |              31143 |   1.955e-02 |           80.9369 ‖
‖       159 | 118112 |              31230 |   1.953e-02 |           80.9369 ‖
‖       160 | 118894 |              31456 |   1.951e-02 |           80.8781 ‖
‖       161 | 119595 |              31753 |   1.949e-02 |           80.8781 ‖
‖       162 | 120147 |              32191 |   1.948e-02 |           80.8781 ‖
‖       163 | 120635 |              32695 |   1.947e-02 |           80.8781 ‖
‖       164 | 121262 |              33047 |   1.948e-02 |           80.8779 ‖
‖       165 | 122011 |              33295 |   1.947e-02 |           80.8778 ‖
‖       166 | 122814 |              33498 |   1.945e-02 |           80.8777 ‖
‖       167 | 123643 |              33676 |   1.945e-02 |           80.8775 ‖
‖       168 | 124312 |              34006 |   1.943e-02 |           80.8774 ‖
‖       169 | 124881 |              34412 |   1.942e-02 |           80.8774 ‖
‖       170 | 125477 |              34801 |   1.940e-02 |           80.8774 ‖
‖       171 | 125877 |              35386 |   1.939e-02 |           80.8774 ‖
‖       172 | 126116 |              36089 |   1.940e-02 |           80.8764 ‖
‖       173 | 126692 |              36454 |   1.942e-02 |           80.8754 ‖
‖       174 | 127201 |              36927 |   1.943e-02 |           80.8755 ‖
‖       175 | 127813 |              37283 |   1.943e-02 |           80.8755 ‖
‖       176 | 128514 |              37557 |   1.943e-02 |           80.8755 ‖
‖       177 | 128968 |              38088 |   1.943e-02 |           80.8755 ‖
‖       178 | 129643 |              38384 |   1.942e-02 |           80.8755 ‖
‖       179 | 130291 |              38725 |   1.941e-02 |           80.8755 ‖
‖       180 | 131160 |              38855 |   1.942e-02 |           80.8755 ‖
‖       181 | 132036 |              38986 |   1.941e-02 |           80.8755 ‖
‖       182 | 132985 |              39049 |   1.940e-02 |           80.8756 ‖
‖       183 | 133841 |              39195 |   1.939e-02 |           80.8639 ‖
‖       184 | 134417 |              39615 |   1.937e-02 |           80.6158 ‖
‖       185 | 135097 |              39933 |   1.935e-02 |           80.6158 ‖
‖       186 | 135571 |              40448 |   1.933e-02 |           80.4869 ‖
‖       187 | 136276 |              40730 |   1.932e-02 |           80.4871 ‖
‖       188 | 137102 |              40911 |   1.931e-02 |           80.4872 ‖
‖       189 | 137904 |              41118 |   1.929e-02 |           80.4873 ‖
‖       190 | 138655 |              41366 |   1.929e-02 |           80.4875 ‖
‖       191 | 139277 |              41736 |   1.928e-02 |           80.4876 ‖
‖       192 | 139582 |              42403 |   1.926e-02 |           80.1886 ‖
‖       193 | 140075 |              42882 |   1.925e-02 |           80.1886 ‖
‖       194 | 140730 |              43227 |   1.923e-02 |           80.1886 ‖
‖       195 | 141022 |              43910 |   1.922e-02 |           79.5848 ‖
‖       196 | 141556 |              44363 |   1.921e-02 |           79.1704 ‖
‖       197 | 141988 |              44904 |   1.919e-02 |           79.0168 ‖
‖       198 | 142563 |              45314 |   1.919e-02 |           78.6842 ‖
‖       199 | 143004 |              45853 |   1.918e-02 |           78.6522 ‖
‖       200 | 143286 |              46518 |   1.918e-02 |           78.4256 ‖
‖       201 | 143667 |              47058 |   1.917e-02 |           78.4256 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.047 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4090.vnnlib: unknown
--- Verification time: 20.0650 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (866/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6989.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6989.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6989.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.112e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6989.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (867/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_646.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_646.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_646.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.865e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.784e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.662e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.574e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.481e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.368e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.288e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.216e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.151e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   3.078e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   3.003e-02 |          100.0000 ‖
‖        12 |   2040 |                  8 |   2.932e-02 |           99.5791 ‖
‖        13 |   3028 |                 44 |   2.887e-02 |           98.4128 ‖
‖        14 |   4052 |                 44 |   2.859e-02 |           98.4123 ‖
‖        15 |   5071 |                 47 |   2.836e-02 |           98.3839 ‖
‖        16 |   5928 |                212 |   2.806e-02 |           95.8856 ‖
‖        17 |   6930 |                231 |   2.783e-02 |           95.5856 ‖
‖        18 |   7954 |                231 |   2.762e-02 |           95.5855 ‖
‖        19 |   8976 |                233 |   2.743e-02 |           95.5468 ‖
‖        20 |  10000 |                233 |   2.725e-02 |           95.5472 ‖
‖        21 |  11017 |                239 |   2.704e-02 |           95.4904 ‖
‖        22 |  12041 |                239 |   2.687e-02 |           95.4900 ‖
‖        23 |  13065 |                239 |   2.670e-02 |           95.4905 ‖
‖        24 |  14044 |                279 |   2.649e-02 |           95.1797 ‖
‖        25 |  14821 |                519 |   2.626e-02 |           93.4900 ‖
‖        26 |  15665 |                676 |   2.605e-02 |           92.6046 ‖
‖        27 |  16618 |                745 |   2.585e-02 |           92.0833 ‖
‖        28 |  17509 |                876 |   2.572e-02 |           91.0242 ‖
‖        29 |  18517 |                889 |   2.559e-02 |           90.9241 ‖
‖        30 |  19539 |                891 |   2.543e-02 |           90.9194 ‖
‖        31 |  20559 |                894 |   2.530e-02 |           90.9188 ‖
‖        32 |  21574 |                902 |   2.517e-02 |           90.9188 ‖
‖        33 |  22586 |                914 |   2.502e-02 |           90.8340 ‖
‖        34 |  23561 |                961 |   2.489e-02 |           90.4465 ‖
‖        35 |  24541 |                998 |   2.476e-02 |           90.4346 ‖
‖        36 |  25515 |               1045 |   2.463e-02 |           90.4327 ‖
‖        37 |  26412 |               1168 |   2.453e-02 |           90.4147 ‖
‖        38 |  27160 |               1401 |   2.446e-02 |           90.4147 ‖
‖        39 |  27915 |               1633 |   2.438e-02 |           90.3651 ‖
‖        40 |  28646 |               1885 |   2.438e-02 |           90.3656 ‖
‖        41 |  29318 |               2196 |   2.437e-02 |           90.3662 ‖
‖        42 |  29913 |               2576 |   2.438e-02 |           90.3666 ‖
‖        43 |  30606 |               2856 |   2.442e-02 |           90.3678 ‖
‖        44 |  31424 |               3027 |   2.441e-02 |           90.3672 ‖
‖        45 |  32325 |               3132 |   2.436e-02 |           90.3667 ‖
‖        46 |  33294 |               3177 |   2.434e-02 |           90.3659 ‖
‖        47 |  34300 |               3191 |   2.429e-02 |           90.3652 ‖
‖        48 |  35243 |               3261 |   2.421e-02 |           90.2191 ‖
‖        49 |  36233 |               3294 |   2.414e-02 |           90.2189 ‖
‖        50 |  37170 |               3374 |   2.410e-02 |           90.2189 ‖
‖        51 |  37830 |               3708 |   2.404e-02 |           89.5210 ‖
‖        52 |  38544 |               3992 |   2.399e-02 |           88.9483 ‖
‖        53 |  39352 |               4184 |   2.389e-02 |           88.8601 ‖
‖        54 |  39981 |               4548 |   2.383e-02 |           88.1524 ‖
‖        55 |  40845 |               4697 |   2.376e-02 |           88.1525 ‖
‖        56 |  41550 |               4989 |   2.369e-02 |           87.7275 ‖
‖        57 |  42152 |               5377 |   2.364e-02 |           87.5709 ‖
‖        58 |  42665 |               5841 |   2.361e-02 |           87.5706 ‖
‖        59 |  43059 |               6420 |   2.361e-02 |           87.0513 ‖
‖        60 |  43437 |               7015 |   2.362e-02 |           86.0900 ‖
‖        61 |  44100 |               7323 |   2.360e-02 |           86.0054 ‖
‖        62 |  44818 |               7595 |   2.361e-02 |           85.6521 ‖
‖        63 |  45701 |               7718 |   2.359e-02 |           85.6407 ‖
‖        64 |  46641 |               7791 |   2.357e-02 |           85.6403 ‖
‖        65 |  47594 |               7855 |   2.354e-02 |           85.4929 ‖
‖        66 |  48554 |               7913 |   2.348e-02 |           85.4925 ‖
‖        67 |  49516 |               7972 |   2.342e-02 |           85.4918 ‖
‖        68 |  50431 |               8074 |   2.339e-02 |           85.4915 ‖
‖        69 |  51294 |               8226 |   2.337e-02 |           85.4917 ‖
‖        70 |  52037 |               8491 |   2.330e-02 |           85.4919 ‖
‖        71 |  52812 |               8717 |   2.327e-02 |           85.4917 ‖
‖        72 |  53552 |               8983 |   2.324e-02 |           85.4921 ‖
‖        73 |  54234 |               9303 |   2.318e-02 |           85.4922 ‖
‖        74 |  54914 |               9623 |   2.315e-02 |           85.1713 ‖
‖        75 |  55596 |               9945 |   2.311e-02 |           85.1658 ‖
‖        76 |  56133 |              10395 |   2.308e-02 |           85.1661 ‖
‖        77 |  56587 |              10924 |   2.306e-02 |           84.5321 ‖
‖        78 |  57062 |              11442 |   2.307e-02 |           84.0521 ‖
‖        79 |  57398 |              12052 |   2.302e-02 |           84.0476 ‖
‖        80 |  57972 |              12450 |   2.302e-02 |           83.7313 ‖
‖        81 |  58432 |              12959 |   2.300e-02 |           83.7203 ‖
‖        82 |  58864 |              13462 |   2.298e-02 |           83.7012 ‖
‖        83 |  59497 |              13801 |   2.300e-02 |           83.5893 ‖
‖        84 |  60090 |              14202 |   2.296e-02 |           83.5891 ‖
‖        85 |  60666 |              14576 |   2.295e-02 |           83.5650 ‖
‖        86 |  61337 |              14888 |   2.295e-02 |           83.3308 ‖
‖        87 |  61888 |              15318 |   2.295e-02 |           83.2908 ‖
‖        88 |  62128 |              16037 |   2.295e-02 |           83.2752 ‖
‖        89 |  62593 |              16501 |   2.298e-02 |           83.2672 ‖
‖        90 |  62847 |              17202 |   2.298e-02 |           83.2674 ‖
‖        91 |  63268 |              17712 |   2.300e-02 |           83.2499 ‖
‖        92 |  63728 |              18211 |   2.301e-02 |           83.2501 ‖
‖        93 |  64222 |              18686 |   2.302e-02 |           83.2501 ‖
‖        94 |  64943 |              18944 |   2.303e-02 |           83.2499 ‖
‖        95 |  65642 |              19230 |   2.304e-02 |           83.2503 ‖
‖        96 |  66475 |              19402 |   2.304e-02 |           83.2499 ‖
‖        97 |  67374 |              19513 |   2.304e-02 |           83.2496 ‖
‖        98 |  68287 |              19619 |   2.303e-02 |           83.2280 ‖
‖        99 |  69173 |              19740 |   2.301e-02 |           83.2131 ‖
‖       100 |  70040 |              19889 |   2.300e-02 |           83.1518 ‖
‖       101 |  70830 |              20107 |   2.301e-02 |           83.0801 ‖
‖       102 |  71603 |              20337 |   2.300e-02 |           83.0796 ‖
‖       103 |  72354 |              20593 |   2.299e-02 |           83.0685 ‖
‖       104 |  73157 |              20803 |   2.297e-02 |           83.0686 ‖
‖       105 |  73858 |              21100 |   2.295e-02 |           83.0682 ‖
‖       106 |  74517 |              21447 |   2.294e-02 |           83.0679 ‖
‖       107 |  75014 |              21941 |   2.292e-02 |           83.0675 ‖
‖       108 |  75415 |              22536 |   2.293e-02 |           83.0623 ‖
‖       109 |  76001 |              22938 |   2.294e-02 |           83.0623 ‖
‖       110 |  76648 |              23272 |   2.294e-02 |           83.0613 ‖
‖       111 |  77443 |              23474 |   2.293e-02 |           83.0617 ‖
‖       112 |  78207 |              23702 |   2.292e-02 |           83.0626 ‖
‖       113 |  78964 |              23946 |   2.291e-02 |           83.0517 ‖
‖       114 |  79606 |              24306 |   2.289e-02 |           83.0022 ‖
‖       115 |  80278 |              24625 |   2.287e-02 |           83.0022 ‖
‖       116 |  80842 |              25051 |   2.285e-02 |           83.0020 ‖
‖       117 |  81393 |              25489 |   2.283e-02 |           83.0018 ‖
‖       118 |  81947 |              25921 |   2.282e-02 |           83.0018 ‖
‖       119 |  82441 |              26405 |   2.283e-02 |           83.0018 ‖
‖       120 |  82985 |              26844 |   2.283e-02 |           83.0019 ‖
‖       121 |  83658 |              27163 |   2.285e-02 |           83.0018 ‖
‖       122 |  84188 |              27621 |   2.284e-02 |           82.6150 ‖
‖       123 |  84800 |              27986 |   2.283e-02 |           82.4337 ‖
‖       124 |  85490 |              28301 |   2.282e-02 |           82.3629 ‖
‖       125 |  86085 |              28704 |   2.281e-02 |           81.9682 ‖
‖       126 |  86598 |              29166 |   2.280e-02 |           81.9053 ‖
‖       127 |  87129 |              29608 |   2.278e-02 |           81.8769 ‖
‖       128 |  87695 |              30031 |   2.275e-02 |           81.8772 ‖
‖       129 |  88065 |              30622 |   2.274e-02 |           81.7643 ‖
‖       130 |  88446 |              31198 |   2.273e-02 |           81.4623 ‖
‖       131 |  88797 |              31817 |   2.272e-02 |           81.4621 ‖
‖       132 |  89372 |              32238 |   2.270e-02 |           81.4681 ‖
‖       133 |  89852 |              32748 |   2.270e-02 |           81.4681 ‖
‖       134 |  90032 |              33534 |   2.269e-02 |           81.2740 ‖
‖       135 |  90226 |              34283 |   2.269e-02 |           81.0865 ‖
‖       136 |  90585 |              34878 |   2.269e-02 |           81.0864 ‖
‖       137 |  91045 |              35380 |   2.269e-02 |           80.9115 ‖
‖       138 |  91731 |              35677 |   2.267e-02 |           80.9116 ‖
‖       139 |  92322 |              36064 |   2.265e-02 |           80.9116 ‖
‖       140 |  93049 |              36327 |   2.264e-02 |           80.9115 ‖
‖       141 |  93567 |              36801 |   2.263e-02 |           80.5379 ‖
‖       142 |  94117 |              37240 |   2.262e-02 |           80.4956 ‖
‖       143 |  94461 |              37891 |   2.261e-02 |           80.0407 ‖
‖       144 |  94736 |              38550 |   2.261e-02 |           79.7300 ‖
‖       145 |  95042 |              39234 |   2.260e-02 |           79.6599 ‖
‖       146 |  95712 |              39546 |   2.258e-02 |           79.6597 ‖
‖       147 |  96384 |              39865 |   2.257e-02 |           79.4084 ‖
‖       148 |  97143 |              40101 |   2.256e-02 |           79.2310 ‖
‖       149 |  98082 |              40175 |   2.252e-02 |           79.1953 ‖
‖       150 |  99048 |              40228 |   2.249e-02 |           79.1824 ‖
‖       151 | 100027 |              40270 |   2.245e-02 |           79.1822 ‖
‖       152 | 100941 |              40376 |   2.241e-02 |           79.1818 ‖
‖       153 | 101848 |              40483 |   2.238e-02 |           79.1817 ‖
‖       154 | 102636 |              40694 |   2.235e-02 |           79.1812 ‖
‖       155 | 103128 |              41187 |   2.233e-02 |           78.9070 ‖
‖       156 | 103660 |              41629 |   2.233e-02 |           78.9065 ‖
‖       157 | 104001 |              42229 |   2.233e-02 |           78.9063 ‖
‖       158 | 104476 |              42722 |   2.233e-02 |           78.9062 ‖
‖       159 | 105147 |              43043 |   2.232e-02 |           78.9062 ‖
‖       160 | 105913 |              43283 |   2.230e-02 |           78.9061 ‖
‖       161 | 106730 |              43465 |   2.228e-02 |           78.9060 ‖
‖       162 | 107509 |              43689 |   2.227e-02 |           78.9061 ‖
‖       163 | 108185 |              44009 |   2.225e-02 |           78.9060 ‖
‖       164 | 108895 |              44293 |   2.225e-02 |           78.8934 ‖
‖       165 | 109545 |              44640 |   2.223e-02 |           78.8929 ‖
‖       166 | 110206 |              44965 |   2.221e-02 |           78.8929 ‖
‖       167 | 110927 |              45238 |   2.221e-02 |           78.8892 ‖
‖       168 | 111588 |              45576 |   2.220e-02 |           78.8891 ‖
‖       169 | 112012 |              46130 |   2.218e-02 |           78.8891 ‖
‖       170 | 112456 |              46663 |   2.216e-02 |           78.8891 ‖
‖       171 | 112786 |              47303 |   2.216e-02 |           78.8892 ‖
‖       172 | 113220 |              47840 |   2.217e-02 |           78.8892 ‖
‖       173 | 113581 |              48433 |   2.218e-02 |           78.8891 ‖
‖       174 | 114024 |              48982 |   2.217e-02 |           78.8891 ‖
‖       175 | 114425 |              49549 |   2.217e-02 |           78.8891 ‖
‖       176 | 114702 |              50210 |   2.217e-02 |           78.8891 ‖
‖       177 | 115174 |              50709 |   2.216e-02 |           78.8890 ‖
‖       178 | 115366 |              51480 |   2.215e-02 |           78.8226 ‖
‖       179 | 115738 |              52084 |   2.215e-02 |           78.3787 ‖
‖       180 | 116054 |              52715 |   2.215e-02 |           78.3313 ‖
‖       181 | 116264 |              53473 |   2.214e-02 |           78.3278 ‖
‖       182 | 116605 |              54102 |   2.214e-02 |           78.3278 ‖
‖       183 | 116772 |              54872 |   2.214e-02 |           78.3277 ‖
‖       184 | 117317 |              55290 |   2.215e-02 |           78.3277 ‖
‖       185 | 117723 |              55844 |   2.215e-02 |           78.1177 ‖
‖       186 | 118221 |              56326 |   2.215e-02 |           77.8133 ‖
‖       187 | 118451 |              57033 |   2.216e-02 |           77.5884 ‖
‖       188 | 118951 |              57506 |   2.216e-02 |           77.1688 ‖
‖       189 | 119300 |              58113 |   2.216e-02 |           77.1062 ‖
‖       190 | 119659 |              58691 |   2.215e-02 |           77.1062 ‖
‖       191 | 120226 |              59080 |   2.215e-02 |           76.8329 ‖
‖       192 | 120868 |              59421 |   2.215e-02 |           76.5636 ‖
‖       193 | 121557 |              59714 |   2.215e-02 |           76.5062 ‖
‖       194 | 122075 |              60195 |   2.214e-02 |           76.5062 ‖
‖       195 | 122487 |              60757 |   2.213e-02 |           76.4460 ‖
‖       196 | 122833 |              61385 |   2.212e-02 |           76.4261 ‖
‖       197 | 123227 |              61935 |   2.213e-02 |           76.1808 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.025 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_646.vnnlib: unknown
--- Verification time: 20.0420 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (868/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3465.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3465.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3465.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.900e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.790e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.702e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.638e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.571e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.505e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.444e-02 |           98.9884 ‖
‖         8 |    124 |                  4 |   3.371e-02 |           94.2238 ‖
‖         9 |    225 |                 26 |   3.315e-02 |           85.1660 ‖
‖        10 |    387 |                 85 |   3.244e-02 |           70.1898 ‖
‖        11 |    613 |                232 |   3.177e-02 |           54.3294 ‖
‖        12 |    901 |                539 |   3.097e-02 |           39.0053 ‖
‖        13 |   1247 |               1053 |   3.002e-02 |           26.4148 ‖
‖        14 |   1553 |               1701 |   2.934e-02 |           18.8783 ‖
‖        15 |   1892 |               2300 |   2.907e-02 |           14.9436 ‖
‖        16 |   2387 |               2747 |   2.858e-02 |           12.1232 ‖
‖        17 |   2730 |               3347 |   2.823e-02 |            9.5931 ‖
‖        18 |   3206 |               3819 |   2.797e-02 |            8.2233 ‖
‖        19 |   3692 |               4293 |   2.768e-02 |            6.9936 ‖
‖        20 |   4237 |               4711 |   2.742e-02 |            6.1680 ‖
‖        21 |   4770 |               5147 |   2.716e-02 |            5.4734 ‖
‖        22 |   5311 |               5590 |   2.695e-02 |            4.7587 ‖
‖        23 |   6002 |               5889 |   2.673e-02 |            4.4143 ‖
‖        24 |   6445 |               6436 |   2.650e-02 |            3.7091 ‖
‖        25 |   7189 |               6673 |   2.635e-02 |            3.5350 ‖
‖        26 |   7753 |               7118 |   2.612e-02 |            3.1030 ‖
‖        27 |   8572 |               7297 |   2.597e-02 |            3.0211 ‖
‖        28 |   9155 |               7713 |   2.578e-02 |            2.6650 ‖
‖        29 |   9872 |               7980 |   2.562e-02 |            2.6031 ‖
‖        30 |  10482 |               8373 |   2.540e-02 |            2.3066 ‖
‖        31 |  11192 |               8637 |   2.522e-02 |            2.2685 ‖
‖        32 |  11744 |               9091 |   2.501e-02 |            2.0820 ‖
‖        33 |  12157 |               9638 |   2.489e-02 |            2.0257 ‖
‖        34 |  12473 |              10242 |   2.484e-02 |            1.9255 ‖
‖        35 |  12782 |              10839 |   2.480e-02 |            1.8597 ‖
‖        36 |  13219 |              11373 |   2.473e-02 |            1.7334 ‖
‖        37 |  13615 |              11953 |   2.466e-02 |            1.6856 ‖
‖        38 |  14104 |              12405 |   2.460e-02 |            1.6844 ‖
‖        39 |  14265 |              13183 |   2.451e-02 |            1.5206 ‖
‖        40 |  14714 |              13691 |   2.442e-02 |            1.5190 ‖
‖        41 |  14891 |              14461 |   2.434e-02 |            1.4056 ‖
‖        42 |  15068 |              15209 |   2.436e-02 |            1.3949 ‖
‖        43 |  15346 |              15883 |   2.432e-02 |            1.3167 ‖
‖        44 |  15566 |              16577 |   2.434e-02 |            1.2607 ‖
‖        45 |  15989 |              17137 |   2.429e-02 |            1.2450 ‖
‖        46 |  16274 |              17821 |   2.424e-02 |            1.2140 ‖
‖        47 |  16550 |              18495 |   2.415e-02 |            1.2127 ‖
‖        48 |  16562 |              19414 |   2.409e-02 |            1.0968 ‖
‖        49 |  16788 |              20124 |   2.404e-02 |            1.0949 ‖
‖        50 |  17044 |              20838 |   2.397e-02 |            1.0506 ‖
‖        51 |  17275 |              21574 |   2.391e-02 |            1.0467 ‖
‖        52 |  17324 |              22410 |   2.388e-02 |            1.0159 ‖
‖        53 |  17248 |              23391 |   2.384e-02 |            0.9644 ‖
‖        54 |  17513 |              24032 |   2.382e-02 |            0.9541 ‖
‖        55 |  17687 |              24815 |   2.379e-02 |            0.8958 ‖
‖        56 |  17799 |              25637 |   2.373e-02 |            0.8629 ‖
‖        57 |  18016 |              26347 |   2.370e-02 |            0.8609 ‖
‖        58 |  18238 |              27066 |   2.368e-02 |            0.8260 ‖
‖        59 |  18469 |              27803 |   2.360e-02 |            0.8159 ‖
‖        60 |  18607 |              28591 |   2.355e-02 |            0.7615 ‖
‖        61 |  18870 |              29317 |   2.345e-02 |            0.7375 ‖
‖        62 |  18946 |              30173 |   2.343e-02 |            0.7114 ‖
‖        63 |  18837 |              31168 |   2.341e-02 |            0.7101 ‖
‖        64 |  18882 |              32041 |   2.343e-02 |            0.7097 ‖
‖        65 |  18876 |              32979 |   2.342e-02 |            0.6530 ‖
‖        66 |  18917 |              33830 |   2.346e-02 |            0.6421 ‖
‖        67 |  19066 |              34649 |   2.345e-02 |            0.6413 ‖
‖        68 |  19125 |              35540 |   2.344e-02 |            0.6024 ‖
‖        69 |  19078 |              36495 |   2.346e-02 |            0.5681 ‖
‖        70 |  19152 |              37372 |   2.345e-02 |            0.5595 ‖
‖        71 |  18968 |              38423 |   2.347e-02 |            0.5402 ‖
‖        72 |  18979 |              39361 |   2.346e-02 |            0.5354 ‖
‖        73 |  19076 |              40222 |   2.344e-02 |            0.5077 ‖
‖        74 |  18748 |              41417 |   2.342e-02 |            0.5026 ‖
‖        75 |  18548 |              42538 |   2.339e-02 |            0.5025 ‖
‖        76 |  18466 |              43552 |   2.335e-02 |            0.4849 ‖
‖        77 |  18179 |              44697 |   2.337e-02 |            0.4824 ‖
‖        78 |  17951 |              45774 |   2.341e-02 |            0.4798 ‖
‖        79 |  17766 |              46869 |   2.337e-02 |            0.4425 ‖
‖        80 |  17605 |              47866 |   2.341e-02 |            0.4393 ‖
‖        81 |  17505 |              48842 |   2.343e-02 |            0.4241 ‖
‖        82 |  17503 |              49747 |   2.344e-02 |            0.4074 ‖
‖        83 |  17391 |              50747 |   2.343e-02 |            0.4061 ‖
‖        84 |  17292 |              51748 |   2.343e-02 |            0.3948 ‖
‖        85 |  17204 |              52748 |   2.343e-02 |            0.3812 ‖
‖        86 |  17036 |              53847 |   2.338e-02 |            0.3732 ‖
‖        87 |  16996 |              54790 |   2.335e-02 |            0.3720 ‖
‖        88 |  16882 |              55836 |   2.333e-02 |            0.3378 ‖
‖        89 |  16752 |              56869 |   2.330e-02 |            0.3304 ‖
‖        90 |  16658 |              57885 |   2.330e-02 |            0.3294 ‖
‖        91 |  16639 |              58880 |   2.328e-02 |            0.3283 ‖
‖        92 |  16554 |              59900 |   2.327e-02 |            0.3116 ‖
‖        93 |  16478 |              60925 |   2.326e-02 |            0.3098 ‖
‖        94 |  16283 |              62048 |   2.327e-02 |            0.3094 ‖
‖        95 |  16039 |              63197 |   2.328e-02 |            0.2957 ‖
‖        96 |  15839 |              64296 |   2.333e-02 |            0.2906 ‖
‖        97 |  15812 |              65270 |   2.333e-02 |            0.2841 ‖
‖        98 |  15727 |              66279 |   2.333e-02 |            0.2731 ‖
‖        99 |  15591 |              67330 |   2.333e-02 |            0.2718 ‖
‖       100 |  15490 |              68375 |   2.330e-02 |            0.2639 ‖
‖       101 |  15334 |              69448 |   2.328e-02 |            0.2543 ‖
‖       102 |  15282 |              70429 |   2.328e-02 |            0.2493 ‖
‖       103 |  15153 |              71501 |   2.327e-02 |            0.2484 ‖
‖       104 |  14978 |              72600 |   2.324e-02 |            0.2363 ‖
‖       105 |  14952 |              73587 |   2.319e-02 |            0.2162 ‖
‖       106 |  14759 |              74691 |   2.317e-02 |            0.2112 ‖
‖       107 |  14437 |              75870 |   2.318e-02 |            0.2050 ‖
‖       108 |  14072 |              77125 |   2.318e-02 |            0.2036 ‖
‖       109 |  13912 |              78210 |   2.316e-02 |            0.1948 ‖
‖       110 |  13582 |              79365 |   2.323e-02 |            0.1920 ‖
‖       111 |  13375 |              80495 |   2.322e-02 |            0.1837 ‖
‖       112 |  13166 |              81609 |   2.323e-02 |            0.1816 ‖
‖       113 |  12866 |              82827 |   2.323e-02 |            0.1743 ‖
‖       114 |  12651 |              83954 |   2.322e-02 |            0.1672 ‖
‖       115 |  12466 |              85071 |   2.318e-02 |            0.1562 ‖
‖       116 |  12124 |              86323 |   2.318e-02 |            0.1542 ‖
‖       117 |  11868 |              87491 |   2.317e-02 |            0.1494 ‖
‖       118 |  11636 |              88638 |   2.314e-02 |            0.1467 ‖
‖       119 |  11480 |              89710 |   2.312e-02 |            0.1461 ‖
‖       120 |  11239 |              90854 |   2.312e-02 |            0.1290 ‖
‖       121 |  11007 |              92011 |   2.307e-02 |            0.1267 ‖
‖       122 |  10789 |              93166 |   2.305e-02 |            0.1261 ‖
‖       123 |  10590 |              94288 |   2.306e-02 |            0.1190 ‖
‖       124 |  10406 |              95402 |   2.306e-02 |            0.1163 ‖
‖       125 |  10157 |              96574 |   2.307e-02 |            0.1123 ‖
‖       126 |   9885 |              97784 |   2.306e-02 |            0.1090 ‖
‖       127 |   9683 |              98925 |   2.305e-02 |            0.1071 ‖
‖       128 |   9483 |             100060 |   2.301e-02 |            0.1018 ‖
‖       129 |   9044 |             101377 |   2.301e-02 |            0.0992 ‖
‖       130 |   8687 |             102629 |   2.300e-02 |            0.0964 ‖
‖       131 |   8436 |             103801 |   2.297e-02 |            0.0921 ‖
‖       132 |   7910 |             105201 |   2.298e-02 |            0.0881 ‖
‖       133 |   7593 |             106426 |   2.296e-02 |            0.0759 ‖
‖       134 |   7272 |             107618 |   2.298e-02 |            0.0712 ‖
‖       135 |   7038 |             108758 |   2.296e-02 |            0.0667 ‖
‖       136 |   6764 |             109947 |   2.291e-02 |            0.0619 ‖
‖       137 |   6398 |             111220 |   2.289e-02 |            0.0586 ‖
‖       138 |   6120 |             112410 |   2.283e-02 |            0.0523 ‖
‖       139 |   5782 |             113657 |   2.280e-02 |            0.0488 ‖
‖       140 |   5432 |             114906 |   2.274e-02 |            0.0478 ‖
‖       141 |   5128 |             116078 |   2.283e-02 |            0.0412 ‖
‖       142 |   4799 |             117318 |   2.289e-02 |            0.0401 ‖
‖       143 |   4482 |             118534 |   2.298e-02 |            0.0362 ‖
‖       144 |   4067 |             119812 |   2.310e-02 |            0.0335 ‖
‖       145 |   3618 |             121175 |   2.320e-02 |            0.0323 ‖
‖       146 |   3199 |             122488 |   2.320e-02 |            0.0285 ‖
‖       147 |   2848 |             123747 |   2.310e-02 |            0.0222 ‖
‖       148 |   2585 |             124915 |   2.293e-02 |            0.0188 ‖
‖       149 |   2231 |             126165 |   2.288e-02 |            0.0155 ‖
‖       150 |   1891 |             127411 |   2.288e-02 |            0.0113 ‖
‖       151 |   1543 |             128641 |   2.295e-02 |            0.0080 ‖
‖       152 |   1079 |             129973 |   2.308e-02 |            0.0051 ‖
‖       153 |    679 |             131261 |   2.282e-02 |            0.0017 ‖
‖       154 |    337 |             132157 |   2.275e-02 |            0.0005 ‖
‖       155 |    180 |             132595 |   2.252e-02 |            0.0001 ‖
‖       156 |     65 |             132850 |   2.263e-02 |            0.0000 ‖
‖       157 |     23 |             132948 |   2.222e-02 |            0.0000 ‖
‖       158 |      6 |             132982 |   2.167e-02 |            0.0000 ‖
‖       159 |      1 |             132992 |   7.150e-03 |            0.0000 ‖
‖       160 |      0 |             132993 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 14.935 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3465.vnnlib: unsat
--- Verification time: 14.9454 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (869/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5739.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5739.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5739.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.802e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5739.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (870/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7138.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7138.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7138.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.622e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.480e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.338e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   4.238e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.138e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.052e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.966e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.885e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.801e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.717e-02 |          100.0000 ‖
‖        11 |   1020 |                  4 |   3.632e-02 |           99.1762 ‖
‖        12 |   1990 |                 51 |   3.556e-02 |           96.3560 ‖
‖        13 |   2779 |                277 |   3.488e-02 |           89.7705 ‖
‖        14 |   3788 |                285 |   3.455e-02 |           89.6879 ‖
‖        15 |   4723 |                370 |   3.426e-02 |           88.6415 ‖
‖        16 |   5386 |                722 |   3.378e-02 |           83.3749 ‖
‖        17 |   6262 |                833 |   3.355e-02 |           82.3701 ‖
‖        18 |   7202 |                915 |   3.327e-02 |           81.0254 ‖
‖        19 |   8168 |                973 |   3.297e-02 |           79.9965 ‖
‖        20 |   9187 |                976 |   3.272e-02 |           79.9341 ‖
‖        21 |  10156 |               1022 |   3.252e-02 |           79.7254 ‖
‖        22 |  11178 |               1023 |   3.235e-02 |           79.7251 ‖
‖        23 |  12202 |               1023 |   3.213e-02 |           79.7251 ‖
‖        24 |  12706 |               1536 |   3.185e-02 |           76.4574 ‖
‖        25 |  13457 |               1750 |   3.161e-02 |           75.3115 ‖
‖        26 |  14335 |               1891 |   3.138e-02 |           74.2601 ‖
‖        27 |  15340 |               1903 |   3.122e-02 |           74.2217 ‖
‖        28 |  16362 |               1904 |   3.101e-02 |           74.2216 ‖
‖        29 |  17096 |               2191 |   3.078e-02 |           72.1268 ‖
‖        30 |  18063 |               2234 |   3.064e-02 |           71.8754 ‖
‖        31 |  19077 |               2239 |   3.044e-02 |           71.8756 ‖
‖        32 |  19856 |               2482 |   3.023e-02 |           69.9047 ‖
‖        33 |  20723 |               2625 |   3.006e-02 |           68.9638 ‖
‖        34 |  21738 |               2633 |   2.986e-02 |           68.8739 ‖
‖        35 |  22690 |               2704 |   2.970e-02 |           68.1774 ‖
‖        36 |  23714 |               2704 |   2.957e-02 |           68.1770 ‖
‖        37 |  24729 |               2711 |   2.938e-02 |           68.1587 ‖
‖        38 |  25737 |               2726 |   2.926e-02 |           68.0144 ‖
‖        39 |  26757 |               2728 |   2.913e-02 |           68.0145 ‖
‖        40 |  27764 |               2745 |   2.895e-02 |           67.8621 ‖
‖        41 |  28757 |               2774 |   2.884e-02 |           67.6275 ‖
‖        42 |  29740 |               2811 |   2.873e-02 |           67.5919 ‖
‖        43 |  30617 |               2939 |   2.860e-02 |           67.5922 ‖
‖        44 |  31326 |               3217 |   2.858e-02 |           67.5923 ‖
‖        45 |  31938 |               3586 |   2.857e-02 |           67.5924 ‖
‖        46 |  32294 |               4200 |   2.854e-02 |           67.1905 ‖
‖        47 |  32373 |               5011 |   2.858e-02 |           66.6482 ‖
‖        48 |  32772 |               5563 |   2.859e-02 |           66.2501 ‖
‖        49 |  33361 |               5945 |   2.861e-02 |           65.8575 ‖
‖        50 |  34214 |               6092 |   2.857e-02 |           65.8576 ‖
‖        51 |  34794 |               6509 |   2.851e-02 |           64.8077 ‖
‖        52 |  35767 |               6549 |   2.849e-02 |           64.8076 ‖
‖        53 |  36773 |               6565 |   2.839e-02 |           64.8043 ‖
‖        54 |  37720 |               6641 |   2.836e-02 |           64.5059 ‖
‖        55 |  38731 |               6653 |   2.834e-02 |           64.4814 ‖
‖        56 |  39729 |               6675 |   2.823e-02 |           64.4784 ‖
‖        57 |  40689 |               6733 |   2.820e-02 |           64.4734 ‖
‖        58 |  41583 |               6855 |   2.815e-02 |           64.4735 ‖
‖        59 |  42328 |               7104 |   2.806e-02 |           64.3733 ‖
‖        60 |  42474 |               7899 |   2.801e-02 |           62.7761 ‖
‖        61 |  43110 |               8245 |   2.796e-02 |           62.7763 ‖
‖        62 |  43557 |               8776 |   2.793e-02 |           62.3340 ‖
‖        63 |  44008 |               9288 |   2.798e-02 |           62.3341 ‖
‖        64 |  44499 |               9766 |   2.796e-02 |           62.3325 ‖
‖        65 |  45029 |              10209 |   2.797e-02 |           62.3324 ‖
‖        66 |  45714 |              10509 |   2.797e-02 |           62.3319 ‖
‖        67 |  46491 |              10720 |   2.791e-02 |           62.3319 ‖
‖        68 |  46969 |              11249 |   2.783e-02 |           60.9142 ‖
‖        69 |  47594 |              11585 |   2.777e-02 |           60.2079 ‖
‖        70 |  48395 |              11801 |   2.767e-02 |           59.7513 ‖
‖        71 |  49004 |              12197 |   2.763e-02 |           58.8593 ‖
‖        72 |  49686 |              12496 |   2.758e-02 |           58.7017 ‖
‖        73 |  50310 |              12852 |   2.753e-02 |           58.5874 ‖
‖        74 |  50852 |              13286 |   2.753e-02 |           58.5874 ‖
‖        75 |  51279 |              13824 |   2.751e-02 |           58.5873 ‖
‖        76 |  51539 |              14526 |   2.747e-02 |           57.6229 ‖
‖        77 |  51967 |              15055 |   2.747e-02 |           56.8896 ‖
‖        78 |  52628 |              15363 |   2.743e-02 |           56.8798 ‖
‖        79 |  53425 |              15565 |   2.739e-02 |           56.8527 ‖
‖        80 |  54216 |              15775 |   2.739e-02 |           56.8488 ‖
‖        81 |  54885 |              16096 |   2.733e-02 |           56.8480 ‖
‖        82 |  55465 |              16502 |   2.730e-02 |           56.7456 ‖
‖        83 |  56013 |              16941 |   2.730e-02 |           56.7458 ‖
‖        84 |  56491 |              17432 |   2.726e-02 |           56.7459 ‖
‖        85 |  56802 |              18083 |   2.726e-02 |           56.1771 ‖
‖        86 |  57347 |              18509 |   2.728e-02 |           55.9693 ‖
‖        87 |  57941 |              18897 |   2.723e-02 |           55.9614 ‖
‖        88 |  58491 |              19299 |   2.723e-02 |           55.9554 ‖
‖        89 |  59064 |              19699 |   2.725e-02 |           55.9552 ‖
‖        90 |  59515 |              20224 |   2.721e-02 |           55.9552 ‖
‖        91 |  59838 |              20831 |   2.720e-02 |           55.6096 ‖
‖        92 |  60384 |              21252 |   2.720e-02 |           55.6094 ‖
‖        93 |  60723 |              21888 |   2.716e-02 |           55.6094 ‖
‖        94 |  60913 |              22625 |   2.717e-02 |           54.7347 ‖
‖        95 |  61309 |              23204 |   2.719e-02 |           54.3667 ‖
‖        96 |  61370 |              24069 |   2.719e-02 |           54.2803 ‖
‖        97 |  61611 |              24759 |   2.722e-02 |           53.9050 ‖
‖        98 |  61932 |              25361 |   2.726e-02 |           53.7384 ‖
‖        99 |  62094 |              26159 |   2.725e-02 |           53.7383 ‖
‖       100 |  62380 |              26796 |   2.729e-02 |           53.7040 ‖
‖       101 |  62878 |              27259 |   2.730e-02 |           53.7039 ‖
‖       102 |  63218 |              27891 |   2.731e-02 |           53.6827 ‖
‖       103 |  63506 |              28541 |   2.736e-02 |           53.6662 ‖
‖       104 |  63945 |              29055 |   2.741e-02 |           53.6614 ‖
‖       105 |  64499 |              29472 |   2.746e-02 |           53.6581 ‖
‖       106 |  65234 |              29722 |   2.750e-02 |           53.6567 ‖
‖       107 |  65880 |              30055 |   2.751e-02 |           53.6112 ‖
‖       108 |  66716 |              30206 |   2.751e-02 |           53.6115 ‖
‖       109 |  67591 |              30333 |   2.751e-02 |           53.4835 ‖
‖       110 |  68488 |              30443 |   2.749e-02 |           53.3676 ‖
‖       111 |  69502 |              30450 |   2.746e-02 |           53.3676 ‖
‖       112 |  70393 |              30576 |   2.745e-02 |           53.1957 ‖
‖       113 |  71401 |              30588 |   2.743e-02 |           53.1957 ‖
‖       114 |  72400 |              30610 |   2.741e-02 |           53.1957 ‖
‖       115 |  73378 |              30652 |   2.737e-02 |           53.1956 ‖
‖       116 |  74205 |              30829 |   2.733e-02 |           53.0168 ‖
‖       117 |  74782 |              31216 |   2.729e-02 |           52.6684 ‖
‖       118 |  75565 |              31426 |   2.725e-02 |           52.6680 ‖
‖       119 |  76234 |              31736 |   2.725e-02 |           52.6668 ‖
‖       120 |  76825 |              32124 |   2.726e-02 |           52.6670 ‖
‖       121 |  77303 |              32614 |   2.724e-02 |           52.6654 ‖
‖       122 |  77730 |              33148 |   2.723e-02 |           52.6656 ‖
‖       123 |  78195 |              33641 |   2.722e-02 |           52.6657 ‖
‖       124 |  78699 |              34106 |   2.720e-02 |           52.5107 ‖
‖       125 |  79173 |              34610 |   2.720e-02 |           52.0932 ‖
‖       126 |  79813 |              34941 |   2.719e-02 |           51.9803 ‖
‖       127 |  80408 |              35315 |   2.717e-02 |           51.8449 ‖
‖       128 |  81105 |              35578 |   2.718e-02 |           51.7496 ‖
‖       129 |  81838 |              35842 |   2.716e-02 |           51.7412 ‖
‖       130 |  82448 |              36203 |   2.713e-02 |           51.7286 ‖
‖       131 |  83114 |              36510 |   2.711e-02 |           51.7284 ‖
‖       132 |  83657 |              36958 |   2.708e-02 |           51.7282 ‖
‖       133 |  84067 |              37508 |   2.707e-02 |           51.6540 ‖
‖       134 |  84534 |              37986 |   2.708e-02 |           51.6229 ‖
‖       135 |  84897 |              38591 |   2.708e-02 |           51.6216 ‖
‖       136 |  85108 |              39321 |   2.709e-02 |           51.6208 ‖
‖       137 |  85535 |              39842 |   2.711e-02 |           51.6204 ‖
‖       138 |  85812 |              40526 |   2.711e-02 |           51.6203 ‖
‖       139 |  86141 |              41132 |   2.710e-02 |           51.6063 ‖
‖       140 |  86566 |              41655 |   2.709e-02 |           51.6065 ‖
‖       141 |  86611 |              42560 |   2.708e-02 |           51.2591 ‖
‖       142 |  86514 |              43536 |   2.709e-02 |           50.9855 ‖
‖       143 |  86881 |              44126 |   2.710e-02 |           50.9846 ‖
‖       144 |  87345 |              44611 |   2.709e-02 |           50.9847 ‖
‖       145 |  87634 |              45279 |   2.709e-02 |           50.6072 ‖
‖       146 |  88260 |              45611 |   2.707e-02 |           50.6043 ‖
‖       147 |  88972 |              45892 |   2.708e-02 |           50.5423 ‖
‖       148 |  89789 |              46074 |   2.708e-02 |           50.5174 ‖
‖       149 |  90603 |              46258 |   2.707e-02 |           50.5030 ‖
‖       150 |  91360 |              46488 |   2.704e-02 |           50.5029 ‖
‖       151 |  91991 |              46839 |   2.703e-02 |           50.4951 ‖
‖       152 |  92597 |              47204 |   2.702e-02 |           50.4943 ‖
‖       153 |  93175 |              47604 |   2.702e-02 |           50.4934 ‖
‖       154 |  93697 |              48057 |   2.702e-02 |           50.4934 ‖
‖       155 |  94116 |              48598 |   2.702e-02 |           50.4933 ‖
‖       156 |  94616 |              49067 |   2.700e-02 |           50.4933 ‖
‖       157 |  95019 |              49616 |   2.697e-02 |           50.2606 ‖
‖       158 |  95294 |              50252 |   2.695e-02 |           49.9064 ‖
‖       159 |  95705 |              50815 |   2.692e-02 |           49.6318 ‖
‖       160 |  96062 |              51384 |   2.691e-02 |           49.3532 ‖
‖       161 |  96497 |              51915 |   2.688e-02 |           49.3063 ‖
‖       162 |  96933 |              52416 |   2.686e-02 |           49.1876 ‖
‖       163 |  97404 |              52915 |   2.683e-02 |           49.1876 ‖
‖       164 |  97592 |              53669 |   2.681e-02 |           48.7316 ‖
‖       165 |  97675 |              54523 |   2.681e-02 |           48.0812 ‖
‖       166 |  97682 |              55395 |   2.681e-02 |           47.8911 ‖
‖       167 |  97963 |              56041 |   2.681e-02 |           47.8045 ‖
‖       168 |  98308 |              56664 |   2.679e-02 |           47.8045 ‖
‖       169 |  98599 |              57312 |   2.680e-02 |           47.7329 ‖
‖       170 |  99093 |              57769 |   2.678e-02 |           47.7328 ‖
‖       171 |  99655 |              58194 |   2.677e-02 |           47.7323 ‖
‖       172 | 100305 |              58518 |   2.677e-02 |           47.7324 ‖
‖       173 | 100987 |              58812 |   2.677e-02 |           47.7325 ‖
‖       174 | 101628 |              59160 |   2.674e-02 |           47.7324 ‖
‖       175 | 101735 |              59952 |   2.672e-02 |           47.2044 ‖
‖       176 | 101966 |              60689 |   2.670e-02 |           46.8575 ‖
‖       177 | 102087 |              61524 |   2.670e-02 |           46.3206 ‖
‖       178 | 102352 |              62145 |   2.671e-02 |           46.2452 ‖
‖       179 | 102640 |              62816 |   2.669e-02 |           46.2447 ‖
‖       180 | 102900 |              63470 |   2.668e-02 |           46.1643 ‖
‖       181 | 103401 |              63930 |   2.669e-02 |           46.0771 ‖
‖       182 | 103769 |              64538 |   2.667e-02 |           46.0755 ‖
‖       183 | 104151 |              65092 |   2.668e-02 |           46.0393 ‖
‖       184 | 104683 |              65531 |   2.669e-02 |           46.0302 ‖
‖       185 | 105080 |              66103 |   2.668e-02 |           46.0247 ‖
‖       186 | 105413 |              66710 |   2.668e-02 |           46.0227 ‖
‖       187 | 105763 |              67318 |   2.666e-02 |           46.0227 ‖
‖       188 | 105993 |              68026 |   2.666e-02 |           45.9021 ‖
‖       189 | 106380 |              68593 |   2.666e-02 |           45.9020 ‖
‖       190 | 106800 |              69128 |   2.665e-02 |           45.9017 ‖
‖       191 | 107351 |              69551 |   2.666e-02 |           45.9018 ‖
‖       192 | 107925 |              69962 |   2.665e-02 |           45.9018 ‖
‖       193 | 108180 |              70673 |   2.663e-02 |           45.9018 ‖
‖       194 | 108240 |              71512 |   2.663e-02 |           45.3493 ‖
‖       195 | 108402 |              72279 |   2.662e-02 |           45.0877 ‖
‖       196 | 108498 |              73131 |   2.663e-02 |           44.4807 ‖
‖       197 | 108611 |              73915 |   2.665e-02 |           44.2283 ‖
‖       198 | 108813 |              74638 |   2.666e-02 |           44.1076 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 19.996 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7138.vnnlib: unknown
--- Verification time: 20.0093 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (871/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7555.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7555.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7555.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.500e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7555.vnnlib: sat
--- Verification time: 0.0159 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (872/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.696e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.567e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.433e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.368e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.301e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.236e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.198e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   3.129e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.057e-02 |           99.9999 ‖
‖        10 |    511 |                  1 |   2.989e-02 |           99.6688 ‖
‖        11 |   1014 |                  9 |   2.921e-02 |           98.9364 ‖
‖        12 |   1992 |                 45 |   2.847e-02 |           96.8476 ‖
‖        13 |   2917 |                140 |   2.796e-02 |           94.1608 ‖
‖        14 |   3939 |                141 |   2.770e-02 |           94.1608 ‖
‖        15 |   4882 |                217 |   2.748e-02 |           93.1955 ‖
‖        16 |   5685 |                436 |   2.723e-02 |           89.9606 ‖
‖        17 |   6659 |                473 |   2.702e-02 |           89.5623 ‖
‖        18 |   7679 |                476 |   2.690e-02 |           89.5257 ‖
‖        19 |   8703 |                476 |   2.676e-02 |           89.5230 ‖
‖        20 |   9727 |                476 |   2.661e-02 |           89.5229 ‖
‖        21 |  10700 |                526 |   2.644e-02 |           89.2424 ‖
‖        22 |  11712 |                532 |   2.631e-02 |           89.2411 ‖
‖        23 |  12736 |                532 |   2.619e-02 |           89.2414 ‖
‖        24 |  13563 |                720 |   2.603e-02 |           87.9791 ‖
‖        25 |  14317 |                985 |   2.584e-02 |           86.0631 ‖
‖        26 |  15207 |               1095 |   2.566e-02 |           85.4448 ‖
‖        27 |  16179 |               1144 |   2.549e-02 |           85.0513 ‖
‖        28 |  17106 |               1241 |   2.534e-02 |           84.3390 ‖
‖        29 |  18092 |               1273 |   2.521e-02 |           84.1391 ‖
‖        30 |  19108 |               1281 |   2.509e-02 |           84.0289 ‖
‖        31 |  20126 |               1285 |   2.499e-02 |           84.0099 ‖
‖        32 |  21149 |               1286 |   2.496e-02 |           84.0097 ‖
‖        33 |  22155 |               1304 |   2.490e-02 |           83.9510 ‖
‖        34 |  23124 |               1357 |   2.486e-02 |           83.8689 ‖
‖        35 |  24092 |               1413 |   2.481e-02 |           83.8656 ‖
‖        36 |  25116 |               1413 |   2.474e-02 |           83.8655 ‖
‖        37 |  26140 |               1413 |   2.470e-02 |           83.8653 ‖
‖        38 |  27162 |               1414 |   2.462e-02 |           83.8654 ‖
‖        39 |  28178 |               1422 |   2.454e-02 |           83.8404 ‖
‖        40 |  29200 |               1423 |   2.445e-02 |           83.8407 ‖
‖        41 |  30224 |               1423 |   2.440e-02 |           83.8405 ‖
‖        42 |  31247 |               1424 |   2.437e-02 |           83.8402 ‖
‖        43 |  32263 |               1432 |   2.438e-02 |           83.8402 ‖
‖        44 |  33282 |               1437 |   2.434e-02 |           83.8403 ‖
‖        45 |  34302 |               1441 |   2.431e-02 |           83.8403 ‖
‖        46 |  35326 |               1441 |   2.429e-02 |           83.8404 ‖
‖        47 |  36333 |               1454 |   2.426e-02 |           83.8260 ‖
‖        48 |  37174 |               1623 |   2.420e-02 |           83.3094 ‖
‖        49 |  38148 |               1648 |   2.416e-02 |           83.3094 ‖
‖        50 |  38997 |               1811 |   2.411e-02 |           82.7805 ‖
‖        51 |  39729 |               2090 |   2.406e-02 |           81.8867 ‖
‖        52 |  40693 |               2120 |   2.399e-02 |           81.8863 ‖
‖        53 |  41569 |               2268 |   2.394e-02 |           81.3743 ‖
‖        54 |  42557 |               2293 |   2.386e-02 |           81.3236 ‖
‖        55 |  43560 |               2309 |   2.381e-02 |           81.2789 ‖
‖        56 |  44465 |               2428 |   2.379e-02 |           80.8317 ‖
‖        57 |  45395 |               2503 |   2.375e-02 |           80.6138 ‖
‖        58 |  46371 |               2546 |   2.372e-02 |           80.4788 ‖
‖        59 |  47228 |               2713 |   2.372e-02 |           79.9633 ‖
‖        60 |  48153 |               2800 |   2.369e-02 |           79.7485 ‖
‖        61 |  49112 |               2863 |   2.366e-02 |           79.5754 ‖
‖        62 |  50084 |               2914 |   2.363e-02 |           79.4464 ‖
‖        63 |  51094 |               2924 |   2.360e-02 |           79.4459 ‖
‖        64 |  52098 |               2942 |   2.357e-02 |           79.3741 ‖
‖        65 |  53041 |               3023 |   2.355e-02 |           79.0536 ‖
‖        66 |  54034 |               3046 |   2.351e-02 |           78.9934 ‖
‖        67 |  55040 |               3062 |   2.347e-02 |           78.9235 ‖
‖        68 |  56052 |               3072 |   2.341e-02 |           78.8818 ‖
‖        69 |  57072 |               3075 |   2.339e-02 |           78.8816 ‖
‖        70 |  58071 |               3100 |   2.337e-02 |           78.8814 ‖
‖        71 |  59079 |               3115 |   2.334e-02 |           78.8807 ‖
‖        72 |  60099 |               3119 |   2.333e-02 |           78.8799 ‖
‖        73 |  61086 |               3154 |   2.330e-02 |           78.8803 ‖
‖        74 |  62064 |               3196 |   2.327e-02 |           78.7331 ‖
‖        75 |  63055 |               3226 |   2.324e-02 |           78.6189 ‖
‖        76 |  64032 |               3271 |   2.320e-02 |           78.6185 ‖
‖        77 |  64992 |               3334 |   2.317e-02 |           78.4610 ‖
‖        78 |  65976 |               3372 |   2.315e-02 |           78.3372 ‖
‖        79 |  66939 |               3425 |   2.310e-02 |           78.3306 ‖
‖        80 |  67916 |               3469 |   2.307e-02 |           78.2493 ‖
‖        81 |  68921 |               3483 |   2.304e-02 |           78.2136 ‖
‖        82 |  69932 |               3492 |   2.299e-02 |           78.2141 ‖
‖        83 |  70954 |               3493 |   2.294e-02 |           78.2094 ‖
‖        84 |  71978 |               3493 |   2.290e-02 |           78.2088 ‖
‖        85 |  73002 |               3493 |   2.284e-02 |           78.2086 ‖
‖        86 |  74026 |               3493 |   2.280e-02 |           78.2085 ‖
‖        87 |  75050 |               3493 |   2.277e-02 |           78.2084 ‖
‖        88 |  76074 |               3493 |   2.271e-02 |           78.2087 ‖
‖        89 |  77098 |               3493 |   2.266e-02 |           78.2092 ‖
‖        90 |  78122 |               3493 |   2.261e-02 |           78.2093 ‖
‖        91 |  79146 |               3493 |   2.257e-02 |           78.2095 ‖
‖        92 |  80167 |               3496 |   2.252e-02 |           78.2065 ‖
‖        93 |  81180 |               3507 |   2.245e-02 |           78.2066 ‖
‖        94 |  82123 |               3585 |   2.239e-02 |           78.2065 ‖
‖        95 |  82885 |               3817 |   2.236e-02 |           78.2065 ‖
‖        96 |  83482 |               4209 |   2.235e-02 |           78.2063 ‖
‖        97 |  83931 |               4733 |   2.235e-02 |           78.2061 ‖
‖        98 |  84312 |               5297 |   2.236e-02 |           78.2060 ‖
‖        99 |  84917 |               5663 |   2.239e-02 |           78.2056 ‖
‖       100 |  85736 |               5845 |   2.241e-02 |           78.2059 ‖
‖       101 |  86658 |               5933 |   2.243e-02 |           78.2062 ‖
‖       102 |  87672 |               5942 |   2.244e-02 |           78.2063 ‖
‖       103 |  88669 |               5963 |   2.246e-02 |           78.2061 ‖
‖       104 |  89693 |               5963 |   2.248e-02 |           78.2075 ‖
‖       105 |  90717 |               5963 |   2.250e-02 |           78.2076 ‖
‖       106 |  91738 |               5965 |   2.249e-02 |           78.2076 ‖
‖       107 |  92762 |               5965 |   2.249e-02 |           78.2076 ‖
‖       108 |  93786 |               5965 |   2.249e-02 |           78.2076 ‖
‖       109 |  94809 |               5966 |   2.248e-02 |           78.2076 ‖
‖       110 |  95833 |               5966 |   2.247e-02 |           78.2076 ‖
‖       111 |  96853 |               5970 |   2.247e-02 |           78.2076 ‖
‖       112 |  97848 |               5998 |   2.246e-02 |           78.2076 ‖
‖       113 |  98851 |               6018 |   2.246e-02 |           78.2077 ‖
‖       114 |  99835 |               6058 |   2.248e-02 |           78.2076 ‖
‖       115 | 100821 |               6092 |   2.248e-02 |           78.2076 ‖
‖       116 | 101825 |               6110 |   2.248e-02 |           78.2077 ‖
‖       117 | 102836 |               6121 |   2.249e-02 |           78.2076 ‖
‖       118 | 103690 |               6287 |   2.248e-02 |           78.0156 ‖
‖       119 | 104599 |               6393 |   2.245e-02 |           78.0151 ‖
‖       120 | 105425 |               6579 |   2.244e-02 |           78.0150 ‖
‖       121 | 106247 |               6764 |   2.243e-02 |           78.0151 ‖
‖       122 | 107189 |               6837 |   2.242e-02 |           78.0150 ‖
‖       123 | 108091 |               6953 |   2.242e-02 |           77.8118 ‖
‖       124 | 109040 |               7017 |   2.242e-02 |           77.7211 ‖
‖       125 | 110041 |               7029 |   2.243e-02 |           77.7210 ‖
‖       126 | 110798 |               7277 |   2.244e-02 |           77.3222 ‖
‖       127 | 111716 |               7381 |   2.244e-02 |           77.1617 ‖
‖       128 | 112714 |               7396 |   2.243e-02 |           77.1595 ‖
‖       129 | 113738 |               7396 |   2.242e-02 |           77.1595 ‖
‖       130 | 114762 |               7396 |   2.241e-02 |           77.1595 ‖
‖       131 | 115774 |               7403 |   2.241e-02 |           77.1530 ‖
‖       132 | 116627 |               7573 |   2.240e-02 |           76.8325 ‖
‖       133 | 117593 |               7623 |   2.239e-02 |           76.7567 ‖
‖       134 | 118596 |               7641 |   2.237e-02 |           76.7315 ‖
‖       135 | 119616 |               7644 |   2.235e-02 |           76.7303 ‖
‖       136 | 120631 |               7653 |   2.233e-02 |           76.7304 ‖
‖       137 | 121639 |               7669 |   2.232e-02 |           76.7151 ‖
‖       138 | 122652 |               7677 |   2.230e-02 |           76.7147 ‖
‖       139 | 123661 |               7692 |   2.228e-02 |           76.7148 ‖
‖       140 | 124543 |               7828 |   2.228e-02 |           76.5453 ‖
‖       141 | 125425 |               7967 |   2.228e-02 |           76.3354 ‖
‖       142 | 126422 |               7988 |   2.226e-02 |           76.3273 ‖
‖       143 | 127333 |               8100 |   2.226e-02 |           76.1312 ‖
‖       144 | 128349 |               8105 |   2.225e-02 |           76.1287 ‖
‖       145 | 129359 |               8112 |   2.224e-02 |           76.1285 ‖
‖       146 | 130300 |               8195 |   2.224e-02 |           75.9763 ‖
‖       147 | 131314 |               8203 |   2.223e-02 |           75.9734 ‖
‖       148 | 132293 |               8234 |   2.222e-02 |           75.9544 ‖
‖       149 | 133183 |               8367 |   2.222e-02 |           75.7093 ‖
‖       150 | 134029 |               8507 |   2.221e-02 |           75.5490 ‖
‖       151 | 135000 |               8555 |   2.221e-02 |           75.4929 ‖
‖       152 | 135947 |               8630 |   2.219e-02 |           75.3818 ‖
‖       153 | 136919 |               8675 |   2.218e-02 |           75.3817 ‖
‖       154 | 137862 |               8749 |   2.217e-02 |           75.3532 ‖
‖       155 | 138796 |               8833 |   2.216e-02 |           75.2472 ‖
‖       156 | 139715 |               8928 |   2.214e-02 |           75.2472 ‖
‖       157 | 140529 |               9127 |   2.213e-02 |           75.2176 ‖
‖       158 | 141250 |               9405 |   2.213e-02 |           75.1582 ‖
‖       159 | 142102 |               9552 |   2.213e-02 |           75.1467 ‖
‖       160 | 143066 |               9600 |   2.212e-02 |           75.1467 ‖
‖       161 | 144082 |               9607 |   2.212e-02 |           75.1467 ‖
‖       162 | 145104 |               9608 |   2.212e-02 |           75.1467 ‖
‖       163 | 146114 |               9621 |   2.213e-02 |           75.1214 ‖
‖       164 | 147127 |               9632 |   2.213e-02 |           75.1057 ‖
‖       165 | 148135 |               9642 |   2.212e-02 |           75.0977 ‖
‖       166 | 149052 |               9748 |   2.212e-02 |           74.8983 ‖
‖       167 | 149981 |               9840 |   2.212e-02 |           74.7452 ‖
‖       168 | 150946 |               9886 |   2.212e-02 |           74.6850 ‖
‖       169 | 151911 |               9945 |   2.211e-02 |           74.5777 ‖
‖       170 | 152927 |               9953 |   2.209e-02 |           74.5580 ‖
‖       171 | 153947 |               9955 |   2.209e-02 |           74.5580 ‖
‖       172 | 154952 |               9974 |   2.208e-02 |           74.5340 ‖
‖       173 | 155935 |              10013 |   2.206e-02 |           74.4696 ‖
‖       174 | 156931 |              10038 |   2.204e-02 |           74.4696 ‖
‖       175 | 157931 |              10062 |   2.202e-02 |           74.4141 ‖
‖       176 | 158947 |              10067 |   2.199e-02 |           74.4127 ‖
‖       177 | 159960 |              10078 |   2.197e-02 |           74.4125 ‖
‖       178 | 160980 |              10080 |   2.196e-02 |           74.4126 ‖
‖       179 | 162004 |              10080 |   2.195e-02 |           74.4126 ‖
‖       180 | 163018 |              10089 |   2.193e-02 |           74.4121 ‖
‖       181 | 163993 |              10134 |   2.191e-02 |           74.4118 ‖
‖       182 | 165007 |              10144 |   2.189e-02 |           74.4117 ‖
‖       183 | 166028 |              10147 |   2.187e-02 |           74.4118 ‖
‖       184 | 167052 |              10147 |   2.185e-02 |           74.4118 ‖
‖       185 | 168071 |              10152 |   2.183e-02 |           74.4116 ‖
‖       186 | 169082 |              10165 |   2.181e-02 |           74.4115 ‖
‖       187 | 170059 |              10209 |   2.179e-02 |           74.4116 ‖
‖       188 | 170948 |              10336 |   2.178e-02 |           74.4116 ‖
‖       189 | 171702 |              10588 |   2.177e-02 |           74.4115 ‖
‖       190 | 172275 |              10999 |   2.176e-02 |           74.4114 ‖
‖       191 | 172689 |              11567 |   2.177e-02 |           74.4114 ‖
‖       192 | 173097 |              12142 |   2.177e-02 |           74.4054 ‖
‖       193 | 173831 |              12397 |   2.176e-02 |           74.1927 ‖
‖       194 | 174719 |              12508 |   2.175e-02 |           74.1417 ‖
‖       195 | 175575 |              12667 |   2.174e-02 |           74.0150 ‖
‖       196 | 176433 |              12827 |   2.173e-02 |           73.8699 ‖
‖       197 | 177264 |              12997 |   2.172e-02 |           73.8493 ‖
‖       198 | 178126 |              13136 |   2.171e-02 |           73.8493 ‖
‖       199 | 178952 |              13318 |   2.170e-02 |           73.8238 ‖
‖       200 | 179890 |              13393 |   2.168e-02 |           73.8238 ‖
‖       201 | 180784 |              13520 |   2.167e-02 |           73.6815 ‖
‖       202 | 181707 |              13611 |   2.166e-02 |           73.5698 ‖
‖       203 | 182693 |              13637 |   2.164e-02 |           73.5697 ‖
‖       204 | 183655 |              13698 |   2.163e-02 |           73.4570 ‖
‖       205 | 184616 |              13753 |   2.162e-02 |           73.3636 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.122 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5328.vnnlib: unknown
--- Verification time: 20.1417 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (873/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1264.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1264.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1264.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.943e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.828e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.771e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.535e-02 |           85.8475 ‖
‖         5 |     14 |                  1 |   3.570e-02 |           83.4820 ‖
‖         6 |     25 |                  4 |   3.481e-02 |           73.9890 ‖
‖         6 |      0 |                  5 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.117 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1264.vnnlib: sat
--- Verification time: 0.1275 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (874/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_183.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_183.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_183.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.899e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.763e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.695e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   5.569e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   5.442e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   5.391e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   5.239e-02 |          100.0001 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.185 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_183.vnnlib: sat
--- Verification time: 0.1950 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (875/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7091.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7091.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7091.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.684e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.595e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.408e-02 |           81.6916 ‖
‖         4 |      6 |                  2 |   3.374e-02 |           75.0000 ‖
‖         5 |     10 |                  4 |   3.313e-02 |           61.8681 ‖
‖         6 |     16 |                  8 |   3.223e-02 |           46.8230 ‖
‖         7 |     24 |                 15 |   3.157e-02 |           34.7076 ‖
‖         8 |     32 |                 30 |   3.052e-02 |           22.1476 ‖
‖         9 |     40 |                 52 |   2.990e-02 |           14.3094 ‖
‖        10 |     42 |                 90 |   2.647e-02 |            6.7432 ‖
‖        11 |     30 |                137 |   2.713e-02 |            2.5685 ‖
‖        12 |     22 |                172 |   2.509e-02 |            0.7853 ‖
‖        13 |     13 |                198 |   2.594e-02 |            0.2549 ‖
‖        14 |      9 |                214 |   2.444e-02 |            0.0586 ‖
‖        15 |      3 |                226 |   2.477e-02 |            0.0117 ‖
‖        16 |      1 |                230 |   1.803e-02 |            0.0000 ‖
‖        17 |      0 |                231 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.420 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7091.vnnlib: unsat
--- Verification time: 0.4301 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (876/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7090.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7090.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7090.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.811e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.022 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7090.vnnlib: unsat
--- Verification time: 0.0318 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (877/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5292.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5292.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5292.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.008e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5292.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (878/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3587.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3587.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3587.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.114e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3587.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (879/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1590.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1590.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1590.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.811e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1590.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (880/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2042.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2042.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2042.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.882e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2042.vnnlib: unsat
--- Verification time: 0.0194 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (881/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_870.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_870.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_870.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.338e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_870.vnnlib: sat
--- Verification time: 0.0196 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (882/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4529.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4529.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4529.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.002e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4529.vnnlib: sat
--- Verification time: 0.0220 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (883/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3183.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3183.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3183.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.451e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.351e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   3.284e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.224e-02 |           98.9464 ‖
‖         5 |     15 |                  1 |   3.183e-02 |           92.0378 ‖
‖         6 |     25 |                  6 |   3.112e-02 |           74.5147 ‖
‖         7 |     35 |                 20 |   2.981e-02 |           48.0804 ‖
‖         8 |     46 |                 41 |   2.977e-02 |           32.1609 ‖
‖         9 |     59 |                 72 |   2.945e-02 |           21.1021 ‖
‖        10 |     75 |                113 |   2.848e-02 |           11.3182 ‖
‖        11 |     78 |                176 |   2.840e-02 |            6.1394 ‖
‖        12 |     86 |                240 |   2.816e-02 |            3.5507 ‖
‖        13 |     91 |                318 |   2.784e-02 |            1.9615 ‖
‖        14 |     52 |                443 |   2.543e-02 |            0.4538 ‖
‖        15 |     29 |                507 |   2.487e-02 |            0.1266 ‖
‖        16 |     20 |                539 |   2.551e-02 |            0.0423 ‖
‖        17 |      5 |                570 |   2.468e-02 |            0.0061 ‖
‖        18 |      3 |                576 |   2.434e-02 |            0.0009 ‖
‖        19 |      0 |                581 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.678 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3183.vnnlib: unsat
--- Verification time: 0.6885 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (884/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_664.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_664.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_664.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.002e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_664.vnnlib: unsat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (885/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3724.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3724.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3724.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.429e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.331e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   5.186e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   5.085e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   4.999e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.876e-02 |          100.0000 ‖
‖         6 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.101 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3724.vnnlib: sat
--- Verification time: 0.1130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (886/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1927.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1927.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1927.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.456e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1927.vnnlib: sat
--- Verification time: 0.0157 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (887/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3663.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3663.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3663.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.821e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.694e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.618e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.542e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.474e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.388e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.311e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.240e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.173e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.110e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.038e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   3.961e-02 |          100.0002 ‖
‖        13 |   3071 |                  1 |   3.902e-02 |           99.9536 ‖
‖        14 |   4095 |                  1 |   3.852e-02 |           99.9536 ‖
‖        15 |   5119 |                  1 |   3.805e-02 |           99.9531 ‖
‖        16 |   6100 |                 44 |   3.770e-02 |           99.2203 ‖
‖        17 |   7120 |                 46 |   3.737e-02 |           99.2201 ‖
‖        18 |   8144 |                 46 |   3.709e-02 |           99.2201 ‖
‖        19 |   9168 |                 46 |   3.684e-02 |           99.2197 ‖
‖        20 |  10192 |                 46 |   3.666e-02 |           99.2191 ‖
‖        21 |  11216 |                 46 |   3.641e-02 |           99.2187 ‖
‖        22 |  12240 |                 46 |   3.615e-02 |           99.2188 ‖
‖        23 |  13264 |                 46 |   3.592e-02 |           99.2185 ‖
‖        24 |  14288 |                 46 |   3.570e-02 |           99.2178 ‖
‖        25 |  15048 |                309 |   3.543e-02 |           97.2236 ‖
‖        26 |  16049 |                326 |   3.525e-02 |           97.0917 ‖
‖        27 |  17057 |                334 |   3.506e-02 |           97.0916 ‖
‖        28 |  18081 |                334 |   3.484e-02 |           97.0913 ‖
‖        29 |  19105 |                334 |   3.466e-02 |           97.0861 ‖
‖        30 |  20129 |                334 |   3.448e-02 |           97.0864 ‖
‖        31 |  21153 |                334 |   3.428e-02 |           97.0867 ‖
‖        32 |  22177 |                334 |   3.409e-02 |           97.0866 ‖
‖        33 |  23201 |                334 |   3.390e-02 |           97.0861 ‖
‖        34 |  24225 |                334 |   3.371e-02 |           97.0862 ‖
‖        35 |  25249 |                334 |   3.354e-02 |           97.0858 ‖
‖        36 |  26273 |                334 |   3.337e-02 |           97.0858 ‖
‖        37 |  27297 |                334 |   3.320e-02 |           97.0856 ‖
‖        38 |  28321 |                334 |   3.304e-02 |           97.0857 ‖
‖        39 |  29345 |                334 |   3.289e-02 |           97.0859 ‖
‖        40 |  30369 |                334 |   3.272e-02 |           97.0868 ‖
‖        41 |  31393 |                334 |   3.258e-02 |           97.0869 ‖
‖        42 |  32417 |                334 |   3.241e-02 |           97.0868 ‖
‖        43 |  33441 |                334 |   3.226e-02 |           97.0864 ‖
‖        44 |  34465 |                334 |   3.210e-02 |           97.0861 ‖
‖        45 |  35489 |                334 |   3.192e-02 |           97.0859 ‖
‖        46 |  36513 |                334 |   3.177e-02 |           97.0855 ‖
‖        47 |  37537 |                334 |   3.163e-02 |           97.0850 ‖
‖        48 |  38560 |                335 |   3.145e-02 |           97.0789 ‖
‖        49 |  39584 |                335 |   3.131e-02 |           97.0789 ‖
‖        50 |  40605 |                338 |   3.117e-02 |           97.0798 ‖
‖        51 |  41601 |                366 |   3.100e-02 |           97.0438 ‖
‖        52 |  42329 |                650 |   3.087e-02 |           96.2436 ‖
‖        53 |  43118 |                824 |   3.072e-02 |           95.8675 ‖
‖        54 |  43882 |               1073 |   3.060e-02 |           94.9867 ‖
‖        55 |  44692 |               1281 |   3.051e-02 |           93.9919 ‖
‖        56 |  45610 |               1373 |   3.041e-02 |           93.7480 ‖
‖        57 |  46554 |               1448 |   3.033e-02 |           93.7264 ‖
‖        58 |  47439 |               1570 |   3.027e-02 |           93.6429 ‖
‖        59 |  48289 |               1730 |   3.018e-02 |           93.6429 ‖
‖        60 |  49113 |               1914 |   3.011e-02 |           93.6418 ‖
‖        61 |  49710 |               2282 |   3.013e-02 |           93.6412 ‖
‖        62 |  50282 |               2693 |   3.013e-02 |           93.6332 ‖
‖        63 |  50791 |               3156 |   3.015e-02 |           93.2618 ‖
‖        64 |  51464 |               3474 |   3.016e-02 |           93.0044 ‖
‖        65 |  52271 |               3662 |   3.012e-02 |           92.9991 ‖
‖        66 |  53134 |               3807 |   3.008e-02 |           92.9720 ‖
‖        67 |  54024 |               3922 |   3.006e-02 |           92.9543 ‖
‖        68 |  54936 |               4024 |   2.999e-02 |           92.9545 ‖
‖        69 |  55867 |               4105 |   2.992e-02 |           92.9528 ‖
‖        70 |  56784 |               4208 |   2.988e-02 |           92.9530 ‖
‖        71 |  57618 |               4388 |   2.980e-02 |           92.9527 ‖
‖        72 |  58385 |               4624 |   2.976e-02 |           92.9378 ‖
‖        73 |  59052 |               4943 |   2.976e-02 |           92.9225 ‖
‖        74 |  59644 |               5338 |   2.972e-02 |           92.9225 ‖
‖        75 |  60145 |               5823 |   2.973e-02 |           92.9224 ‖
‖        76 |  60666 |               6295 |   2.977e-02 |           92.9220 ‖
‖        77 |  61330 |               6620 |   2.975e-02 |           92.9219 ‖
‖        78 |  62154 |               6806 |   2.973e-02 |           92.9203 ‖
‖        79 |  63095 |               6875 |   2.973e-02 |           92.9202 ‖
‖        80 |  64107 |               6886 |   2.965e-02 |           92.9204 ‖
‖        81 |  65127 |               6890 |   2.961e-02 |           92.9204 ‖
‖        82 |  66138 |               6900 |   2.958e-02 |           92.9161 ‖
‖        83 |  67136 |               6921 |   2.951e-02 |           92.9130 ‖
‖        84 |  68123 |               6957 |   2.946e-02 |           92.8981 ‖
‖        85 |  69102 |               6995 |   2.944e-02 |           92.8946 ‖
‖        86 |  70069 |               7048 |   2.936e-02 |           92.8946 ‖
‖        87 |  70978 |               7154 |   2.931e-02 |           92.8827 ‖
‖        88 |  71848 |               7292 |   2.928e-02 |           92.8785 ‖
‖        89 |  72661 |               7484 |   2.921e-02 |           92.8687 ‖
‖        90 |  73392 |               7755 |   2.919e-02 |           92.8676 ‖
‖        91 |  74149 |               8000 |   2.918e-02 |           92.8679 ‖
‖        92 |  74889 |               8268 |   2.912e-02 |           92.8681 ‖
‖        93 |  75503 |               8657 |   2.911e-02 |           92.8671 ‖
‖        94 |  76208 |               8957 |   2.911e-02 |           92.8655 ‖
‖        95 |  76827 |               9343 |   2.908e-02 |           92.8661 ‖
‖        96 |  77635 |               9545 |   2.905e-02 |           92.8660 ‖
‖        97 |  78609 |               9590 |   2.903e-02 |           92.8655 ‖
‖        98 |  79597 |               9622 |   2.896e-02 |           92.8652 ‖
‖        99 |  80582 |               9659 |   2.891e-02 |           92.8650 ‖
‖       100 |  81560 |               9698 |   2.889e-02 |           92.8653 ‖
‖       101 |  82532 |               9746 |   2.881e-02 |           92.8656 ‖
‖       102 |  83490 |               9808 |   2.876e-02 |           92.8656 ‖
‖       103 |  84385 |               9925 |   2.873e-02 |           92.8658 ‖
‖       104 |  85247 |              10080 |   2.866e-02 |           92.8657 ‖
‖       105 |  86062 |              10279 |   2.861e-02 |           92.8659 ‖
‖       106 |  86925 |              10433 |   2.860e-02 |           92.8663 ‖
‖       107 |  87735 |              10638 |   2.853e-02 |           92.8664 ‖
‖       108 |  88613 |              10776 |   2.849e-02 |           92.8666 ‖
‖       109 |  89492 |              10910 |   2.848e-02 |           92.8667 ‖
‖       110 |  90467 |              10953 |   2.840e-02 |           92.8668 ‖
‖       111 |  91432 |              11006 |   2.835e-02 |           92.8667 ‖
‖       112 |  92401 |              11051 |   2.832e-02 |           92.8666 ‖
‖       113 |  93339 |              11134 |   2.824e-02 |           92.8667 ‖
‖       114 |  94253 |              11237 |   2.819e-02 |           92.8667 ‖
‖       115 |  95222 |              11290 |   2.816e-02 |           92.8668 ‖
‖       116 |  96154 |              11376 |   2.809e-02 |           92.8667 ‖
‖       117 |  97129 |              11421 |   2.805e-02 |           92.8667 ‖
‖       118 |  98112 |              11460 |   2.802e-02 |           92.8667 ‖
‖       119 |  99040 |              11554 |   2.795e-02 |           92.8667 ‖
‖       120 |  99946 |              11661 |   2.790e-02 |           92.8605 ‖
‖       121 | 100887 |              11738 |   2.786e-02 |           92.8606 ‖
‖       122 | 101783 |              11861 |   2.780e-02 |           92.8606 ‖
‖       123 | 102667 |              11999 |   2.776e-02 |           92.8606 ‖
‖       124 | 103590 |              12095 |   2.774e-02 |           92.8606 ‖
‖       125 | 104331 |              12354 |   2.769e-02 |           92.8606 ‖
‖       126 | 105115 |              12583 |   2.767e-02 |           92.8606 ‖
‖       127 | 105901 |              12808 |   2.765e-02 |           92.8606 ‖
‖       128 | 106564 |              13111 |   2.762e-02 |           92.8606 ‖
‖       129 | 107155 |              13502 |   2.760e-02 |           92.7733 ‖
‖       130 | 107739 |              13889 |   2.758e-02 |           92.7734 ‖
‖       131 | 108411 |              14191 |   2.754e-02 |           92.7734 ‖
‖       132 | 109003 |              14569 |   2.754e-02 |           92.7143 ‖
‖       133 | 109356 |              15157 |   2.753e-02 |           92.5291 ‖
‖       134 | 109764 |              15711 |   2.750e-02 |           92.3733 ‖
‖       135 | 110171 |              16253 |   2.748e-02 |           92.3173 ‖
‖       136 | 110718 |              16676 |   2.745e-02 |           92.3173 ‖
‖       137 | 110714 |              17603 |   2.745e-02 |           91.7382 ‖
‖       138 | 111085 |              18155 |   2.746e-02 |           91.7382 ‖
‖       139 | 111536 |              18652 |   2.744e-02 |           91.4697 ‖
‖       140 | 111718 |              19455 |   2.742e-02 |           90.5549 ‖
‖       141 | 112174 |              19939 |   2.739e-02 |           90.3134 ‖
‖       142 | 112549 |              20551 |   2.736e-02 |           89.6680 ‖
‖       143 | 113270 |              20812 |   2.736e-02 |           89.6680 ‖
‖       144 | 113953 |              21115 |   2.734e-02 |           89.6680 ‖
‖       145 | 114711 |              21346 |   2.736e-02 |           89.5887 ‖
‖       146 | 115628 |              21440 |   2.735e-02 |           89.5887 ‖
‖       147 | 116429 |              21649 |   2.732e-02 |           89.5195 ‖
‖       148 | 116933 |              22127 |   2.730e-02 |           88.9381 ‖
‖       149 | 117547 |              22508 |   2.730e-02 |           88.7053 ‖
‖       150 | 117984 |              23050 |   2.729e-02 |           88.7053 ‖
‖       151 | 118522 |              23461 |   2.730e-02 |           88.7053 ‖
‖       152 | 119157 |              23822 |   2.729e-02 |           88.7053 ‖
‖       153 | 119775 |              24190 |   2.729e-02 |           88.6125 ‖
‖       154 | 120609 |              24345 |   2.729e-02 |           88.6098 ‖
‖       155 | 121282 |              24683 |   2.726e-02 |           88.6098 ‖
‖       156 | 122042 |              24891 |   2.727e-02 |           88.6098 ‖
‖       157 | 122790 |              25146 |   2.727e-02 |           88.6098 ‖
‖       158 | 123457 |              25468 |   2.727e-02 |           88.5876 ‖
‖       159 | 124037 |              25873 |   2.726e-02 |           88.5876 ‖
‖       160 | 124458 |              26433 |   2.727e-02 |           88.3129 ‖
‖       161 | 124785 |              27067 |   2.727e-02 |           88.0174 ‖
‖       162 | 125181 |              27650 |   2.727e-02 |           87.5150 ‖
‖       163 | 125630 |              28209 |   2.726e-02 |           86.8778 ‖
‖       164 | 126265 |              28569 |   2.724e-02 |           86.4411 ‖
‖       165 | 127177 |              28667 |   2.723e-02 |           86.3615 ‖
‖       166 | 128143 |              28718 |   2.720e-02 |           86.3615 ‖
‖       167 | 129034 |              28837 |   2.720e-02 |           86.2364 ‖
‖       168 | 129798 |              29080 |   2.718e-02 |           85.9478 ‖
‖       169 | 130599 |              29281 |   2.716e-02 |           85.8929 ‖
‖       170 | 131273 |              29605 |   2.716e-02 |           85.4529 ‖
‖       171 | 132045 |              29840 |   2.714e-02 |           85.1714 ‖
‖       172 | 132832 |              30056 |   2.712e-02 |           85.0894 ‖
‖       173 | 133675 |              30212 |   2.710e-02 |           85.0790 ‖
‖       174 | 134434 |              30454 |   2.707e-02 |           85.0790 ‖
‖       175 | 135168 |              30715 |   2.706e-02 |           85.0783 ‖
‖       176 | 135889 |              30991 |   2.705e-02 |           85.0761 ‖
‖       177 | 136540 |              31330 |   2.703e-02 |           85.0761 ‖
‖       178 | 137194 |              31671 |   2.703e-02 |           85.0751 ‖
‖       179 | 137773 |              32090 |   2.705e-02 |           85.0751 ‖
‖       180 | 138214 |              32656 |   2.703e-02 |           85.0751 ‖
‖       181 | 138625 |              33215 |   2.704e-02 |           85.0751 ‖
‖       182 | 139128 |              33681 |   2.704e-02 |           85.0750 ‖
‖       183 | 139611 |              34200 |   2.703e-02 |           84.9674 ‖
‖       184 | 140189 |              34621 |   2.705e-02 |           84.9674 ‖
‖       185 | 140728 |              35049 |   2.704e-02 |           84.9674 ‖
‖       186 | 141345 |              35426 |   2.705e-02 |           84.8858 ‖
‖       187 | 142135 |              35640 |   2.706e-02 |           84.8090 ‖
‖       188 | 142900 |              35863 |   2.706e-02 |           84.7903 ‖
‖       189 | 143840 |              35931 |   2.705e-02 |           84.7903 ‖
‖       190 | 144833 |              35955 |   2.703e-02 |           84.7897 ‖
‖       191 | 145729 |              36067 |   2.704e-02 |           84.7898 ‖
‖       192 | 146678 |              36130 |   2.703e-02 |           84.7898 ‖
‖       193 | 147526 |              36288 |   2.703e-02 |           84.7897 ‖
‖       194 | 148340 |              36473 |   2.703e-02 |           84.7897 ‖
‖       195 | 149077 |              36725 |   2.702e-02 |           84.7898 ‖
‖       196 | 149849 |              36953 |   2.700e-02 |           84.7847 ‖
‖       197 | 150607 |              37210 |   2.700e-02 |           84.7465 ‖
‖       198 | 151322 |              37502 |   2.698e-02 |           84.7464 ‖
‖       199 | 151974 |              37842 |   2.697e-02 |           84.7464 ‖
‖       200 | 152520 |              38299 |   2.699e-02 |           84.7465 ‖
‖       201 | 152984 |              38809 |   2.699e-02 |           84.7465 ‖
‖       202 | 153700 |              39091 |   2.699e-02 |           84.7464 ‖
‖       203 | 154444 |              39357 |   2.697e-02 |           84.7464 ‖
‖       204 | 155306 |              39506 |   2.695e-02 |           84.7464 ‖
‖       205 | 156182 |              39639 |   2.695e-02 |           84.7321 ‖
‖       206 | 157172 |              39669 |   2.694e-02 |           84.7321 ‖
‖       207 | 158113 |              39745 |   2.691e-02 |           84.7321 ‖
‖       208 | 158976 |              39891 |   2.691e-02 |           84.6651 ‖
‖       209 | 159752 |              40123 |   2.691e-02 |           84.5709 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.026 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3663.vnnlib: unknown
--- Verification time: 20.0420 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (888/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6661.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6661.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6661.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.121e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   7.843e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   7.704e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.425e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   7.134e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.074 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6661.vnnlib: sat
--- Verification time: 0.0888 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (889/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1595.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1595.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1595.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.562e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1595.vnnlib: unsat
--- Verification time: 0.0137 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (890/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_82.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_82.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_82.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.124e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.032e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.946e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.874e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.713e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.644e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.574e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.515e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   3.420e-02 |           99.9999 ‖
‖        10 |    511 |                  1 |   3.352e-02 |           99.6185 ‖
‖        11 |   1015 |                  7 |   3.290e-02 |           98.8309 ‖
‖        12 |   1990 |                 45 |   3.226e-02 |           96.2562 ‖
‖        13 |   2893 |                160 |   3.179e-02 |           92.3975 ‖
‖        14 |   3825 |                244 |   3.151e-02 |           91.1138 ‖
‖        15 |   4657 |                417 |   3.126e-02 |           88.9703 ‖
‖        16 |   5314 |                766 |   3.091e-02 |           85.3768 ‖
‖        17 |   5978 |               1083 |   3.073e-02 |           84.1855 ‖
‖        18 |   6448 |               1607 |   3.053e-02 |           82.1459 ‖
‖        19 |   7004 |               2040 |   3.043e-02 |           81.4475 ‖
‖        20 |   7592 |               2429 |   3.038e-02 |           81.0819 ‖
‖        21 |   8072 |               2927 |   3.026e-02 |           79.5077 ‖
‖        22 |   8681 |               3304 |   3.017e-02 |           78.9249 ‖
‖        23 |   9255 |               3718 |   3.001e-02 |           77.7903 ‖
‖        24 |   9741 |               4227 |   2.979e-02 |           75.4950 ‖
‖        25 |  10212 |               4692 |   2.962e-02 |           74.0584 ‖
‖        26 |  10804 |               5101 |   2.938e-02 |           72.8246 ‖
‖        27 |  11464 |               5444 |   2.920e-02 |           71.7435 ‖
‖        28 |  11994 |               5893 |   2.901e-02 |           71.2059 ‖
‖        29 |  12507 |               6366 |   2.883e-02 |           70.7301 ‖
‖        30 |  13002 |               6864 |   2.869e-02 |           69.8808 ‖
‖        31 |  13648 |               7214 |   2.861e-02 |           69.2996 ‖
‖        32 |  14322 |               7535 |   2.857e-02 |           69.0211 ‖
‖        33 |  15198 |               7671 |   2.847e-02 |           68.7924 ‖
‖        34 |  16070 |               7813 |   2.833e-02 |           68.5115 ‖
‖        35 |  16817 |               8066 |   2.818e-02 |           68.2330 ‖
‖        36 |  17631 |               8259 |   2.803e-02 |           68.1146 ‖
‖        37 |  18426 |               8471 |   2.794e-02 |           68.0827 ‖
‖        38 |  19274 |               8627 |   2.784e-02 |           68.0493 ‖
‖        39 |  20086 |               8805 |   2.770e-02 |           68.0067 ‖
‖        40 |  21004 |               8896 |   2.761e-02 |           67.9753 ‖
‖        41 |  21623 |               9281 |   2.752e-02 |           66.8444 ‖
‖        42 |  22347 |               9507 |   2.749e-02 |           66.5264 ‖
‖        43 |  22984 |               9878 |   2.744e-02 |           65.4446 ‖
‖        44 |  23703 |              10128 |   2.740e-02 |           65.1969 ‖
‖        45 |  24334 |              10496 |   2.734e-02 |           64.3580 ‖
‖        46 |  25082 |              10722 |   2.726e-02 |           64.3313 ‖
‖        47 |  25716 |              11089 |   2.720e-02 |           63.5241 ‖
‖        48 |  26394 |              11391 |   2.715e-02 |           62.7756 ‖
‖        49 |  27112 |              11666 |   2.707e-02 |           62.5267 ‖
‖        50 |  27870 |              11897 |   2.700e-02 |           62.3502 ‖
‖        51 |  28547 |              12224 |   2.691e-02 |           62.0348 ‖
‖        52 |  29191 |              12560 |   2.687e-02 |           61.8484 ‖
‖        53 |  29712 |              13031 |   2.679e-02 |           61.5534 ‖
‖        54 |  30393 |              13332 |   2.674e-02 |           61.4292 ‖
‖        55 |  31104 |              13627 |   2.667e-02 |           60.9884 ‖
‖        56 |  31785 |              13960 |   2.659e-02 |           60.4246 ‖
‖        57 |  32350 |              14368 |   2.653e-02 |           60.0524 ‖
‖        58 |  32864 |              14840 |   2.650e-02 |           59.6765 ‖
‖        59 |  33339 |              15292 |   2.650e-02 |           59.4284 ‖
‖        60 |  33927 |              15673 |   2.651e-02 |           59.0187 ‖
‖        61 |  34601 |              15969 |   2.652e-02 |           58.7365 ‖
‖        62 |  35260 |              16294 |   2.647e-02 |           58.5940 ‖
‖        63 |  36038 |              16508 |   2.646e-02 |           58.3861 ‖
‖        64 |  36870 |              16680 |   2.641e-02 |           58.3644 ‖
‖        65 |  37554 |              17003 |   2.634e-02 |           58.2341 ‖
‖        66 |  38289 |              17268 |   2.631e-02 |           58.1327 ‖
‖        67 |  38962 |              17586 |   2.623e-02 |           58.0864 ‖
‖        68 |  39726 |              17829 |   2.618e-02 |           58.0665 ‖
‖        69 |  40506 |              18054 |   2.615e-02 |           58.0580 ‖
‖        70 |  41207 |              18347 |   2.610e-02 |           57.9990 ‖
‖        71 |  42007 |              18553 |   2.607e-02 |           57.8306 ‖
‖        72 |  42791 |              18759 |   2.604e-02 |           57.7533 ‖
‖        73 |  43510 |              19037 |   2.601e-02 |           57.7055 ‖
‖        74 |  44345 |              19203 |   2.602e-02 |           57.6718 ‖
‖        75 |  45029 |              19512 |   2.599e-02 |           57.6522 ‖
‖        76 |  45727 |              19808 |   2.595e-02 |           57.6466 ‖
‖        77 |  46529 |              20009 |   2.592e-02 |           57.6254 ‖
‖        78 |  47224 |              20314 |   2.588e-02 |           57.6201 ‖
‖        79 |  47977 |              20569 |   2.584e-02 |           57.6005 ‖
‖        80 |  48639 |              20901 |   2.583e-02 |           57.5927 ‖
‖        81 |  48883 |              21626 |   2.580e-02 |           57.0088 ‖
‖        82 |  49206 |              22187 |   2.578e-02 |           56.9249 ‖
‖        83 |  49732 |              22604 |   2.577e-02 |           56.7897 ‖
‖        84 |  50549 |              22780 |   2.576e-02 |           56.7717 ‖
‖        85 |  51257 |              23068 |   2.576e-02 |           56.5700 ‖
‖        86 |  51739 |              23560 |   2.575e-02 |           56.0473 ‖
‖        87 |  52468 |              23820 |   2.573e-02 |           55.9857 ‖
‖        88 |  53149 |              24132 |   2.571e-02 |           55.8356 ‖
‖        89 |  53936 |              24344 |   2.569e-02 |           55.8309 ‖
‖        90 |  54420 |              24836 |   2.567e-02 |           55.5194 ‖
‖        91 |  54860 |              25356 |   2.565e-02 |           55.1902 ‖
‖        92 |  55513 |              25696 |   2.562e-02 |           55.1793 ‖
‖        93 |  56164 |              26038 |   2.560e-02 |           55.1753 ‖
‖        94 |  56802 |              26396 |   2.556e-02 |           55.1659 ‖
‖        95 |  57200 |              26992 |   2.553e-02 |           54.6565 ‖
‖        96 |  57657 |              27488 |   2.551e-02 |           54.5457 ‖
‖        97 |  58102 |              28029 |   2.548e-02 |           54.0924 ‖
‖        98 |  58556 |              28532 |   2.546e-02 |           53.8302 ‖
‖        99 |  59154 |              28934 |   2.544e-02 |           53.6410 ‖
‖       100 |  59668 |              29396 |   2.541e-02 |           53.5466 ‖
‖       101 |  60315 |              29749 |   2.538e-02 |           53.5322 ‖
‖       102 |  60900 |              30149 |   2.536e-02 |           53.3033 ‖
‖       103 |  61605 |              30443 |   2.533e-02 |           53.3000 ‖
‖       104 |  62148 |              30900 |   2.530e-02 |           53.0648 ‖
‖       105 |  62680 |              31356 |   2.526e-02 |           52.9886 ‖
‖       106 |  63197 |              31825 |   2.523e-02 |           52.9327 ‖
‖       107 |  63797 |              32220 |   2.522e-02 |           52.8042 ‖
‖       108 |  64478 |              32515 |   2.521e-02 |           52.7965 ‖
‖       109 |  64938 |              33060 |   2.518e-02 |           52.5308 ‖
‖       110 |  65464 |              33474 |   2.515e-02 |           52.5245 ‖
‖       111 |  65986 |              33957 |   2.513e-02 |           52.3629 ‖
‖       112 |  66678 |              34233 |   2.513e-02 |           52.3620 ‖
‖       113 |  67213 |              34679 |   2.511e-02 |           52.0650 ‖
‖       114 |  67787 |              35093 |   2.508e-02 |           51.9283 ‖
‖       115 |  68423 |              35429 |   2.507e-02 |           51.7684 ‖
‖       116 |  68939 |              35922 |   2.504e-02 |           51.3721 ‖
‖       117 |  69459 |              36346 |   2.501e-02 |           51.1846 ‖
‖       118 |  69959 |              36839 |   2.498e-02 |           50.9348 ‖
‖       119 |  70323 |              37397 |   2.497e-02 |           50.7125 ‖
‖       120 |  70734 |              37924 |   2.496e-02 |           50.3894 ‖
‖       121 |  71227 |              38395 |   2.495e-02 |           50.1276 ‖
‖       122 |  71683 |              38905 |   2.493e-02 |           49.8663 ‖
‖       123 |  72169 |              39365 |   2.493e-02 |           49.6856 ‖
‖       124 |  72596 |              39900 |   2.493e-02 |           49.3974 ‖
‖       125 |  72937 |              40509 |   2.494e-02 |           49.0730 ‖
‖       126 |  73409 |              41006 |   2.494e-02 |           48.7657 ‖
‖       127 |  73968 |              41421 |   2.494e-02 |           48.5248 ‖
‖       128 |  74499 |              41862 |   2.494e-02 |           48.3917 ‖
‖       129 |  75013 |              42318 |   2.492e-02 |           48.3806 ‖
‖       130 |  75462 |              42822 |   2.490e-02 |           48.3418 ‖
‖       131 |  75900 |              43349 |   2.491e-02 |           48.0616 ‖
‖       132 |  76274 |              43920 |   2.491e-02 |           47.8600 ‖
‖       133 |  76672 |              44485 |   2.490e-02 |           47.8276 ‖
‖       134 |  77271 |              44869 |   2.491e-02 |           47.7426 ‖
‖       135 |  77755 |              45373 |   2.488e-02 |           47.7417 ‖
‖       136 |  78197 |              45898 |   2.487e-02 |           47.6101 ‖
‖       137 |  78587 |              46465 |   2.485e-02 |           47.5949 ‖
‖       138 |  78988 |              47031 |   2.484e-02 |           47.5192 ‖
‖       139 |  79444 |              47563 |   2.484e-02 |           47.3980 ‖
‖       140 |  79840 |              48129 |   2.484e-02 |           47.2955 ‖
‖       141 |  80337 |              48594 |   2.482e-02 |           47.2686 ‖
‖       142 |  80830 |              49063 |   2.481e-02 |           47.2434 ‖
‖       143 |  81380 |              49505 |   2.479e-02 |           47.2024 ‖
‖       144 |  81966 |              49876 |   2.477e-02 |           47.1860 ‖
‖       145 |  82488 |              50333 |   2.476e-02 |           47.1657 ‖
‖       146 |  83133 |              50656 |   2.476e-02 |           47.1425 ‖
‖       147 |  83912 |              50868 |   2.478e-02 |           47.1208 ‖
‖       148 |  84547 |              51230 |   2.478e-02 |           47.0071 ‖
‖       149 |  85324 |              51448 |   2.478e-02 |           46.9673 ‖
‖       150 |  86041 |              51723 |   2.478e-02 |           46.8995 ‖
‖       151 |  86758 |              52009 |   2.477e-02 |           46.7286 ‖
‖       152 |  87537 |              52232 |   2.477e-02 |           46.5485 ‖
‖       153 |  88189 |              52581 |   2.476e-02 |           46.4857 ‖
‖       154 |  88970 |              52785 |   2.476e-02 |           46.3674 ‖
‖       155 |  89671 |              53081 |   2.475e-02 |           46.2803 ‖
‖       156 |  90379 |              53382 |   2.474e-02 |           46.2517 ‖
‖       157 |  91006 |              53750 |   2.473e-02 |           46.1863 ‖
‖       158 |  91534 |              54217 |   2.472e-02 |           46.1222 ‖
‖       159 |  92099 |              54647 |   2.472e-02 |           46.0155 ‖
‖       160 |  92642 |              55079 |   2.471e-02 |           45.9719 ‖
‖       161 |  93146 |              55548 |   2.470e-02 |           45.9334 ‖
‖       162 |  93780 |              55863 |   2.471e-02 |           45.8875 ‖
‖       163 |  94386 |              56255 |   2.471e-02 |           45.8554 ‖
‖       164 |  94977 |              56641 |   2.470e-02 |           45.8302 ‖
‖       165 |  95575 |              57016 |   2.469e-02 |           45.7954 ‖
‖       166 |  96195 |              57379 |   2.469e-02 |           45.7382 ‖
‖       167 |  96761 |              57800 |   2.468e-02 |           45.7307 ‖
‖       168 |  97279 |              58267 |   2.467e-02 |           45.7230 ‖
‖       169 |  97882 |              58644 |   2.466e-02 |           45.7097 ‖
‖       170 |  98482 |              59030 |   2.465e-02 |           45.6825 ‖
‖       171 |  99143 |              59355 |   2.464e-02 |           45.6604 ‖
‖       172 |  99625 |              59856 |   2.462e-02 |           45.6559 ‖
‖       173 | 100182 |              60287 |   2.463e-02 |           45.6241 ‖
‖       174 | 100644 |              60806 |   2.463e-02 |           45.6119 ‖
‖       175 | 100852 |              61573 |   2.462e-02 |           45.3205 ‖
‖       176 | 101120 |              62256 |   2.462e-02 |           45.2273 ‖
‖       177 | 101528 |              62819 |   2.461e-02 |           45.2147 ‖
‖       178 | 101888 |              63425 |   2.460e-02 |           45.1257 ‖
‖       179 | 102533 |              63751 |   2.460e-02 |           45.1034 ‖
‖       180 | 103168 |              64101 |   2.459e-02 |           45.0833 ‖
‖       181 | 103928 |              64334 |   2.458e-02 |           45.0709 ‖
‖       182 | 104527 |              64727 |   2.457e-02 |           44.9860 ‖
‖       183 | 105056 |              65183 |   2.456e-02 |           44.9430 ‖
‖       184 | 105601 |              65624 |   2.456e-02 |           44.9338 ‖
‖       185 | 105885 |              66320 |   2.455e-02 |           44.7120 ‖
‖       186 | 106367 |              66810 |   2.454e-02 |           44.6813 ‖
‖       187 | 106682 |              67461 |   2.453e-02 |           44.6405 ‖
‖       188 | 107127 |              67985 |   2.453e-02 |           44.6316 ‖
‖       189 | 107589 |              68493 |   2.453e-02 |           44.5602 ‖
‖       190 | 108156 |              68917 |   2.453e-02 |           44.5444 ‖
‖       191 | 108722 |              69321 |   2.452e-02 |           44.5418 ‖
‖       192 | 109380 |              69659 |   2.451e-02 |           44.5359 ‖
‖       193 | 110009 |              70012 |   2.451e-02 |           44.5325 ‖
‖       194 | 110444 |              70553 |   2.450e-02 |           44.3630 ‖
‖       195 | 110904 |              71054 |   2.449e-02 |           44.3285 ‖
‖       196 | 111237 |              71690 |   2.448e-02 |           44.1915 ‖
‖       197 | 111672 |              72217 |   2.447e-02 |           44.1379 ‖
‖       198 | 112114 |              72753 |   2.446e-02 |           44.1286 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.062 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_82.vnnlib: unknown
--- Verification time: 20.0771 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (891/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_778.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_778.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_778.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.533e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.444e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.374e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.257e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.196e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.115e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.048e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   2.975e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   2.939e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   2.877e-02 |           99.9998 ‖
‖        11 |   1024 |                  0 |   2.815e-02 |          100.0002 ‖
‖        11 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.242 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_778.vnnlib: sat
--- Verification time: 0.2527 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (892/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_272.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_272.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_272.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.895e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_272.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (893/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_157.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_157.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_157.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.334e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_157.vnnlib: unsat
--- Verification time: 0.0131 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (894/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6871.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6871.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6871.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.730e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6871.vnnlib: sat
--- Verification time: 0.0164 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (895/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2981.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2981.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2981.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.001e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.877e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.813e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.739e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   3.654e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.562e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.496e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.432e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.368e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   3.298e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.223e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   3.146e-02 |          100.0007 ‖
‖        13 |   3071 |                  1 |   3.095e-02 |           99.9716 ‖
‖        14 |   4095 |                  1 |   3.063e-02 |           99.9716 ‖
‖        15 |   5119 |                  1 |   3.038e-02 |           99.9707 ‖
‖        16 |   6129 |                 15 |   3.010e-02 |           99.7042 ‖
‖        17 |   7153 |                 15 |   2.986e-02 |           99.7040 ‖
‖        18 |   8177 |                 15 |   2.964e-02 |           99.7040 ‖
‖        19 |   9201 |                 15 |   2.944e-02 |           99.7039 ‖
‖        20 |  10225 |                 15 |   2.925e-02 |           99.7037 ‖
‖        21 |  11249 |                 15 |   2.904e-02 |           99.7034 ‖
‖        22 |  12273 |                 15 |   2.886e-02 |           99.7031 ‖
‖        23 |  13297 |                 15 |   2.869e-02 |           99.7028 ‖
‖        24 |  14321 |                 15 |   2.845e-02 |           99.7022 ‖
‖        25 |  15235 |                122 |   2.827e-02 |           98.8166 ‖
‖        26 |  16253 |                125 |   2.813e-02 |           98.8096 ‖
‖        27 |  17277 |                125 |   2.797e-02 |           98.8096 ‖
‖        28 |  18301 |                125 |   2.786e-02 |           98.8076 ‖
‖        29 |  19325 |                125 |   2.775e-02 |           98.8071 ‖
‖        30 |  20349 |                125 |   2.759e-02 |           98.8076 ‖
‖        31 |  21373 |                125 |   2.749e-02 |           98.8073 ‖
‖        32 |  22397 |                125 |   2.742e-02 |           98.8078 ‖
‖        33 |  23421 |                125 |   2.729e-02 |           98.8081 ‖
‖        34 |  24445 |                125 |   2.724e-02 |           98.8084 ‖
‖        35 |  25469 |                125 |   2.719e-02 |           98.8099 ‖
‖        36 |  26493 |                125 |   2.709e-02 |           98.8100 ‖
‖        37 |  27517 |                125 |   2.705e-02 |           98.8096 ‖
‖        38 |  28541 |                125 |   2.701e-02 |           98.8092 ‖
‖        39 |  29565 |                125 |   2.691e-02 |           98.8086 ‖
‖        40 |  30588 |                126 |   2.687e-02 |           98.8080 ‖
‖        41 |  31606 |                132 |   2.683e-02 |           98.8075 ‖
‖        42 |  32623 |                139 |   2.673e-02 |           98.8079 ‖
‖        43 |  33647 |                139 |   2.670e-02 |           98.8079 ‖
‖        44 |  34671 |                139 |   2.667e-02 |           98.8081 ‖
‖        45 |  35695 |                139 |   2.657e-02 |           98.8077 ‖
‖        46 |  36719 |                139 |   2.654e-02 |           98.8085 ‖
‖        47 |  37743 |                139 |   2.651e-02 |           98.8092 ‖
‖        48 |  38767 |                139 |   2.640e-02 |           98.8089 ‖
‖        49 |  39791 |                139 |   2.634e-02 |           98.8089 ‖
‖        50 |  40815 |                139 |   2.627e-02 |           98.8088 ‖
‖        51 |  41827 |                149 |   2.621e-02 |           98.7884 ‖
‖        52 |  42475 |                519 |   2.614e-02 |           97.4399 ‖
‖        53 |  43387 |                614 |   2.609e-02 |           97.0943 ‖
‖        54 |  44397 |                627 |   2.601e-02 |           97.0017 ‖
‖        55 |  45384 |                664 |   2.598e-02 |           96.8201 ‖
‖        56 |  46407 |                665 |   2.594e-02 |           96.8088 ‖
‖        57 |  47430 |                666 |   2.588e-02 |           96.8061 ‖
‖        58 |  48454 |                666 |   2.584e-02 |           96.8069 ‖
‖        59 |  49474 |                670 |   2.579e-02 |           96.8072 ‖
‖        60 |  50490 |                677 |   2.574e-02 |           96.7739 ‖
‖        61 |  51501 |                689 |   2.573e-02 |           96.7191 ‖
‖        62 |  52499 |                715 |   2.572e-02 |           96.7154 ‖
‖        63 |  53484 |                751 |   2.568e-02 |           96.7121 ‖
‖        64 |  54493 |                765 |   2.568e-02 |           96.7108 ‖
‖        65 |  55511 |                771 |   2.568e-02 |           96.7100 ‖
‖        66 |  56530 |                775 |   2.561e-02 |           96.7102 ‖
‖        67 |  57552 |                777 |   2.557e-02 |           96.7104 ‖
‖        68 |  58576 |                777 |   2.555e-02 |           96.7106 ‖
‖        69 |  59600 |                777 |   2.552e-02 |           96.7106 ‖
‖        70 |  60624 |                777 |   2.550e-02 |           96.7108 ‖
‖        71 |  61648 |                777 |   2.550e-02 |           96.7110 ‖
‖        72 |  62672 |                777 |   2.548e-02 |           96.7109 ‖
‖        73 |  63696 |                777 |   2.546e-02 |           96.7108 ‖
‖        74 |  64720 |                777 |   2.546e-02 |           96.7114 ‖
‖        75 |  65744 |                777 |   2.544e-02 |           96.7116 ‖
‖        76 |  66768 |                777 |   2.541e-02 |           96.7119 ‖
‖        77 |  67791 |                778 |   2.540e-02 |           96.7121 ‖
‖        78 |  68815 |                778 |   2.540e-02 |           96.7109 ‖
‖        79 |  69839 |                778 |   2.541e-02 |           96.7105 ‖
‖        80 |  70863 |                778 |   2.540e-02 |           96.7108 ‖
‖        81 |  71887 |                778 |   2.538e-02 |           96.7106 ‖
‖        82 |  72911 |                778 |   2.538e-02 |           96.7099 ‖
‖        83 |  73935 |                778 |   2.536e-02 |           96.7090 ‖
‖        84 |  74958 |                779 |   2.532e-02 |           96.7092 ‖
‖        85 |  75982 |                779 |   2.529e-02 |           96.7089 ‖
‖        86 |  77005 |                780 |   2.528e-02 |           96.7084 ‖
‖        87 |  78029 |                780 |   2.526e-02 |           96.7077 ‖
‖        88 |  79053 |                780 |   2.527e-02 |           96.7079 ‖
‖        89 |  80077 |                780 |   2.527e-02 |           96.7084 ‖
‖        90 |  81101 |                780 |   2.524e-02 |           96.7088 ‖
‖        91 |  82125 |                780 |   2.524e-02 |           96.7091 ‖
‖        92 |  83149 |                780 |   2.523e-02 |           96.7098 ‖
‖        93 |  84172 |                781 |   2.519e-02 |           96.7098 ‖
‖        94 |  85196 |                781 |   2.516e-02 |           96.7102 ‖
‖        95 |  86218 |                783 |   2.513e-02 |           96.7104 ‖
‖        96 |  87236 |                788 |   2.512e-02 |           96.7107 ‖
‖        97 |  88260 |                788 |   2.511e-02 |           96.7109 ‖
‖        98 |  89284 |                788 |   2.510e-02 |           96.7076 ‖
‖        99 |  90308 |                788 |   2.509e-02 |           96.7078 ‖
‖       100 |  91332 |                788 |   2.508e-02 |           96.7079 ‖
‖       101 |  92356 |                788 |   2.509e-02 |           96.7077 ‖
‖       102 |  93380 |                788 |   2.509e-02 |           96.7078 ‖
‖       103 |  94404 |                788 |   2.507e-02 |           96.7076 ‖
‖       104 |  95426 |                789 |   2.506e-02 |           96.7078 ‖
‖       105 |  96450 |                789 |   2.505e-02 |           96.7079 ‖
‖       106 |  97474 |                789 |   2.505e-02 |           96.7078 ‖
‖       107 |  98498 |                789 |   2.504e-02 |           96.7078 ‖
‖       108 |  99522 |                789 |   2.502e-02 |           96.7077 ‖
‖       109 | 100546 |                789 |   2.502e-02 |           96.7078 ‖
‖       110 | 101570 |                789 |   2.500e-02 |           96.7079 ‖
‖       111 | 102594 |                789 |   2.497e-02 |           96.7077 ‖
‖       112 | 103618 |                789 |   2.493e-02 |           96.7078 ‖
‖       113 | 104641 |                790 |   2.489e-02 |           96.7077 ‖
‖       114 | 105662 |                793 |   2.486e-02 |           96.7077 ‖
‖       115 | 106684 |                795 |   2.486e-02 |           96.7078 ‖
‖       116 | 107704 |                799 |   2.485e-02 |           96.7077 ‖
‖       117 | 108715 |                812 |   2.483e-02 |           96.7077 ‖
‖       118 | 109727 |                824 |   2.482e-02 |           96.7078 ‖
‖       119 | 110716 |                858 |   2.481e-02 |           96.7077 ‖
‖       120 | 111707 |                888 |   2.478e-02 |           96.7046 ‖
‖       121 | 112708 |                909 |   2.475e-02 |           96.7047 ‖
‖       122 | 113702 |                936 |   2.471e-02 |           96.7046 ‖
‖       123 | 114718 |                941 |   2.468e-02 |           96.7046 ‖
‖       124 | 115741 |                942 |   2.466e-02 |           96.7047 ‖
‖       125 | 116761 |                946 |   2.463e-02 |           96.7046 ‖
‖       126 | 117779 |                952 |   2.461e-02 |           96.7047 ‖
‖       127 | 118760 |                992 |   2.458e-02 |           96.7046 ‖
‖       128 | 119720 |               1054 |   2.456e-02 |           96.7045 ‖
‖       129 | 120640 |               1151 |   2.453e-02 |           96.6787 ‖
‖       130 | 121594 |               1211 |   2.452e-02 |           96.6787 ‖
‖       131 | 122566 |               1256 |   2.451e-02 |           96.6786 ‖
‖       132 | 123375 |               1454 |   2.449e-02 |           96.3896 ‖
‖       133 | 123913 |               1928 |   2.447e-02 |           95.5570 ‖
‖       134 | 124805 |               2000 |   2.446e-02 |           95.5379 ‖
‖       135 | 125553 |               2276 |   2.444e-02 |           95.0031 ‖
‖       136 | 126398 |               2431 |   2.443e-02 |           94.7705 ‖
‖       137 | 127364 |               2484 |   2.441e-02 |           94.7117 ‖
‖       138 | 128267 |               2594 |   2.439e-02 |           94.5019 ‖
‖       139 | 129283 |               2600 |   2.437e-02 |           94.5018 ‖
‖       140 | 130256 |               2650 |   2.435e-02 |           94.4251 ‖
‖       141 | 131098 |               2831 |   2.434e-02 |           94.0799 ‖
‖       142 | 131993 |               2957 |   2.433e-02 |           93.8436 ‖
‖       143 | 132962 |               3004 |   2.432e-02 |           93.7820 ‖
‖       144 | 133908 |               3082 |   2.431e-02 |           93.6114 ‖
‖       145 | 134888 |               3110 |   2.431e-02 |           93.5875 ‖
‖       146 | 135896 |               3125 |   2.429e-02 |           93.5689 ‖
‖       147 | 136908 |               3136 |   2.427e-02 |           93.5644 ‖
‖       148 | 137914 |               3153 |   2.426e-02 |           93.5643 ‖
‖       149 | 138914 |               3177 |   2.424e-02 |           93.5643 ‖
‖       150 | 139916 |               3197 |   2.422e-02 |           93.5644 ‖
‖       151 | 140921 |               3215 |   2.422e-02 |           93.5643 ‖
‖       152 | 141918 |               3239 |   2.421e-02 |           93.5643 ‖
‖       153 | 142937 |               3244 |   2.420e-02 |           93.5643 ‖
‖       154 | 143950 |               3254 |   2.420e-02 |           93.5643 ‖
‖       155 | 144891 |               3335 |   2.419e-02 |           93.4443 ‖
‖       156 | 145877 |               3370 |   2.418e-02 |           93.3988 ‖
‖       157 | 146887 |               3382 |   2.417e-02 |           93.3989 ‖
‖       158 | 147827 |               3461 |   2.417e-02 |           93.2647 ‖
‖       159 | 148772 |               3539 |   2.417e-02 |           93.0858 ‖
‖       160 | 149761 |               3569 |   2.417e-02 |           93.0443 ‖
‖       161 | 150732 |               3617 |   2.416e-02 |           93.0233 ‖
‖       162 | 151731 |               3642 |   2.416e-02 |           92.9829 ‖
‖       163 | 152731 |               3662 |   2.416e-02 |           92.9798 ‖
‖       164 | 153733 |               3684 |   2.415e-02 |           92.9799 ‖
‖       165 | 154701 |               3733 |   2.414e-02 |           92.9556 ‖
‖       166 | 155720 |               3737 |   2.413e-02 |           92.9556 ‖
‖       167 | 156717 |               3763 |   2.413e-02 |           92.9065 ‖
‖       168 | 157728 |               3775 |   2.413e-02 |           92.8844 ‖
‖       169 | 158748 |               3778 |   2.413e-02 |           92.8820 ‖
‖       170 | 159761 |               3787 |   2.413e-02 |           92.8745 ‖
‖       171 | 160783 |               3789 |   2.413e-02 |           92.8729 ‖
‖       172 | 161805 |               3791 |   2.412e-02 |           92.8729 ‖
‖       173 | 162815 |               3804 |   2.411e-02 |           92.8730 ‖
‖       174 | 163809 |               3830 |   2.409e-02 |           92.8729 ‖
‖       175 | 164811 |               3850 |   2.408e-02 |           92.8728 ‖
‖       176 | 165826 |               3858 |   2.406e-02 |           92.8729 ‖
‖       177 | 166850 |               3858 |   2.405e-02 |           92.8729 ‖
‖       178 | 167872 |               3860 |   2.405e-02 |           92.8728 ‖
‖       179 | 168874 |               3882 |   2.404e-02 |           92.8728 ‖
‖       180 | 169874 |               3904 |   2.403e-02 |           92.8728 ‖
‖       181 | 170886 |               3915 |   2.404e-02 |           92.8728 ‖
‖       182 | 171904 |               3921 |   2.403e-02 |           92.8727 ‖
‖       183 | 172922 |               3926 |   2.402e-02 |           92.8727 ‖
‖       184 | 173939 |               3933 |   2.402e-02 |           92.8728 ‖
‖       185 | 174963 |               3933 |   2.401e-02 |           92.8728 ‖
‖       186 | 175987 |               3933 |   2.401e-02 |           92.8727 ‖
‖       187 | 177011 |               3933 |   2.401e-02 |           92.8727 ‖
‖       188 | 178034 |               3934 |   2.401e-02 |           92.8727 ‖
‖       189 | 179057 |               3935 |   2.401e-02 |           92.8728 ‖
‖       190 | 180079 |               3937 |   2.401e-02 |           92.8727 ‖
‖       191 | 181101 |               3939 |   2.400e-02 |           92.8727 ‖
‖       192 | 182125 |               3939 |   2.400e-02 |           92.8727 ‖
‖       193 | 183149 |               3939 |   2.400e-02 |           92.8727 ‖
‖       194 | 184167 |               3945 |   2.399e-02 |           92.8726 ‖
‖       195 | 185188 |               3948 |   2.399e-02 |           92.8727 ‖
‖       196 | 186211 |               3949 |   2.398e-02 |           92.8727 ‖
‖       197 | 187232 |               3952 |   2.398e-02 |           92.8726 ‖
‖       198 | 188248 |               3960 |   2.398e-02 |           92.8726 ‖
‖       199 | 189264 |               3966 |   2.399e-02 |           92.8726 ‖
‖       200 | 190272 |               3981 |   2.399e-02 |           92.8578 ‖
‖       201 | 191294 |               3983 |   2.399e-02 |           92.8578 ‖
‖       202 | 192313 |               3987 |   2.399e-02 |           92.8577 ‖
‖       203 | 193335 |               3989 |   2.399e-02 |           92.8578 ‖
‖       204 | 194349 |               3998 |   2.398e-02 |           92.8576 ‖
‖       205 | 195356 |               4015 |   2.398e-02 |           92.8576 ‖
‖       206 | 196351 |               4043 |   2.398e-02 |           92.8575 ‖
‖       207 | 197343 |               4072 |   2.397e-02 |           92.8574 ‖
‖       208 | 198356 |               4082 |   2.397e-02 |           92.8574 ‖
‖       209 | 199346 |               4115 |   2.398e-02 |           92.7971 ‖
‖       210 | 200363 |               4121 |   2.397e-02 |           92.7972 ‖
‖       211 | 201387 |               4121 |   2.397e-02 |           92.7971 ‖
‖       212 | 202399 |               4133 |   2.398e-02 |           92.7625 ‖
‖       213 | 203408 |               4148 |   2.398e-02 |           92.7325 ‖
‖       214 | 204423 |               4157 |   2.398e-02 |           92.7320 ‖
‖       215 | 205447 |               4157 |   2.398e-02 |           92.7280 ‖
‖       216 | 206471 |               4157 |   2.399e-02 |           92.7263 ‖
‖       217 | 207478 |               4174 |   2.398e-02 |           92.7262 ‖
‖       218 | 208495 |               4179 |   2.397e-02 |           92.7235 ‖
‖       219 | 209515 |               4183 |   2.397e-02 |           92.7236 ‖
‖       220 | 210538 |               4184 |   2.396e-02 |           92.7235 ‖
‖       221 | 211559 |               4187 |   2.396e-02 |           92.7229 ‖
‖       222 | 212582 |               4188 |   2.396e-02 |           92.7191 ‖
‖       223 | 213604 |               4189 |   2.396e-02 |           92.7190 ‖
‖       224 | 214624 |               4192 |   2.396e-02 |           92.7187 ‖
‖       225 | 215641 |               4199 |   2.396e-02 |           92.7185 ‖
‖       226 | 216653 |               4211 |   2.395e-02 |           92.7184 ‖
‖       227 | 217661 |               4227 |   2.394e-02 |           92.7183 ‖
‖       228 | 218666 |               4245 |   2.392e-02 |           92.7183 ‖
‖       229 | 219654 |               4281 |   2.391e-02 |           92.7183 ‖
‖       230 | 220632 |               4326 |   2.389e-02 |           92.7183 ‖
‖       231 | 221618 |               4362 |   2.388e-02 |           92.7183 ‖
‖       232 | 222585 |               4419 |   2.387e-02 |           92.7183 ‖
‖       233 | 223573 |               4449 |   2.386e-02 |           92.7183 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.016 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2981.vnnlib: unknown
--- Verification time: 20.0372 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (896/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5488.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5488.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5488.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.293e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.199e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.099e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   2.999e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   2.942e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   2.858e-02 |           94.9816 ‖
‖         7 |     58 |                  5 |   2.827e-02 |           85.9076 ‖
‖         8 |     95 |                 25 |   2.750e-02 |           68.3174 ‖
‖         9 |    136 |                 75 |   2.709e-02 |           50.3871 ‖
‖        10 |    180 |                165 |   2.581e-02 |           31.1151 ‖
‖        11 |    184 |                327 |   2.420e-02 |           14.8615 ‖
‖        12 |    190 |                481 |   2.377e-02 |            7.3332 ‖
‖        13 |    169 |                662 |   2.363e-02 |            3.3463 ‖
‖        14 |    147 |                834 |   2.263e-02 |            1.3082 ‖
‖        15 |    113 |                989 |   2.162e-02 |            0.4512 ‖
‖        16 |     45 |               1143 |   2.062e-02 |            0.0779 ‖
‖        17 |     14 |               1206 |   1.905e-02 |            0.0094 ‖
‖        18 |      3 |               1226 |   2.192e-02 |            0.0020 ‖
‖        19 |      1 |               1231 |   2.052e-02 |            0.0000 ‖
‖        20 |      0 |               1232 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.607 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5488.vnnlib: unsat
--- Verification time: 0.6162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (897/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2446.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2446.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2446.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.672e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2446.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (898/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7914.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7914.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7914.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.129e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7914.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (899/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6697.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6697.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6697.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.176e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6697.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (900/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_747.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_747.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_747.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.914e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.826e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   2.736e-02 |          100.0000 ‖
‖         4 |      7 |                  1 |   2.669e-02 |           85.1843 ‖
‖         5 |     12 |                  3 |   2.623e-02 |           71.6540 ‖
‖         6 |     22 |                  5 |   2.395e-02 |           59.3959 ‖
‖         7 |     34 |                 13 |   2.439e-02 |           48.6623 ‖
‖         8 |     55 |                 25 |   2.436e-02 |           39.5684 ‖
‖         9 |     87 |                 45 |   2.367e-02 |           30.4271 ‖
‖        10 |    128 |                 85 |   2.346e-02 |           21.4187 ‖
‖        11 |    173 |                160 |   2.309e-02 |           15.4697 ‖
‖        12 |    250 |                253 |   2.235e-02 |           11.0829 ‖
‖        13 |    345 |                399 |   2.140e-02 |            6.8722 ‖
‖        14 |    428 |                619 |   2.135e-02 |            4.5222 ‖
‖        15 |    558 |                881 |   2.081e-02 |            2.7822 ‖
‖        16 |    641 |               1292 |   1.994e-02 |            1.4893 ‖
‖        17 |    692 |               1789 |   1.982e-02 |            0.8642 ‖
‖        18 |    800 |               2309 |   1.944e-02 |            0.4864 ‖
‖        19 |    895 |               2929 |   1.913e-02 |            0.2768 ‖
‖        20 |   1021 |               3600 |   1.873e-02 |            0.1547 ‖
‖        21 |   1088 |               4443 |   1.829e-02 |            0.0795 ‖
‖        22 |   1093 |               5344 |   1.817e-02 |            0.0442 ‖
‖        23 |   1138 |               6227 |   1.787e-02 |            0.0246 ‖
‖        24 |   1174 |               7116 |   1.745e-02 |            0.0136 ‖
‖        25 |   1187 |               7996 |   1.717e-02 |            0.0033 ‖
‖        26 |   1169 |               8893 |   1.689e-02 |            0.0000 ‖
‖        27 |   1054 |               9895 |   1.656e-02 |            0.0000 ‖
‖        28 |    875 |              10960 |   1.594e-02 |            0.0000 ‖
‖        29 |    613 |              11941 |   1.503e-02 |            0.0000 ‖
‖        30 |    338 |              12675 |   1.476e-02 |            0.0000 ‖
‖        31 |    206 |              13069 |   1.500e-02 |            0.0000 ‖
‖        32 |    159 |              13297 |   1.472e-02 |            0.0000 ‖
‖        33 |    130 |              13461 |   1.461e-02 |            0.0000 ‖
‖        34 |    106 |              13594 |   1.356e-02 |            0.0000 ‖
‖        35 |     67 |              13708 |   1.221e-02 |            0.0000 ‖
‖        36 |     32 |              13784 |   1.237e-02 |            0.0000 ‖
‖        37 |     20 |              13820 |   1.245e-02 |            0.0000 ‖
‖        38 |     10 |              13847 |   1.316e-02 |            0.0000 ‖
‖        39 |      8 |              13858 |   1.137e-02 |            0.0000 ‖
‖        40 |      2 |              13869 |   9.445e-03 |            0.0000 ‖
‖        41 |      1 |              13871 |   1.249e-02 |            0.0000 ‖
‖        42 |      1 |              13872 |   1.241e-02 |            0.0000 ‖
‖        43 |      1 |              13873 |   1.068e-02 |            0.0000 ‖
‖        44 |      0 |              13874 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.538 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_747.vnnlib: unsat
--- Verification time: 2.5508 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (901/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1140.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1140.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1140.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.001e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1140.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (902/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5886.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5886.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5886.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.420e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5886.vnnlib: sat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (903/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2136.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2136.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2136.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.054e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2136.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (904/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4981.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4981.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4981.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.019e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4981.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (905/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3964.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3964.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3964.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.790e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.701e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.625e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.523e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.435e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.355e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.299e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.212e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.138e-02 |           99.9999 ‖
‖        10 |    511 |                  1 |   3.067e-02 |           99.6115 ‖
‖        11 |   1000 |                 22 |   2.997e-02 |           96.5651 ‖
‖        12 |   1881 |                134 |   2.934e-02 |           89.7763 ‖
‖        13 |   2536 |                480 |   2.900e-02 |           80.2245 ‖
‖        14 |   3459 |                554 |   2.883e-02 |           78.2665 ‖
‖        15 |   4221 |                793 |   2.866e-02 |           75.4181 ‖
‖        16 |   4809 |               1209 |   2.834e-02 |           70.0340 ‖
‖        17 |   5752 |               1259 |   2.819e-02 |           69.6411 ‖
‖        18 |   6562 |               1469 |   2.790e-02 |           66.0455 ‖
‖        19 |   7452 |               1587 |   2.770e-02 |           64.4538 ‖
‖        20 |   8296 |               1752 |   2.751e-02 |           63.5893 ‖
‖        21 |   9257 |               1811 |   2.735e-02 |           62.6350 ‖
‖        22 |  10261 |               1823 |   2.717e-02 |           62.5670 ‖
‖        23 |  10839 |               2263 |   2.694e-02 |           59.6811 ‖
‖        24 |  11653 |               2428 |   2.675e-02 |           59.0352 ‖
‖        25 |  12513 |               2580 |   2.658e-02 |           58.3470 ‖
‖        26 |  13339 |               2767 |   2.646e-02 |           58.0109 ‖
‖        27 |  13908 |               3203 |   2.637e-02 |           57.9675 ‖
‖        28 |  13873 |               4191 |   2.639e-02 |           55.5192 ‖
‖        29 |  14050 |               4934 |   2.643e-02 |           53.9073 ‖
‖        30 |  14676 |               5281 |   2.638e-02 |           53.4327 ‖
‖        31 |  15256 |               5670 |   2.636e-02 |           51.6614 ‖
‖        32 |  15954 |               5958 |   2.628e-02 |           51.3637 ‖
‖        33 |  16529 |               6356 |   2.621e-02 |           50.8676 ‖
‖        34 |  17166 |               6700 |   2.620e-02 |           50.7357 ‖
‖        35 |  17622 |               7223 |   2.613e-02 |           50.7158 ‖
‖        36 |  17895 |               7923 |   2.612e-02 |           49.0213 ‖
‖        37 |  18310 |               8501 |   2.611e-02 |           48.0464 ‖
‖        38 |  18743 |               9030 |   2.604e-02 |           47.9994 ‖
‖        39 |  19234 |               9504 |   2.604e-02 |           47.6703 ‖
‖        40 |  19730 |               9998 |   2.602e-02 |           47.5680 ‖
‖        41 |  19980 |              10722 |   2.597e-02 |           47.5589 ‖
‖        42 |  20038 |              11598 |   2.595e-02 |           46.4977 ‖
‖        43 |  20248 |              12369 |   2.590e-02 |           46.4901 ‖
‖        44 |  20465 |              13121 |   2.585e-02 |           45.9006 ‖
‖        45 |  20726 |              13829 |   2.585e-02 |           45.8555 ‖
‖        46 |  20718 |              14783 |   2.584e-02 |           45.5841 ‖
‖        47 |  20875 |              15601 |   2.583e-02 |           44.8928 ‖
‖        48 |  20956 |              16443 |   2.587e-02 |           44.8637 ‖
‖        49 |  21153 |              17197 |   2.588e-02 |           44.4093 ‖
‖        50 |  21507 |              17796 |   2.592e-02 |           43.9415 ‖
‖        51 |  21591 |              18644 |   2.593e-02 |           43.8267 ‖
‖        52 |  21944 |              19234 |   2.594e-02 |           43.6411 ‖
‖        53 |  22219 |              19897 |   2.594e-02 |           43.5983 ‖
‖        54 |  22062 |              20949 |   2.593e-02 |           42.2136 ‖
‖        55 |  22058 |              21881 |   2.593e-02 |           40.8265 ‖
‖        56 |  22156 |              22727 |   2.589e-02 |           40.3406 ‖
‖        57 |  22352 |              23428 |   2.586e-02 |           40.2809 ‖
‖        58 |  22504 |              24191 |   2.584e-02 |           39.6839 ‖
‖        59 |  22648 |              25004 |   2.581e-02 |           38.4219 ‖
‖        60 |  22705 |              25857 |   2.579e-02 |           38.0926 ‖
‖        61 |  22861 |              26623 |   2.579e-02 |           37.7411 ‖
‖        62 |  22867 |              27546 |   2.576e-02 |           37.7046 ‖
‖        63 |  22877 |              28413 |   2.577e-02 |           37.2341 ‖
‖        64 |  22994 |              29257 |   2.573e-02 |           37.2053 ‖
‖        65 |  23208 |              29965 |   2.574e-02 |           36.9411 ‖
‖        66 |  23646 |              30510 |   2.573e-02 |           36.7652 ‖
‖        67 |  23858 |              31235 |   2.573e-02 |           36.7072 ‖
‖        68 |  23887 |              32163 |   2.570e-02 |           36.6824 ‖
‖        69 |  23862 |              33116 |   2.568e-02 |           35.7039 ‖
‖        70 |  23855 |              34038 |   2.568e-02 |           34.9985 ‖
‖        71 |  23919 |              34937 |   2.568e-02 |           33.8419 ‖
‖        72 |  23937 |              35782 |   2.571e-02 |           33.2315 ‖
‖        73 |  23877 |              36788 |   2.570e-02 |           33.0620 ‖
‖        74 |  23854 |              37751 |   2.570e-02 |           32.6872 ‖
‖        75 |  24040 |              38540 |   2.571e-02 |           32.3282 ‖
‖        76 |  23998 |              39490 |   2.571e-02 |           32.0871 ‖
‖        77 |  24140 |              40252 |   2.573e-02 |           31.8931 ‖
‖        78 |  24265 |              41021 |   2.575e-02 |           31.7792 ‖
‖        79 |  24315 |              41910 |   2.574e-02 |           31.7305 ‖
‖        80 |  24215 |              42937 |   2.574e-02 |           31.2810 ‖
‖        81 |  24045 |              43997 |   2.580e-02 |           31.2328 ‖
‖        82 |  23979 |              45012 |   2.580e-02 |           30.8688 ‖
‖        83 |  23930 |              45958 |   2.581e-02 |           30.7356 ‖
‖        84 |  24089 |              46729 |   2.580e-02 |           30.6027 ‖
‖        85 |  24154 |              47562 |   2.580e-02 |           30.2882 ‖
‖        86 |  24008 |              48616 |   2.581e-02 |           29.8629 ‖
‖        87 |  24058 |              49485 |   2.580e-02 |           29.4865 ‖
‖        88 |  24195 |              50252 |   2.581e-02 |           29.3495 ‖
‖        89 |  24256 |              51101 |   2.580e-02 |           28.8058 ‖
‖        90 |  24356 |              51938 |   2.579e-02 |           28.3313 ‖
‖        91 |  24609 |              52625 |   2.579e-02 |           27.9334 ‖
‖        92 |  24655 |              53489 |   2.579e-02 |           27.6971 ‖
‖        93 |  24760 |              54295 |   2.581e-02 |           27.4048 ‖
‖        94 |  24759 |              55205 |   2.580e-02 |           27.2301 ‖
‖        95 |  24724 |              56141 |   2.578e-02 |           27.1217 ‖
‖        96 |  24636 |              57104 |   2.577e-02 |           26.5106 ‖
‖        97 |  24559 |              58090 |   2.574e-02 |           25.6983 ‖
‖        98 |  24339 |              59211 |   2.572e-02 |           25.4222 ‖
‖        99 |  24125 |              60316 |   2.571e-02 |           25.3664 ‖
‖       100 |  23931 |              61381 |   2.570e-02 |           25.0415 ‖
‖       101 |  23818 |              62403 |   2.568e-02 |           24.9651 ‖
‖       102 |  23620 |              63508 |   2.567e-02 |           24.0904 ‖
‖       103 |  23316 |              64640 |   2.569e-02 |           23.5805 ‖
‖       104 |  23159 |              65714 |   2.568e-02 |           23.1442 ‖
‖       105 |  22961 |              66763 |   2.569e-02 |           22.9214 ‖
‖       106 |  22727 |              67882 |   2.567e-02 |           22.6305 ‖
‖       107 |  22483 |              68983 |   2.570e-02 |           22.4537 ‖
‖       108 |  22264 |              70092 |   2.569e-02 |           22.3665 ‖
‖       109 |  22227 |              71049 |   2.567e-02 |           22.0274 ‖
‖       110 |  22087 |              72050 |   2.568e-02 |           21.7468 ‖
‖       111 |  22211 |              72841 |   2.568e-02 |           21.5222 ‖
‖       112 |  22448 |              73494 |   2.569e-02 |           21.2894 ‖
‖       113 |  22537 |              74276 |   2.571e-02 |           21.1899 ‖
‖       114 |  22433 |              75299 |   2.569e-02 |           20.8014 ‖
‖       115 |  22117 |              76477 |   2.570e-02 |           20.2799 ‖
‖       116 |  21812 |              77660 |   2.570e-02 |           19.6246 ‖
‖       117 |  21606 |              78755 |   2.570e-02 |           18.7290 ‖
‖       118 |  21478 |              79762 |   2.570e-02 |           18.0340 ‖
‖       119 |  21280 |              80831 |   2.569e-02 |           17.4303 ‖
‖       120 |  21015 |              81953 |   2.571e-02 |           16.9122 ‖
‖       121 |  20965 |              82890 |   2.572e-02 |           16.4413 ‖
‖       122 |  20827 |              83928 |   2.569e-02 |           16.0951 ‖
‖       123 |  20729 |              84921 |   2.567e-02 |           15.8367 ‖
‖       124 |  20693 |              85849 |   2.565e-02 |           15.6493 ‖
‖       125 |  20711 |              86721 |   2.561e-02 |           15.5170 ‖
‖       126 |  20558 |              87717 |   2.562e-02 |           15.3119 ‖
‖       127 |  20661 |              88526 |   2.560e-02 |           15.1673 ‖
‖       128 |  20449 |              89616 |   2.558e-02 |           14.9454 ‖
‖       129 |  20216 |              90744 |   2.556e-02 |           14.8164 ‖
‖       130 |  20062 |              91799 |   2.553e-02 |           14.7016 ‖
‖       131 |  19867 |              92867 |   2.552e-02 |           14.5032 ‖
‖       132 |  19627 |              93994 |   2.551e-02 |           14.1437 ‖
‖       133 |  19445 |              95090 |   2.548e-02 |           13.8242 ‖
‖       134 |  19242 |              96188 |   2.545e-02 |           13.6856 ‖
‖       135 |  19007 |              97301 |   2.544e-02 |           13.2998 ‖
‖       136 |  18741 |              98460 |   2.541e-02 |           12.9027 ‖
‖       137 |  18433 |              99628 |   2.540e-02 |           12.5768 ‖
‖       138 |  18321 |             100646 |   2.538e-02 |           12.2012 ‖
‖       139 |  18242 |             101628 |   2.536e-02 |           11.7602 ‖
‖       140 |  18208 |             102559 |   2.533e-02 |           11.3073 ‖
‖       141 |  18276 |             103371 |   2.532e-02 |           11.0298 ‖
‖       142 |  18147 |             104381 |   2.531e-02 |           10.8840 ‖
‖       143 |  17757 |             105628 |   2.529e-02 |           10.6609 ‖
‖       144 |  17300 |             106925 |   2.530e-02 |           10.2961 ‖
‖       145 |  16787 |             108290 |   2.530e-02 |           10.1388 ‖
‖       146 |  16166 |             109689 |   2.539e-02 |            9.9641 ‖
‖       147 |  15638 |             111102 |   2.540e-02 |            9.6156 ‖
‖       148 |  15132 |             112477 |   2.541e-02 |            9.1162 ‖
‖       149 |  14611 |             113883 |   2.539e-02 |            8.6981 ‖
‖       150 |  14154 |             115188 |   2.540e-02 |            8.3926 ‖
‖       151 |  13676 |             116527 |   2.539e-02 |            8.1607 ‖
‖       152 |  13298 |             117796 |   2.535e-02 |            7.8682 ‖
‖       153 |  13006 |             118955 |   2.531e-02 |            7.5942 ‖
‖       154 |  12813 |             120014 |   2.528e-02 |            7.3310 ‖
‖       155 |  12735 |             120967 |   2.524e-02 |            7.1275 ‖
‖       156 |  12715 |             121877 |   2.519e-02 |            6.9724 ‖
‖       157 |  12511 |             122939 |   2.518e-02 |            6.6969 ‖
‖       158 |  12237 |             124129 |   2.511e-02 |            6.1475 ‖
‖       159 |  11887 |             125348 |   2.509e-02 |            5.6966 ‖
‖       160 |  11482 |             126647 |   2.502e-02 |            5.1891 ‖
‖       161 |  11198 |             127807 |   2.502e-02 |            4.7221 ‖
‖       162 |  10783 |             129120 |   2.494e-02 |            4.4098 ‖
‖       163 |  10348 |             130433 |   2.487e-02 |            4.2195 ‖
‖       164 |   9960 |             131691 |   2.481e-02 |            4.0970 ‖
‖       165 |   9616 |             132910 |   2.476e-02 |            3.9849 ‖
‖       166 |   9279 |             134141 |   2.467e-02 |            3.8624 ‖
‖       167 |   8871 |             135385 |   2.466e-02 |            3.7357 ‖
‖       168 |   8432 |             136681 |   2.462e-02 |            3.6422 ‖
‖       169 |   7916 |             138037 |   2.459e-02 |            3.4863 ‖
‖       170 |   7374 |             139391 |   2.464e-02 |            3.2333 ‖
‖       171 |   6829 |             140815 |   2.456e-02 |            2.9930 ‖
‖       172 |   6242 |             142224 |   2.457e-02 |            2.6781 ‖
‖       173 |   5730 |             143581 |   2.457e-02 |            2.3547 ‖
‖       174 |   5298 |             144917 |   2.440e-02 |            2.0180 ‖
‖       175 |   4919 |             146170 |   2.417e-02 |            1.7183 ‖
‖       176 |   4644 |             147306 |   2.410e-02 |            1.5070 ‖
‖       177 |   4248 |             148542 |   2.419e-02 |            1.3252 ‖
‖       178 |   3865 |             149834 |   2.391e-02 |            1.1429 ‖
‖       179 |   3450 |             151090 |   2.379e-02 |            1.0077 ‖
‖       180 |   3086 |             152339 |   2.345e-02 |            0.8568 ‖
‖       181 |   2599 |             153694 |   2.302e-02 |            0.6301 ‖
‖       182 |   1991 |             155161 |   2.231e-02 |            0.3450 ‖
‖       183 |   1264 |             156652 |   2.237e-02 |            0.2187 ‖
‖       184 |    580 |             158124 |   2.236e-02 |            0.0634 ‖
‖       185 |    165 |             158948 |   2.118e-02 |            0.0097 ‖
‖       186 |     36 |             159176 |   2.142e-02 |            0.0012 ‖
‖       187 |      6 |             159226 |   2.102e-02 |            0.0001 ‖
‖       188 |      2 |             159233 |   1.361e-02 |            0.0000 ‖
‖       189 |      0 |             159235 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 17.353 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3964.vnnlib: unsat
--- Verification time: 17.3627 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (906/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_188.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_188.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_188.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.937e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_188.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (907/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1177.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1177.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1177.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.016e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1177.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (908/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2076.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2076.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2076.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.241e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2076.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (909/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4097.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4097.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4097.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.450e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4097.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (910/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5073.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5073.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5073.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.418e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.312e-02 |          100.0000 ‖
‖         3 |      3 |                  1 |   3.234e-02 |           75.0000 ‖
‖         4 |      5 |                  2 |   3.136e-02 |           49.1079 ‖
‖         5 |      5 |                  7 |   3.101e-02 |           29.0614 ‖
‖         6 |      5 |                 12 |   3.050e-02 |           14.0683 ‖
‖         7 |      5 |                 17 |   2.971e-02 |            6.7123 ‖
‖         8 |      5 |                 22 |   2.929e-02 |            3.4109 ‖
‖         9 |      4 |                 28 |   2.865e-02 |            1.2081 ‖
‖        10 |      2 |                 34 |   2.816e-02 |            0.3564 ‖
‖        11 |      0 |                 38 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.218 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5073.vnnlib: unsat
--- Verification time: 0.2287 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (911/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_94.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_94.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_94.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.924e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.787e-02 |           95.5798 ‖
‖         3 |      3 |                  1 |   4.724e-02 |           70.4886 ‖
‖         4 |      6 |                  1 |   4.547e-02 |           66.7878 ‖
‖         5 |      9 |                  4 |   4.410e-02 |           54.5854 ‖
‖         6 |     16 |                  6 |   4.379e-02 |           49.0365 ‖
‖         7 |     26 |                 12 |   4.127e-02 |           38.2567 ‖
‖         8 |     44 |                 19 |   4.027e-02 |           30.1094 ‖
‖         9 |     67 |                 36 |   3.987e-02 |           24.7053 ‖
‖        10 |    102 |                 65 |   3.885e-02 |           18.3360 ‖
‖        11 |    150 |                116 |   3.702e-02 |           12.2373 ‖
‖        12 |    198 |                202 |   3.634e-02 |            8.0856 ‖
‖        13 |    250 |                323 |   3.595e-02 |            5.2366 ‖
‖        14 |    274 |                524 |   3.548e-02 |            2.9631 ‖
‖        15 |    257 |                796 |   3.380e-02 |            1.2660 ‖
‖        16 |    188 |               1086 |   3.205e-02 |            0.4275 ‖
‖        17 |    136 |               1292 |   3.137e-02 |            0.1478 ‖
‖        18 |     91 |               1447 |   3.206e-02 |            0.0525 ‖
‖        19 |     67 |               1548 |   3.074e-02 |            0.0190 ‖
‖        20 |     23 |               1649 |   2.922e-02 |            0.0028 ‖
‖        21 |      7 |               1681 |   2.843e-02 |            0.0003 ‖
‖        22 |      1 |               1692 |   3.009e-02 |            0.0000 ‖
‖        23 |      1 |               1693 |   2.849e-02 |            0.0000 ‖
‖        24 |      0 |               1695 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.802 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_94.vnnlib: unsat
--- Verification time: 0.8130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (912/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_350.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_350.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_350.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.860e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_350.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (913/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1310.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1310.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1310.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.082e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1310.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (914/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5436.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5436.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5436.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.505e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5436.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (915/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1374.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1374.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1374.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.538e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1374.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (916/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4968.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4968.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4968.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.709e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4968.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (917/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7426.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7426.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7426.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.812e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7426.vnnlib: sat
--- Verification time: 0.0174 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (918/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3961.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3961.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3961.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.712e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.627e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.550e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.466e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.407e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.331e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.243e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.164e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.122e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.080e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   3.034e-02 |          100.0003 ‖
‖        12 |   2047 |                  1 |   2.982e-02 |           99.9124 ‖
‖        13 |   3057 |                 15 |   2.942e-02 |           99.3082 ‖
‖        14 |   4081 |                 15 |   2.913e-02 |           99.3078 ‖
‖        15 |   5105 |                 15 |   2.888e-02 |           99.3077 ‖
‖        16 |   6011 |                132 |   2.858e-02 |           97.3869 ‖
‖        17 |   7025 |                137 |   2.837e-02 |           97.3861 ‖
‖        18 |   8047 |                138 |   2.817e-02 |           97.3860 ‖
‖        19 |   9071 |                138 |   2.796e-02 |           97.3860 ‖
‖        20 |  10095 |                138 |   2.776e-02 |           97.3865 ‖
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‖        26 |  15682 |                673 |   2.698e-02 |           93.7894 ‖
‖        27 |  16677 |                691 |   2.690e-02 |           93.6945 ‖
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‖        30 |  19740 |                700 |   2.665e-02 |           93.4964 ‖
‖        31 |  20747 |                717 |   2.658e-02 |           93.4961 ‖
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‖        33 |  22779 |                733 |   2.645e-02 |           93.4960 ‖
‖        34 |  23800 |                736 |   2.641e-02 |           93.4948 ‖
‖        35 |  24823 |                737 |   2.633e-02 |           93.4954 ‖
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‖        37 |  26801 |                807 |   2.618e-02 |           93.4938 ‖
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‖        39 |  28773 |                878 |   2.606e-02 |           93.4777 ‖
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‖        41 |  30806 |                892 |   2.595e-02 |           93.4758 ‖
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‖        46 |  35846 |                969 |   2.580e-02 |           93.4728 ‖
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‖        48 |  37692 |               1171 |   2.572e-02 |           93.4130 ‖
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‖        50 |  39140 |               1699 |   2.572e-02 |           93.3397 ‖
‖        51 |  40061 |               1799 |   2.573e-02 |           93.0338 ‖
‖        52 |  40552 |               2302 |   2.571e-02 |           91.6959 ‖
‖        53 |  41455 |               2380 |   2.571e-02 |           91.5772 ‖
‖        54 |  42018 |               2838 |   2.568e-02 |           90.1355 ‖
‖        55 |  42938 |               2918 |   2.565e-02 |           89.9520 ‖
‖        56 |  43880 |               2995 |   2.562e-02 |           89.6850 ‖
‖        57 |  44811 |               3086 |   2.557e-02 |           89.4469 ‖
‖        58 |  45656 |               3257 |   2.554e-02 |           89.4422 ‖
‖        59 |  46498 |               3436 |   2.551e-02 |           88.9158 ‖
‖        60 |  47176 |               3775 |   2.549e-02 |           87.9457 ‖
‖        61 |  48051 |               3897 |   2.546e-02 |           87.6342 ‖
‖        62 |  48939 |               4011 |   2.543e-02 |           87.4747 ‖
‖        63 |  49769 |               4204 |   2.539e-02 |           86.9963 ‖
‖        64 |  50575 |               4399 |   2.536e-02 |           86.8598 ‖
‖        65 |  51465 |               4519 |   2.534e-02 |           86.7714 ‖
‖        66 |  52385 |               4615 |   2.531e-02 |           86.7497 ‖
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‖        68 |  54065 |               4973 |   2.524e-02 |           86.6997 ‖
‖        69 |  55000 |               5058 |   2.521e-02 |           86.6826 ‖
‖        70 |  55988 |               5091 |   2.520e-02 |           86.6811 ‖
‖        71 |  56813 |               5280 |   2.518e-02 |           86.6765 ‖
‖        72 |  57654 |               5462 |   2.516e-02 |           86.6718 ‖
‖        73 |  58627 |               5510 |   2.517e-02 |           86.6713 ‖
‖        74 |  59619 |               5540 |   2.518e-02 |           86.6386 ‖
‖        75 |  60607 |               5575 |   2.517e-02 |           86.6380 ‖
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‖        79 |  64467 |               5797 |   2.513e-02 |           86.3302 ‖
‖        80 |  65342 |               5941 |   2.511e-02 |           86.2776 ‖
‖        81 |  66201 |               6095 |   2.508e-02 |           86.2509 ‖
‖        82 |  66955 |               6344 |   2.508e-02 |           86.1656 ‖
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‖        85 |  69557 |               6782 |   2.503e-02 |           85.9674 ‖
‖        86 |  70285 |               7062 |   2.500e-02 |           85.9286 ‖
‖        87 |  71163 |               7186 |   2.497e-02 |           85.8996 ‖
‖        88 |  72094 |               7270 |   2.497e-02 |           85.8003 ‖
‖        89 |  72993 |               7389 |   2.497e-02 |           85.7234 ‖
‖        90 |  73903 |               7490 |   2.496e-02 |           85.6400 ‖
‖        91 |  74751 |               7654 |   2.496e-02 |           85.5423 ‖
‖        92 |  75530 |               7870 |   2.496e-02 |           85.4850 ‖
‖        93 |  76381 |               8030 |   2.494e-02 |           85.4362 ‖
‖        94 |  77193 |               8232 |   2.493e-02 |           85.3707 ‖
‖        95 |  77937 |               8486 |   2.491e-02 |           85.3190 ‖
‖        96 |  78624 |               8803 |   2.489e-02 |           85.2633 ‖
‖        97 |  79326 |               9103 |   2.487e-02 |           85.2022 ‖
‖        98 |  80024 |               9400 |   2.486e-02 |           85.1496 ‖
‖        99 |  80793 |               9631 |   2.484e-02 |           85.0919 ‖
‖       100 |  81659 |               9771 |   2.484e-02 |           85.0643 ‖
‖       101 |  82632 |               9806 |   2.485e-02 |           85.0623 ‖
‖       102 |  83636 |               9823 |   2.485e-02 |           85.0602 ‖
‖       103 |  84638 |               9842 |   2.485e-02 |           85.0589 ‖
‖       104 |  85600 |               9900 |   2.484e-02 |           85.0577 ‖
‖       105 |  86592 |               9930 |   2.482e-02 |           85.0562 ‖
‖       106 |  87568 |               9975 |   2.481e-02 |           85.0539 ‖
‖       107 |  88528 |              10039 |   2.480e-02 |           85.0508 ‖
‖       108 |  89405 |              10181 |   2.479e-02 |           85.0440 ‖
‖       109 |  90232 |              10367 |   2.478e-02 |           85.0355 ‖
‖       110 |  91025 |              10579 |   2.478e-02 |           85.0295 ‖
‖       111 |  91853 |              10763 |   2.477e-02 |           85.0210 ‖
‖       112 |  92550 |              11076 |   2.477e-02 |           85.0059 ‖
‖       113 |  92984 |              11644 |   2.476e-02 |           84.9897 ‖
‖       114 |  93741 |              11880 |   2.475e-02 |           84.9757 ‖
‖       115 |  94628 |              11998 |   2.474e-02 |           84.9398 ‖
‖       116 |  95423 |              12217 |   2.472e-02 |           84.8895 ‖
‖       117 |  96097 |              12533 |   2.471e-02 |           84.8502 ‖
‖       118 |  96823 |              12814 |   2.472e-02 |           84.8255 ‖
‖       119 |  97266 |              13362 |   2.471e-02 |           84.8032 ‖
‖       120 |  98063 |              13556 |   2.472e-02 |           84.7817 ‖
‖       121 |  98840 |              13786 |   2.472e-02 |           84.7442 ‖
‖       122 |  99468 |              14164 |   2.472e-02 |           84.7282 ‖
‖       123 | 100140 |              14478 |   2.472e-02 |           84.7035 ‖
‖       124 | 100980 |              14638 |   2.472e-02 |           84.6816 ‖
‖       125 | 101747 |              14885 |   2.472e-02 |           84.6254 ‖
‖       126 | 102225 |              15387 |   2.472e-02 |           84.3611 ‖
‖       127 | 102885 |              15717 |   2.473e-02 |           84.3395 ‖
‖       128 | 103700 |              15909 |   2.473e-02 |           84.3228 ‖
‖       129 | 104387 |              16229 |   2.473e-02 |           83.9388 ‖
‖       130 | 105188 |              16430 |   2.472e-02 |           83.7740 ‖
‖       131 | 106051 |              16575 |   2.472e-02 |           83.7183 ‖
‖       132 | 106925 |              16715 |   2.471e-02 |           83.7085 ‖
‖       133 | 107730 |              16919 |   2.470e-02 |           83.6618 ‖
‖       134 | 108223 |              17422 |   2.469e-02 |           83.0601 ‖
‖       135 | 108920 |              17704 |   2.468e-02 |           82.8742 ‖
‖       136 | 109585 |              18034 |   2.466e-02 |           82.7355 ‖
‖       137 | 110194 |              18416 |   2.465e-02 |           82.6434 ‖
‖       138 | 110904 |              18702 |   2.465e-02 |           82.4585 ‖
‖       139 | 111591 |              19017 |   2.463e-02 |           82.1875 ‖
‖       140 | 112535 |              19087 |   2.462e-02 |           82.1836 ‖
‖       141 | 113381 |              19262 |   2.461e-02 |           82.1768 ‖
‖       142 | 114007 |              19641 |   2.460e-02 |           82.0047 ‖
‖       143 | 114832 |              19832 |   2.458e-02 |           81.9734 ‖
‖       144 | 115381 |              20285 |   2.457e-02 |           81.9640 ‖
‖       145 | 116231 |              20414 |   2.456e-02 |           81.9627 ‖
‖       146 | 117199 |              20459 |   2.455e-02 |           81.9614 ‖
‖       147 | 117964 |              20709 |   2.454e-02 |           81.8330 ‖
‖       148 | 118730 |              20945 |   2.453e-02 |           81.5815 ‖
‖       149 | 119501 |              21182 |   2.453e-02 |           81.5345 ‖
‖       150 | 119800 |              21888 |   2.451e-02 |           80.8471 ‖
‖       151 | 120290 |              22400 |   2.450e-02 |           80.2449 ‖
‖       152 | 120981 |              22697 |   2.448e-02 |           80.1564 ‖
‖       153 | 121412 |              23259 |   2.447e-02 |           79.6001 ‖
‖       154 | 121911 |              23739 |   2.446e-02 |           79.1589 ‖
‖       155 | 122404 |              24242 |   2.444e-02 |           78.8246 ‖
‖       156 | 123161 |              24473 |   2.443e-02 |           78.7854 ‖
‖       157 | 123858 |              24774 |   2.441e-02 |           78.6231 ‖
‖       158 | 124672 |              24962 |   2.440e-02 |           78.6191 ‖
‖       159 | 125261 |              25378 |   2.438e-02 |           78.1039 ‖
‖       160 | 125547 |              26078 |   2.436e-02 |           77.6523 ‖
‖       161 | 126111 |              26492 |   2.434e-02 |           77.4359 ‖
‖       162 | 126605 |              26990 |   2.432e-02 |           77.0293 ‖
‖       163 | 127000 |              27573 |   2.431e-02 |           76.7045 ‖
‖       164 | 127475 |              28071 |   2.430e-02 |           76.5903 ‖
‖       165 | 127878 |              28621 |   2.429e-02 |           76.5023 ‖
‖       166 | 128352 |              29106 |   2.428e-02 |           76.4794 ‖
‖       167 | 128880 |              29532 |   2.428e-02 |           76.4673 ‖
‖       168 | 129457 |              29931 |   2.428e-02 |           76.4530 ‖
‖       169 | 130307 |              30064 |   2.428e-02 |           76.4486 ‖
‖       170 | 131252 |              30132 |   2.427e-02 |           76.4426 ‖
‖       171 | 131875 |              30520 |   2.425e-02 |           76.3963 ‖
‖       172 | 132759 |              30631 |   2.424e-02 |           76.3949 ‖
‖       173 | 133615 |              30788 |   2.423e-02 |           76.3604 ‖
‖       174 | 134532 |              30885 |   2.422e-02 |           76.3584 ‖
‖       175 | 135487 |              30941 |   2.421e-02 |           76.3227 ‖
‖       176 | 136374 |              31069 |   2.420e-02 |           76.3146 ‖
‖       177 | 137337 |              31124 |   2.419e-02 |           76.3020 ‖
‖       178 | 138329 |              31151 |   2.419e-02 |           76.2883 ‖
‖       179 | 139101 |              31395 |   2.419e-02 |           76.2822 ‖
‖       180 | 139960 |              31555 |   2.419e-02 |           76.2740 ‖
‖       181 | 140859 |              31656 |   2.419e-02 |           76.2600 ‖
‖       182 | 141451 |              32073 |   2.419e-02 |           76.2399 ‖
‖       183 | 142230 |              32290 |   2.418e-02 |           76.2234 ‖
‖       184 | 142995 |              32522 |   2.418e-02 |           76.2007 ‖
‖       185 | 143749 |              32776 |   2.418e-02 |           76.1750 ‖
‖       186 | 144537 |              32988 |   2.418e-02 |           76.1568 ‖
‖       187 | 145372 |              33163 |   2.419e-02 |           75.9256 ‖
‖       188 | 146292 |              33264 |   2.419e-02 |           75.8254 ‖
‖       189 | 147208 |              33365 |   2.419e-02 |           75.8121 ‖
‖       190 | 147964 |              33615 |   2.419e-02 |           75.8015 ‖
‖       191 | 148721 |              33870 |   2.418e-02 |           75.7898 ‖
‖       192 | 149530 |              34060 |   2.418e-02 |           75.7809 ‖
‖       193 | 150369 |              34238 |   2.418e-02 |           75.7680 ‖
‖       194 | 151118 |              34502 |   2.417e-02 |           75.7519 ‖
‖       195 | 151880 |              34745 |   2.417e-02 |           75.7399 ‖
‖       196 | 152562 |              35071 |   2.417e-02 |           75.6038 ‖
‖       197 | 153386 |              35260 |   2.416e-02 |           75.5964 ‖
‖       198 | 154168 |              35477 |   2.416e-02 |           75.5862 ‖
‖       199 | 154710 |              35937 |   2.415e-02 |           75.4415 ‖
‖       200 | 155178 |              36466 |   2.414e-02 |           75.0177 ‖
‖       201 | 155700 |              36925 |   2.414e-02 |           74.6800 ‖
‖       202 | 156162 |              37441 |   2.413e-02 |           74.4460 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.086 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3961.vnnlib: unknown
--- Verification time: 20.1010 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (919/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1912.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1912.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1912.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.556e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1912.vnnlib: unsat
--- Verification time: 0.0130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (920/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6365.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6365.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6365.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.853e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.679e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.537e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   6.450e-02 |          100.0001 ‖
‖         5 |     16 |                  0 |   6.310e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   6.135e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   5.961e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   5.793e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   5.657e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   5.502e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   5.351e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   5.207e-02 |           99.9999 ‖
‖        13 |   3072 |                  0 |   5.120e-02 |           99.9997 ‖
‖        13 |   2048 |                  0 |   5.105e-02 |           62.5002 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.355 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6365.vnnlib: sat
--- Verification time: 0.3651 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (921/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3057.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3057.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3057.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.963e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3057.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (922/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5283.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5283.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5283.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.427e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5283.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (923/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2217.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2217.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2217.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.932e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.843e-02 |           58.4994 ‖
‖         3 |      2 |                  2 |   1.648e-02 |           29.2497 ‖
‖         4 |      2 |                  3 |   1.720e-02 |           14.6249 ‖
‖         5 |      1 |                  5 |   1.736e-02 |            0.0000 ‖
‖         6 |      1 |                  6 |   1.522e-02 |            0.0000 ‖
‖         7 |      0 |                  7 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.115 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2217.vnnlib: unsat
--- Verification time: 0.1256 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (924/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7001.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7001.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7001.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.363e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7001.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (925/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1923.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1923.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1923.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.339e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.271e-02 |           91.4670 ‖
‖         3 |      3 |                  1 |   2.241e-02 |           67.3059 ‖
‖         4 |      5 |                  2 |   2.140e-02 |           57.8140 ‖
‖         5 |      9 |                  3 |   2.078e-02 |           49.1851 ‖
‖         6 |     15 |                  6 |   2.016e-02 |           36.2416 ‖
‖         7 |     24 |                 12 |   2.000e-02 |           38.8303 ‖
‖         8 |     39 |                 21 |   1.903e-02 |           29.3385 ‖
‖         9 |     57 |                 40 |   1.876e-02 |            0.0000 ‖
‖        10 |     81 |                 70 |   1.822e-02 |            0.0000 ‖
‖        11 |    108 |                120 |   1.717e-02 |            0.0000 ‖
‖        12 |    137 |                188 |   1.740e-02 |            0.0000 ‖
‖        13 |    178 |                276 |   1.689e-02 |            0.0000 ‖
‖        14 |    223 |                398 |   1.653e-02 |            0.0000 ‖
‖        15 |    274 |                556 |   1.607e-02 |            0.0000 ‖
‖        16 |    311 |                773 |   1.502e-02 |            0.0000 ‖
‖        17 |    317 |               1039 |   1.494e-02 |            0.0000 ‖
‖        18 |    349 |               1296 |   1.391e-02 |            0.0000 ‖
‖        19 |    331 |               1600 |   1.401e-02 |            0.0000 ‖
‖        20 |    331 |               1901 |   1.356e-02 |            0.0000 ‖
‖        21 |    375 |               2156 |   1.321e-02 |            0.0000 ‖
‖        22 |    401 |               2469 |   1.305e-02 |            0.0000 ‖
‖        23 |    444 |               2791 |   1.294e-02 |            0.0000 ‖
‖        24 |    516 |               3135 |   1.279e-02 |            0.0000 ‖
‖        25 |    627 |               3506 |   1.263e-02 |            0.0000 ‖
‖        26 |    725 |               3999 |   1.244e-02 |            0.0000 ‖
‖        27 |    855 |               4546 |   1.210e-02 |            0.0000 ‖
‖        28 |    933 |               5247 |   1.193e-02 |            0.0000 ‖
‖        29 |    887 |               6162 |   1.101e-02 |            0.0000 ‖
‖        30 |    727 |               7041 |   1.075e-02 |            0.0000 ‖
‖        31 |    541 |               7822 |   1.026e-02 |            0.0000 ‖
‖        32 |    434 |               8355 |   1.043e-02 |            0.0000 ‖
‖        33 |    396 |               8783 |   1.008e-02 |            0.0000 ‖
‖        34 |    363 |               9172 |   9.753e-03 |            0.0000 ‖
‖        35 |    334 |               9509 |   9.745e-03 |            0.0000 ‖
‖        36 |    311 |               9829 |   9.418e-03 |            0.0000 ‖
‖        37 |    292 |              10121 |   9.071e-03 |            0.0000 ‖
‖        38 |    237 |              10411 |   8.502e-03 |            0.0000 ‖
‖        39 |    168 |              10663 |   8.362e-03 |            0.0000 ‖
‖        40 |    132 |              10838 |   8.621e-03 |            0.0000 ‖
‖        41 |    121 |              10969 |   8.389e-03 |            0.0000 ‖
‖        42 |    110 |              11088 |   8.408e-03 |            0.0000 ‖
‖        43 |    110 |              11193 |   8.361e-03 |            0.0000 ‖
‖        44 |    107 |              11301 |   7.988e-03 |            0.0000 ‖
‖        45 |    102 |              11404 |   7.953e-03 |            0.0000 ‖
‖        46 |    101 |              11500 |   7.410e-03 |            0.0000 ‖
‖        47 |     90 |              11592 |   7.492e-03 |            0.0000 ‖
‖        48 |     85 |              11673 |   7.348e-03 |            0.0000 ‖
‖        49 |     66 |              11762 |   7.495e-03 |            0.0000 ‖
‖        50 |     63 |              11824 |   7.394e-03 |            0.0000 ‖
‖        51 |     64 |              11880 |   7.261e-03 |            0.0000 ‖
‖        52 |     48 |              11954 |   7.118e-03 |            0.0000 ‖
‖        53 |     35 |              12010 |   6.660e-03 |            0.0000 ‖
‖        54 |     25 |              12048 |   6.644e-03 |            0.0000 ‖
‖        55 |     18 |              12076 |   6.971e-03 |            0.0000 ‖
‖        56 |     13 |              12098 |   5.820e-03 |            0.0000 ‖
‖        57 |      6 |              12113 |   6.433e-03 |            0.0000 ‖
‖        58 |      3 |              12122 |   6.423e-03 |            0.0000 ‖
‖        59 |      1 |              12127 |   6.250e-03 |            0.0000 ‖
‖        60 |      1 |              12128 |   6.091e-03 |            0.0000 ‖
‖        61 |      1 |              12129 |   5.491e-03 |            0.0000 ‖
‖        62 |      0 |              12131 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 3.039 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1923.vnnlib: unsat
--- Verification time: 3.0488 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (926/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6724.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6724.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6724.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.757e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6724.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (927/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1086.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1086.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1086.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.272e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.994e-02 |           32.6051 ‖
‖         3 |      2 |                  1 |   3.070e-02 |           31.0089 ‖
‖         4 |      4 |                  1 |   2.999e-02 |           31.0089 ‖
‖         5 |      8 |                  1 |   2.981e-02 |           31.0089 ‖
‖         6 |     16 |                  1 |   2.892e-02 |           29.5184 ‖
‖         7 |     29 |                  4 |   2.849e-02 |           27.0944 ‖
‖         8 |     53 |                  9 |   2.781e-02 |           23.9191 ‖
‖         9 |     93 |                 21 |   2.710e-02 |           20.9734 ‖
‖        10 |    154 |                 51 |   2.673e-02 |           17.5605 ‖
‖        11 |    258 |                 98 |   2.651e-02 |           14.8063 ‖
‖        12 |    434 |                171 |   2.603e-02 |           12.0023 ‖
‖        13 |    666 |                350 |   2.575e-02 |            9.3801 ‖
‖        14 |   1001 |                661 |   2.541e-02 |            7.2232 ‖
‖        15 |   1404 |               1240 |   2.421e-02 |            4.7045 ‖
‖        16 |   1564 |               2015 |   2.373e-02 |            3.2651 ‖
‖        17 |   2087 |               2398 |   2.361e-02 |            2.6338 ‖
‖        18 |   2748 |               2729 |   2.323e-02 |            2.2553 ‖
‖        19 |   3038 |               3394 |   2.307e-02 |            1.7200 ‖
‖        20 |   3848 |               3580 |   2.293e-02 |            1.5822 ‖
‖        21 |   4228 |               4169 |   2.283e-02 |            1.3370 ‖
‖        22 |   5030 |               4369 |   2.271e-02 |            1.2530 ‖
‖        23 |   5710 |               4674 |   2.261e-02 |            1.1516 ‖
‖        24 |   6524 |               4860 |   2.249e-02 |            1.0987 ‖
‖        25 |   6992 |               5404 |   2.233e-02 |            0.9480 ‖
‖        26 |   7766 |               5649 |   2.218e-02 |            0.8860 ‖
‖        27 |   8447 |               5960 |   2.207e-02 |            0.8287 ‖
‖        28 |   9175 |               6234 |   2.195e-02 |            0.7808 ‖
‖        29 |   9745 |               6670 |   2.179e-02 |            0.6895 ‖
‖        30 |  10419 |               7005 |   2.165e-02 |            0.6438 ‖
‖        31 |  11348 |               7092 |   2.152e-02 |            0.6328 ‖
‖        32 |  12107 |               7336 |   2.136e-02 |            0.6016 ‖
‖        33 |  13073 |               7382 |   2.124e-02 |            0.5991 ‖
‖        34 |  13150 |               8311 |   2.117e-02 |            0.5597 ‖
‖        35 |  13705 |               8704 |   2.121e-02 |            0.5521 ‖
‖        36 |  14481 |               8912 |   2.119e-02 |            0.5500 ‖
‖        37 |  14914 |               9441 |   2.114e-02 |            0.4948 ‖
‖        38 |  15585 |               9751 |   2.110e-02 |            0.4761 ‖
‖        39 |  16103 |              10235 |   2.107e-02 |            0.4377 ‖
‖        40 |  16935 |              10407 |   2.103e-02 |            0.4375 ‖
‖        41 |  17453 |              10882 |   2.099e-02 |            0.4259 ‖
‖        42 |  18048 |              11281 |   2.098e-02 |            0.4254 ‖
‖        43 |  18301 |              11989 |   2.096e-02 |            0.4120 ‖
‖        44 |  18754 |              12517 |   2.095e-02 |            0.4090 ‖
‖        45 |  19360 |              12897 |   2.090e-02 |            0.4058 ‖
‖        46 |  19804 |              13422 |   2.086e-02 |            0.3898 ‖
‖        47 |  20390 |              13841 |   2.080e-02 |            0.3895 ‖
‖        48 |  20497 |              14710 |   2.076e-02 |            0.3589 ‖
‖        49 |  20687 |              15497 |   2.073e-02 |            0.3539 ‖
‖        50 |  20833 |              16303 |   2.071e-02 |            0.3478 ‖
‖        51 |  21206 |              16918 |   2.072e-02 |            0.3474 ‖
‖        52 |  21456 |              17664 |   2.070e-02 |            0.3474 ‖
‖        53 |  21467 |              18625 |   2.069e-02 |            0.3371 ‖
‖        54 |  21257 |              19768 |   2.072e-02 |            0.3249 ‖
‖        55 |  21060 |              20921 |   2.071e-02 |            0.3141 ‖
‖        56 |  20927 |              22014 |   2.076e-02 |            0.3075 ‖
‖        57 |  21128 |              22798 |   2.076e-02 |            0.3061 ‖
‖        58 |  21143 |              23716 |   2.077e-02 |            0.2991 ‖
‖        59 |  21182 |              24657 |   2.073e-02 |            0.2874 ‖
‖        60 |  21228 |              25563 |   2.072e-02 |            0.2747 ‖
‖        61 |  21188 |              26573 |   2.070e-02 |            0.2705 ‖
‖        62 |  21237 |              27438 |   2.070e-02 |            0.2684 ‖
‖        63 |  21364 |              28250 |   2.069e-02 |            0.2673 ‖
‖        64 |  21497 |              29031 |   2.068e-02 |            0.2566 ‖
‖        65 |  21733 |              29754 |   2.065e-02 |            0.2563 ‖
‖        66 |  21769 |              30645 |   2.060e-02 |            0.2509 ‖
‖        67 |  21847 |              31491 |   2.059e-02 |            0.2506 ‖
‖        68 |  21824 |              32454 |   2.055e-02 |            0.2322 ‖
‖        69 |  21781 |              33395 |   2.052e-02 |            0.2241 ‖
‖        70 |  21743 |              34361 |   2.050e-02 |            0.2220 ‖
‖        71 |  21808 |              35238 |   2.047e-02 |            0.2220 ‖
‖        72 |  21795 |              36194 |   2.043e-02 |            0.2219 ‖
‖        73 |  21875 |              37013 |   2.040e-02 |            0.2176 ‖
‖        74 |  21825 |              37987 |   2.038e-02 |            0.2143 ‖
‖        75 |  21899 |              38854 |   2.037e-02 |            0.2105 ‖
‖        76 |  22007 |              39700 |   2.035e-02 |            0.2096 ‖
‖        77 |  21932 |              40714 |   2.032e-02 |            0.2028 ‖
‖        78 |  21943 |              41646 |   2.029e-02 |            0.2021 ‖
‖        79 |  21811 |              42749 |   2.026e-02 |            0.1977 ‖
‖        80 |  21678 |              43781 |   2.025e-02 |            0.1962 ‖
‖        81 |  21604 |              44788 |   2.024e-02 |            0.1957 ‖
‖        82 |  21558 |              45796 |   2.020e-02 |            0.1949 ‖
‖        83 |  21417 |              46821 |   2.018e-02 |            0.1922 ‖
‖        84 |  21209 |              47903 |   2.017e-02 |            0.1889 ‖
‖        85 |  21065 |              48931 |   2.021e-02 |            0.1871 ‖
‖        86 |  21018 |              49923 |   2.020e-02 |            0.1864 ‖
‖        87 |  20530 |              51285 |   2.019e-02 |            0.1740 ‖
‖        88 |  20111 |              52617 |   2.019e-02 |            0.1627 ‖
‖        89 |  19741 |              53896 |   2.016e-02 |            0.1562 ‖
‖        90 |  19212 |              55293 |   2.016e-02 |            0.1533 ‖
‖        91 |  19007 |              56389 |   2.014e-02 |            0.1509 ‖
‖        92 |  19062 |              57220 |   2.014e-02 |            0.1495 ‖
‖        93 |  19160 |              58033 |   2.015e-02 |            0.1473 ‖
‖        94 |  19270 |              58849 |   2.014e-02 |            0.1411 ‖
‖        95 |  19272 |              59805 |   2.012e-02 |            0.1372 ‖
‖        96 |  19063 |              60946 |   2.009e-02 |            0.1254 ‖
‖        97 |  18739 |              62173 |   2.005e-02 |            0.1219 ‖
‖        98 |  18477 |              63293 |   2.003e-02 |            0.1186 ‖
‖        99 |  18060 |              64570 |   2.001e-02 |            0.1139 ‖
‖       100 |  17523 |              65966 |   1.998e-02 |            0.1069 ‖
‖       101 |  17052 |              67258 |   1.997e-02 |            0.0992 ‖
‖       102 |  16845 |              68335 |   1.994e-02 |            0.0926 ‖
‖       103 |  16441 |              69593 |   1.991e-02 |            0.0870 ‖
‖       104 |  16087 |              70856 |   1.985e-02 |            0.0846 ‖
‖       105 |  15539 |              72237 |   1.982e-02 |            0.0819 ‖
‖       106 |  15018 |              73640 |   1.981e-02 |            0.0811 ‖
‖       107 |  14616 |              74909 |   1.982e-02 |            0.0796 ‖
‖       108 |  14200 |              76219 |   1.980e-02 |            0.0792 ‖
‖       109 |  13733 |              77565 |   1.979e-02 |            0.0754 ‖
‖       110 |  13247 |              78938 |   1.975e-02 |            0.0673 ‖
‖       111 |  12682 |              80374 |   1.970e-02 |            0.0620 ‖
‖       112 |  12079 |              81798 |   1.973e-02 |            0.0597 ‖
‖       113 |  11362 |              83324 |   1.977e-02 |            0.0584 ‖
‖       114 |  11008 |              84571 |   1.974e-02 |            0.0562 ‖
‖       115 |  10705 |              85673 |   1.974e-02 |            0.0552 ‖
‖       116 |  10285 |              86919 |   1.975e-02 |            0.0526 ‖
‖       117 |   9956 |              88133 |   1.972e-02 |            0.0482 ‖
‖       118 |   9785 |              89177 |   1.972e-02 |            0.0451 ‖
‖       119 |   9481 |              90310 |   1.970e-02 |            0.0411 ‖
‖       120 |   9067 |              91587 |   1.966e-02 |            0.0395 ‖
‖       121 |   8480 |              93040 |   1.957e-02 |            0.0368 ‖
‖       122 |   7933 |              94426 |   1.954e-02 |            0.0350 ‖
‖       123 |   7313 |              95861 |   1.957e-02 |            0.0340 ‖
‖       124 |   6891 |              97128 |   1.959e-02 |            0.0331 ‖
‖       125 |   6417 |              98474 |   1.953e-02 |            0.0316 ‖
‖       126 |   6089 |              99654 |   1.951e-02 |            0.0303 ‖
‖       127 |   5531 |             101050 |   1.947e-02 |            0.0277 ‖
‖       128 |   4953 |             102478 |   1.939e-02 |            0.0260 ‖
‖       129 |   4502 |             103797 |   1.928e-02 |            0.0247 ‖
‖       130 |   4208 |             104984 |   1.900e-02 |            0.0209 ‖
‖       131 |   3926 |             106071 |   1.898e-02 |            0.0192 ‖
‖       132 |   3628 |             107177 |   1.894e-02 |            0.0166 ‖
‖       133 |   3359 |             108316 |   1.878e-02 |            0.0118 ‖
‖       134 |   3110 |             109398 |   1.874e-02 |            0.0093 ‖
‖       135 |   2836 |             110492 |   1.875e-02 |            0.0080 ‖
‖       136 |   2465 |             111703 |   1.856e-02 |            0.0064 ‖
‖       137 |   2000 |             112982 |   1.859e-02 |            0.0046 ‖
‖       138 |   1532 |             114265 |   1.827e-02 |            0.0025 ‖
‖       139 |   1072 |             115556 |   1.721e-02 |            0.0012 ‖
‖       140 |    477 |             116905 |   1.627e-02 |            0.0002 ‖
‖       141 |    129 |             117541 |   1.597e-02 |            0.0000 ‖
‖       142 |     34 |             117708 |   1.661e-02 |            0.0000 ‖
‖       143 |     11 |             117754 |   1.430e-02 |            0.0000 ‖
‖       144 |      1 |             117767 |   1.856e-02 |            0.0000 ‖
‖       145 |      0 |             117769 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 13.166 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1086.vnnlib: unsat
--- Verification time: 13.1763 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (928/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7037.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7037.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7037.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   8.107e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7037.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (929/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4174.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4174.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4174.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.765e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4174.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (930/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2802.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2802.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2802.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.324e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.167e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.088e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.049e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   5.914e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.740e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   5.591e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.450e-02 |           99.4089 ‖
‖         9 |    247 |                  9 |   5.321e-02 |           94.6082 ‖
‖        10 |    456 |                 44 |   5.241e-02 |           87.6846 ‖
‖        11 |    856 |                 98 |   5.153e-02 |           81.8770 ‖
‖        12 |   1599 |                200 |   5.081e-02 |           76.6922 ‖
‖        13 |   2414 |                394 |   5.014e-02 |           71.6575 ‖
‖        14 |   3432 |                397 |   4.975e-02 |           71.6575 ‖
‖        15 |   4091 |                746 |   4.914e-02 |           66.5574 ‖
‖        16 |   5071 |                777 |   4.879e-02 |           66.1349 ‖
‖        17 |   6095 |                777 |   4.848e-02 |           66.1333 ‖
‖        18 |   7119 |                777 |   4.820e-02 |           66.1333 ‖
‖        19 |   8143 |                777 |   4.790e-02 |           66.1338 ‖
‖        20 |   8935 |                979 |   4.752e-02 |           65.0568 ‖
‖        20 |   7911 |               1034 |   4.775e-02 |           58.1248 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.120 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2802.vnnlib: sat
--- Verification time: 1.1316 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (931/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_480.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_480.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_480.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.186e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_480.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (932/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2300.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2300.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2300.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.653e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2300.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (933/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6624.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6624.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6624.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.700e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6624.vnnlib: sat
--- Verification time: 0.0160 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (934/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_320.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_320.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_320.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.214e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_320.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (935/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_37.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_37.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_37.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.842e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_37.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (936/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_505.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_505.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_505.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.831e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   2.767e-02 |           46.6164 ‖
‖         3 |      1 |                  2 |   2.675e-02 |           17.0788 ‖
‖         4 |      1 |                  3 |   1.366e-02 |            0.0000 ‖
‖         5 |      0 |                  4 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.065 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_505.vnnlib: unsat
--- Verification time: 0.0745 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (937/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1428.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1428.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1428.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.416e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1428.vnnlib: sat
--- Verification time: 0.0161 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (938/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_482.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_482.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_482.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.881e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.816e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.605e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.494e-02 |          100.0000 ‖
‖         5 |     15 |                  1 |   5.461e-02 |           93.7500 ‖
‖         6 |     28 |                  3 |   5.354e-02 |           86.7374 ‖
‖         7 |     51 |                  8 |   5.217e-02 |           75.8045 ‖
‖         8 |     87 |                 22 |   5.095e-02 |           63.6621 ‖
‖         9 |    138 |                 54 |   4.936e-02 |           50.0938 ‖
‖        10 |    211 |                113 |   4.783e-02 |           36.6956 ‖
‖        11 |    314 |                206 |   4.760e-02 |           28.2902 ‖
‖        12 |    451 |                373 |   4.652e-02 |           19.5316 ‖
‖        13 |    621 |                628 |   4.631e-02 |           13.7929 ‖
‖        14 |    890 |                955 |   4.601e-02 |           10.0717 ‖
‖        15 |   1209 |               1490 |   4.484e-02 |            6.6532 ‖
‖        16 |   1482 |               2171 |   4.419e-02 |            4.6207 ‖
‖        17 |   1713 |               2886 |   4.366e-02 |            3.4224 ‖
‖        18 |   2022 |               3521 |   4.297e-02 |            2.5044 ‖
‖        19 |   2109 |               4365 |   4.197e-02 |            1.6851 ‖
‖        20 |   2155 |               5224 |   4.154e-02 |            1.1536 ‖
‖        21 |   2026 |               6260 |   4.096e-02 |            0.7961 ‖
‖        22 |   1655 |               7510 |   4.008e-02 |            0.4858 ‖
‖        23 |   1123 |               8893 |   3.943e-02 |            0.2502 ‖
‖        24 |    461 |              10429 |   3.814e-02 |            0.0644 ‖
‖        25 |     72 |              11162 |   3.613e-02 |            0.0041 ‖
‖        26 |      1 |              11275 |   3.668e-02 |            0.0000 ‖
‖        27 |      0 |              11277 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.672 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_482.vnnlib: unsat
--- Verification time: 1.6819 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (939/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2038.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2038.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2038.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.905e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2038.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (940/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.346e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (941/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7847.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7847.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7847.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.998e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7847.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (942/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1101.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1101.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1101.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.900e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.842e-02 |           35.5567 ‖
‖         3 |      2 |                  1 |   3.757e-02 |           35.5567 ‖
‖         4 |      2 |                  3 |   2.903e-02 |            8.8892 ‖
‖         5 |      0 |                  6 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.081 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1101.vnnlib: unsat
--- Verification time: 0.0903 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (943/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2719.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2719.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2719.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.989e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2719.vnnlib: sat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (944/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1553.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1553.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1553.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.987e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.865e-02 |           73.5433 ‖
‖         3 |      3 |                  1 |   2.829e-02 |           54.0318 ‖
‖         4 |      6 |                  1 |   2.760e-02 |           48.6653 ‖
‖         5 |      9 |                  3 |   2.735e-02 |           44.7545 ‖
‖         6 |     17 |                  4 |   2.655e-02 |           41.8408 ‖
‖         7 |     31 |                  7 |   2.573e-02 |           40.2258 ‖
‖         8 |     58 |                 11 |   2.492e-02 |           36.4247 ‖
‖         9 |    102 |                 25 |   2.445e-02 |           31.4850 ‖
‖        10 |    177 |                 51 |   2.425e-02 |           27.8210 ‖
‖        11 |    317 |                 86 |   2.387e-02 |           24.6610 ‖
‖        12 |    523 |                189 |   2.332e-02 |           20.2497 ‖
‖        13 |    826 |                391 |   2.273e-02 |           15.7596 ‖
‖        14 |   1253 |                754 |   2.208e-02 |           11.6148 ‖
‖        15 |   1696 |               1264 |   2.177e-02 |            8.9722 ‖
‖        16 |   2290 |               1654 |   2.157e-02 |            7.6493 ‖
‖        17 |   3013 |               1875 |   2.149e-02 |            7.1368 ‖
‖        18 |   3608 |               2257 |   2.133e-02 |            6.6211 ‖
‖        19 |   4251 |               2610 |   2.102e-02 |            5.6175 ‖
‖        20 |   4985 |               2865 |   2.084e-02 |            5.2575 ‖
‖        21 |   5577 |               3260 |   2.067e-02 |            4.7335 ‖
‖        22 |   6441 |               3401 |   2.056e-02 |            4.6390 ‖
‖        23 |   7075 |               3758 |   2.040e-02 |            4.3763 ‖
‖        24 |   7846 |               3983 |   2.025e-02 |            4.3696 ‖
‖        25 |   8390 |               4396 |   2.009e-02 |            3.9807 ‖
‖        26 |   9206 |               4593 |   1.989e-02 |            3.8107 ‖
‖        27 |   9795 |               4999 |   1.971e-02 |            3.5776 ‖
‖        28 |  10648 |               5152 |   1.955e-02 |            3.4695 ‖
‖        29 |  11468 |               5332 |   1.944e-02 |            3.4000 ‖
‖        30 |  11881 |               5909 |   1.929e-02 |            3.1451 ‖
‖        31 |  12596 |               6182 |   1.919e-02 |            3.1040 ‖
‖        32 |  12881 |               6898 |   1.904e-02 |            2.9475 ‖
‖        33 |  13295 |               7412 |   1.906e-02 |            2.9209 ‖
‖        34 |  13454 |               8224 |   1.903e-02 |            2.8149 ‖
‖        35 |  13477 |               9159 |   1.901e-02 |            2.6183 ‖
‖        36 |  13672 |               9876 |   1.902e-02 |            2.5673 ‖
‖        37 |  14289 |              10247 |   1.895e-02 |            2.5017 ‖
‖        38 |  14655 |              10856 |   1.888e-02 |            2.4217 ‖
‖        39 |  14985 |              11476 |   1.883e-02 |            2.3670 ‖
‖        40 |  15231 |              12174 |   1.880e-02 |            2.3149 ‖
‖        41 |  15462 |              12891 |   1.878e-02 |            2.2764 ‖
‖        42 |  15721 |              13596 |   1.877e-02 |            2.2079 ‖
‖        43 |  16019 |              14237 |   1.872e-02 |            2.2025 ‖
‖        44 |  16022 |              15122 |   1.869e-02 |            2.0780 ‖
‖        45 |  16300 |              15779 |   1.865e-02 |            2.0711 ‖
‖        46 |  16378 |              16626 |   1.862e-02 |            2.0056 ‖
‖        47 |  16506 |              17450 |   1.859e-02 |            1.9223 ‖
‖        48 |  16563 |              18346 |   1.857e-02 |            1.8853 ‖
‖        49 |  16668 |              19206 |   1.854e-02 |            1.7769 ‖
‖        50 |  16903 |              19920 |   1.855e-02 |            1.7632 ‖
‖        51 |  16986 |              20793 |   1.854e-02 |            1.7185 ‖
‖        52 |  16843 |              21873 |   1.851e-02 |            1.6405 ‖
‖        53 |  16760 |              22898 |   1.851e-02 |            1.6031 ‖
‖        54 |  17073 |              23518 |   1.854e-02 |            1.5994 ‖
‖        55 |  17100 |              24427 |   1.855e-02 |            1.5599 ‖
‖        56 |  17094 |              25323 |   1.853e-02 |            1.4947 ‖
‖        57 |  17155 |              26208 |   1.848e-02 |            1.3879 ‖
‖        58 |  17394 |              26870 |   1.846e-02 |            1.3461 ‖
‖        59 |  17467 |              27698 |   1.845e-02 |            1.3144 ‖
‖        60 |  17471 |              28634 |   1.843e-02 |            1.2598 ‖
‖        61 |  17482 |              29568 |   1.837e-02 |            1.1748 ‖
‖        62 |  17645 |              30340 |   1.833e-02 |            1.1566 ‖
‖        63 |  17580 |              31318 |   1.830e-02 |            1.1149 ‖
‖        64 |  17496 |              32229 |   1.830e-02 |            1.1008 ‖
‖        65 |  17244 |              33376 |   1.828e-02 |            0.9891 ‖
‖        66 |  16939 |              34549 |   1.828e-02 |            0.9431 ‖
‖        67 |  16798 |              35596 |   1.827e-02 |            0.9185 ‖
‖        68 |  16699 |              36609 |   1.827e-02 |            0.8966 ‖
‖        69 |  16514 |              37666 |   1.827e-02 |            0.8805 ‖
‖        70 |  16336 |              38743 |   1.828e-02 |            0.8654 ‖
‖        71 |  16347 |              39663 |   1.826e-02 |            0.8479 ‖
‖        72 |  16451 |              40475 |   1.827e-02 |            0.8305 ‖
‖        73 |  16492 |              41369 |   1.826e-02 |            0.8286 ‖
‖        74 |  16294 |              42480 |   1.823e-02 |            0.7964 ‖
‖        75 |  16207 |              43412 |   1.825e-02 |            0.7835 ‖
‖        76 |  16121 |              44441 |   1.823e-02 |            0.7766 ‖
‖        77 |  15870 |              45571 |   1.825e-02 |            0.7672 ‖
‖        78 |  15690 |              46647 |   1.825e-02 |            0.7398 ‖
‖        79 |  15556 |              47654 |   1.824e-02 |            0.7201 ‖
‖        80 |  15414 |              48684 |   1.820e-02 |            0.6883 ‖
‖        81 |  15186 |              49780 |   1.820e-02 |            0.6317 ‖
‖        82 |  15380 |              50504 |   1.819e-02 |            0.6125 ‖
‖        83 |  15367 |              51405 |   1.817e-02 |            0.5654 ‖
‖        84 |  15249 |              52388 |   1.816e-02 |            0.5516 ‖
‖        85 |  14915 |              53611 |   1.813e-02 |            0.5398 ‖
‖        86 |  14793 |              54623 |   1.810e-02 |            0.5335 ‖
‖        87 |  14734 |              55553 |   1.808e-02 |            0.5261 ‖
‖        88 |  14589 |              56599 |   1.804e-02 |            0.5080 ‖
‖        89 |  14268 |              57811 |   1.801e-02 |            0.4791 ‖
‖        90 |  13828 |              59075 |   1.801e-02 |            0.4541 ‖
‖        91 |  13577 |              60190 |   1.800e-02 |            0.4328 ‖
‖        92 |  13296 |              61342 |   1.797e-02 |            0.4204 ‖
‖        93 |  13061 |              62445 |   1.794e-02 |            0.4033 ‖
‖        94 |  12793 |              63583 |   1.792e-02 |            0.3864 ‖
‖        95 |  12463 |              64770 |   1.789e-02 |            0.3833 ‖
‖        96 |  12087 |              66033 |   1.786e-02 |            0.3719 ‖
‖        97 |  11715 |              67236 |   1.789e-02 |            0.3595 ‖
‖        98 |  11330 |              68465 |   1.790e-02 |            0.3303 ‖
‖        99 |  10885 |              69776 |   1.789e-02 |            0.3033 ‖
‖       100 |  10527 |              71034 |   1.782e-02 |            0.2806 ‖
‖       101 |  10148 |              72280 |   1.780e-02 |            0.2620 ‖
‖       102 |   9842 |              73472 |   1.774e-02 |            0.2450 ‖
‖       103 |   9613 |              74596 |   1.769e-02 |            0.2311 ‖
‖       104 |   9321 |              75772 |   1.761e-02 |            0.2220 ‖
‖       105 |   8959 |              76977 |   1.762e-02 |            0.2093 ‖
‖       106 |   8657 |              78174 |   1.758e-02 |            0.2019 ‖
‖       107 |   8287 |              79441 |   1.753e-02 |            0.1933 ‖
‖       108 |   7790 |              80819 |   1.746e-02 |            0.1836 ‖
‖       109 |   7257 |              82188 |   1.742e-02 |            0.1736 ‖
‖       110 |   6734 |              83506 |   1.742e-02 |            0.1562 ‖
‖       111 |   6403 |              84738 |   1.734e-02 |            0.1472 ‖
‖       112 |   6024 |              85971 |   1.726e-02 |            0.1241 ‖
‖       113 |   5625 |              87231 |   1.727e-02 |            0.1159 ‖
‖       114 |   5195 |              88502 |   1.722e-02 |            0.1067 ‖
‖       115 |   4723 |              89870 |   1.705e-02 |            0.0986 ‖
‖       116 |   4194 |              91199 |   1.700e-02 |            0.0861 ‖
‖       117 |   3754 |              92475 |   1.696e-02 |            0.0719 ‖
‖       118 |   3219 |              93820 |   1.689e-02 |            0.0572 ‖
‖       119 |   2567 |              95283 |   1.668e-02 |            0.0421 ‖
‖       120 |   1895 |              96732 |   1.666e-02 |            0.0278 ‖
‖       121 |   1331 |              98152 |   1.627e-02 |            0.0151 ‖
‖       122 |    660 |              99595 |   1.567e-02 |            0.0048 ‖
‖       123 |    289 |             100477 |   1.522e-02 |            0.0010 ‖
‖       124 |    119 |             100876 |   1.457e-02 |            0.0002 ‖
‖       125 |     38 |             101045 |   1.383e-02 |            0.0000 ‖
‖       126 |      5 |             101105 |   1.213e-02 |            0.0000 ‖
‖       127 |      1 |             101111 |   1.397e-02 |            0.0000 ‖
‖       128 |      0 |             101113 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 11.277 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1553.vnnlib: unsat
--- Verification time: 11.2872 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (945/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4596.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4596.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4596.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.260e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.129e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.031e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.963e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.892e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   3.803e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   3.716e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   3.629e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   3.521e-02 |          100.0000 ‖
‖        10 |    510 |                  2 |   3.433e-02 |           99.5407 ‖
‖        11 |   1010 |                 12 |   3.351e-02 |           97.9162 ‖
‖        12 |   1962 |                 65 |   3.270e-02 |           95.0950 ‖
‖        13 |   2894 |                155 |   3.209e-02 |           92.3151 ‖
‖        14 |   3836 |                236 |   3.166e-02 |           89.5683 ‖
‖        15 |   4747 |                327 |   3.143e-02 |           88.7430 ‖
‖        16 |   5740 |                352 |   3.113e-02 |           88.4749 ‖
‖        17 |   6645 |                470 |   3.089e-02 |           87.0214 ‖
‖        18 |   7354 |                766 |   3.066e-02 |           85.0087 ‖
‖        19 |   8210 |                925 |   3.048e-02 |           84.2467 ‖
‖        20 |   8888 |               1263 |   3.029e-02 |           80.7945 ‖
‖        21 |   9389 |               1753 |   3.014e-02 |           77.1244 ‖
‖        22 |   9876 |               2268 |   2.997e-02 |           74.4765 ‖
‖        23 |  10448 |               2698 |   2.984e-02 |           72.0617 ‖
‖        24 |  11105 |               3051 |   2.968e-02 |           70.2704 ‖
‖        25 |  11745 |               3415 |   2.953e-02 |           68.6571 ‖
‖        26 |  12575 |               3599 |   2.937e-02 |           67.8992 ‖
‖        27 |  13445 |               3743 |   2.915e-02 |           67.4057 ‖
‖        28 |  14410 |               3798 |   2.890e-02 |           67.1786 ‖
‖        29 |  15379 |               3842 |   2.871e-02 |           67.1289 ‖
‖        30 |  16074 |               4153 |   2.852e-02 |           66.5535 ‖
‖        31 |  16774 |               4444 |   2.841e-02 |           66.0416 ‖
‖        32 |  17468 |               4731 |   2.834e-02 |           65.9441 ‖
‖        33 |  18182 |               5007 |   2.825e-02 |           65.6954 ‖
‖        34 |  18845 |               5340 |   2.819e-02 |           65.5989 ‖
‖        35 |  19184 |               5945 |   2.821e-02 |           64.8962 ‖
‖        36 |  19712 |               6395 |   2.823e-02 |           64.8650 ‖
‖        37 |  20179 |               6886 |   2.822e-02 |           64.1507 ‖
‖        38 |  20745 |               7308 |   2.815e-02 |           63.0355 ‖
‖        39 |  21304 |               7724 |   2.807e-02 |           62.3302 ‖
‖        40 |  22047 |               7979 |   2.798e-02 |           61.5726 ‖
‖        41 |  22664 |               8336 |   2.788e-02 |           60.6202 ‖
‖        42 |  23472 |               8544 |   2.777e-02 |           59.9455 ‖
‖        43 |  24061 |               8955 |   2.765e-02 |           59.1232 ‖
‖        44 |  24669 |               9308 |   2.756e-02 |           58.8327 ‖
‖        45 |  25181 |               9768 |   2.749e-02 |           57.6870 ‖
‖        46 |  25693 |              10210 |   2.744e-02 |           57.2799 ‖
‖        47 |  26296 |              10588 |   2.737e-02 |           56.4849 ‖
‖        48 |  26896 |              10990 |   2.731e-02 |           56.1194 ‖
‖        49 |  27434 |              11421 |   2.726e-02 |           55.5627 ‖
‖        50 |  27969 |              11869 |   2.720e-02 |           55.1736 ‖
‖        51 |  28428 |              12382 |   2.720e-02 |           55.0695 ‖
‖        52 |  28913 |              12854 |   2.716e-02 |           54.9455 ‖
‖        53 |  29452 |              13292 |   2.710e-02 |           54.6414 ‖
‖        54 |  29982 |              13736 |   2.704e-02 |           54.4331 ‖
‖        55 |  30480 |              14222 |   2.697e-02 |           54.3471 ‖
‖        56 |  30962 |              14704 |   2.698e-02 |           54.3019 ‖
‖        57 |  31345 |              15281 |   2.695e-02 |           54.2707 ‖
‖        58 |  31758 |              15820 |   2.693e-02 |           54.2655 ‖
‖        59 |  31905 |              16621 |   2.694e-02 |           53.9211 ‖
‖        60 |  32297 |              17165 |   2.697e-02 |           53.8375 ‖
‖        61 |  32629 |              17783 |   2.697e-02 |           53.5495 ‖
‖        62 |  33064 |              18323 |   2.698e-02 |           52.9831 ‖
‖        63 |  33535 |              18827 |   2.697e-02 |           52.8682 ‖
‖        64 |  34202 |              19142 |   2.698e-02 |           52.7987 ‖
‖        65 |  34827 |              19500 |   2.696e-02 |           52.7923 ‖
‖        66 |  35363 |              19942 |   2.696e-02 |           52.5994 ‖
‖        67 |  36119 |              20177 |   2.695e-02 |           52.5986 ‖
‖        68 |  36626 |              20657 |   2.693e-02 |           52.3979 ‖
‖        69 |  37294 |              20973 |   2.693e-02 |           52.3079 ‖
‖        70 |  37727 |              21515 |   2.691e-02 |           51.9316 ‖
‖        71 |  38415 |              21817 |   2.689e-02 |           51.7082 ‖
‖        72 |  39280 |              21959 |   2.686e-02 |           51.6034 ‖
‖        73 |  40162 |              22084 |   2.683e-02 |           51.6033 ‖
‖        74 |  40857 |              22387 |   2.679e-02 |           51.4132 ‖
‖        75 |  41529 |              22699 |   2.677e-02 |           51.3447 ‖
‖        76 |  41992 |              23189 |   2.673e-02 |           50.9865 ‖
‖        77 |  42570 |              23595 |   2.670e-02 |           50.6932 ‖
‖        78 |  42844 |              24270 |   2.668e-02 |           50.4813 ‖
‖        79 |  43186 |              24868 |   2.668e-02 |           50.3753 ‖
‖        80 |  43627 |              25387 |   2.665e-02 |           50.1788 ‖
‖        81 |  44372 |              25622 |   2.664e-02 |           50.0784 ‖
‖        82 |  45049 |              25952 |   2.659e-02 |           49.9090 ‖
‖        83 |  45487 |              26479 |   2.655e-02 |           49.2634 ‖
‖        84 |  46133 |              26829 |   2.651e-02 |           49.0238 ‖
‖        85 |  46605 |              27308 |   2.647e-02 |           48.5664 ‖
‖        86 |  47225 |              27675 |   2.643e-02 |           48.1356 ‖
‖        87 |  47682 |              28180 |   2.639e-02 |           47.9879 ‖
‖        88 |  48045 |              28774 |   2.637e-02 |           47.7273 ‖
‖        89 |  48523 |              29253 |   2.633e-02 |           47.7092 ‖
‖        90 |  48993 |              29763 |   2.630e-02 |           47.5351 ‖
‖        91 |  49542 |              30168 |   2.627e-02 |           47.4932 ‖
‖        92 |  49926 |              30742 |   2.624e-02 |           46.9378 ‖
‖        93 |  50296 |              31323 |   2.621e-02 |           46.5489 ‖
‖        94 |  50619 |              31967 |   2.620e-02 |           46.2706 ‖
‖        95 |  51003 |              32537 |   2.618e-02 |           46.1668 ‖
‖        96 |  51154 |              33324 |   2.618e-02 |           45.6134 ‖
‖        97 |  51639 |              33784 |   2.617e-02 |           45.5856 ‖
‖        98 |  52205 |              34198 |   2.615e-02 |           45.3747 ‖
‖        99 |  52737 |              34626 |   2.615e-02 |           45.1582 ‖
‖       100 |  53184 |              35171 |   2.611e-02 |           44.8820 ‖
‖       101 |  53660 |              35640 |   2.611e-02 |           44.5921 ‖
‖       102 |  53979 |              36302 |   2.608e-02 |           44.3236 ‖
‖       103 |  54265 |              36947 |   2.608e-02 |           44.0666 ‖
‖       104 |  54509 |              37654 |   2.608e-02 |           43.9479 ‖
‖       105 |  54994 |              38125 |   2.609e-02 |           43.8597 ‖
‖       106 |  55425 |              38662 |   2.610e-02 |           43.7292 ‖
‖       107 |  55871 |              39181 |   2.609e-02 |           43.6899 ‖
‖       108 |  56109 |              39890 |   2.608e-02 |           43.4804 ‖
‖       109 |  56504 |              40426 |   2.607e-02 |           43.3209 ‖
‖       110 |  56866 |              41044 |   2.606e-02 |           43.1650 ‖
‖       111 |  57282 |              41581 |   2.606e-02 |           43.0685 ‖
‖       112 |  57621 |              42208 |   2.604e-02 |           42.9101 ‖
‖       113 |  57921 |              42848 |   2.603e-02 |           42.8568 ‖
‖       114 |  58282 |              43433 |   2.603e-02 |           42.7735 ‖
‖       115 |  58826 |              43849 |   2.605e-02 |           42.7188 ‖
‖       116 |  59339 |              44307 |   2.605e-02 |           42.6136 ‖
‖       117 |  59580 |              45028 |   2.604e-02 |           42.5296 ‖
‖       118 |  59994 |              45537 |   2.606e-02 |           42.4760 ‖
‖       119 |  60429 |              46084 |   2.603e-02 |           42.4484 ‖
‖       120 |  60646 |              46813 |   2.603e-02 |           42.2539 ‖
‖       121 |  61087 |              47327 |   2.603e-02 |           42.1658 ‖
‖       122 |  61636 |              47761 |   2.605e-02 |           42.1400 ‖
‖       123 |  61999 |              48372 |   2.604e-02 |           41.8637 ‖
‖       124 |  62254 |              49079 |   2.603e-02 |           41.6620 ‖
‖       125 |  62705 |              49581 |   2.604e-02 |           41.5632 ‖
‖       126 |  63055 |              50188 |   2.604e-02 |           41.3509 ‖
‖       127 |  63529 |              50677 |   2.603e-02 |           41.2563 ‖
‖       128 |  64113 |              51085 |   2.603e-02 |           41.2260 ‖
‖       129 |  64767 |              51413 |   2.604e-02 |           41.1820 ‖
‖       130 |  65420 |              51748 |   2.603e-02 |           41.1483 ‖
‖       131 |  66082 |              52067 |   2.604e-02 |           41.1324 ‖
‖       132 |  66700 |              52427 |   2.602e-02 |           41.1224 ‖
‖       133 |  67313 |              52799 |   2.602e-02 |           40.9577 ‖
‖       134 |  68086 |              53023 |   2.601e-02 |           40.9523 ‖
‖       135 |  68901 |              53192 |   2.601e-02 |           40.9458 ‖
‖       136 |  69705 |              53394 |   2.600e-02 |           40.9452 ‖
‖       137 |  70316 |              53781 |   2.598e-02 |           40.8214 ‖
‖       138 |  70851 |              54209 |   2.597e-02 |           40.7445 ‖
‖       139 |  71364 |              54677 |   2.595e-02 |           40.6441 ‖
‖       140 |  72078 |              54958 |   2.594e-02 |           40.5391 ‖
‖       141 |  72584 |              55432 |   2.592e-02 |           40.4305 ‖
‖       142 |  73074 |              55921 |   2.590e-02 |           40.2983 ‖
‖       143 |  73388 |              56558 |   2.588e-02 |           40.1443 ‖
‖       144 |  73893 |              57021 |   2.588e-02 |           40.0742 ‖
‖       145 |  74467 |              57419 |   2.587e-02 |           40.0615 ‖
‖       146 |  75051 |              57809 |   2.586e-02 |           39.9838 ‖
‖       147 |  75713 |              58144 |   2.586e-02 |           39.9767 ‖
‖       148 |  76307 |              58524 |   2.585e-02 |           39.9743 ‖
‖       149 |  77010 |              58812 |   2.584e-02 |           39.9727 ‖
‖       150 |  77624 |              59180 |   2.584e-02 |           39.9726 ‖
‖       151 |  78069 |              59699 |   2.583e-02 |           39.8398 ‖
‖       152 |  78590 |              60150 |   2.582e-02 |           39.8323 ‖
‖       153 |  79146 |              60558 |   2.581e-02 |           39.8165 ‖
‖       154 |  79674 |              61016 |   2.581e-02 |           39.7721 ‖
‖       155 |  79971 |              61654 |   2.580e-02 |           39.7631 ‖
‖       156 |  80009 |              62517 |   2.580e-02 |           39.5708 ‖
‖       157 |  80167 |              63271 |   2.580e-02 |           39.5690 ‖
‖       158 |  80665 |              63694 |   2.581e-02 |           39.4576 ‖
‖       159 |  81273 |              64082 |   2.581e-02 |           39.4489 ‖
‖       160 |  81565 |              64728 |   2.581e-02 |           39.3254 ‖
‖       161 |  81944 |              65317 |   2.580e-02 |           39.2591 ‖
‖       162 |  82567 |              65662 |   2.580e-02 |           39.2146 ‖
‖       163 |  82974 |              66230 |   2.578e-02 |           39.0831 ‖
‖       164 |  83418 |              66756 |   2.576e-02 |           39.0825 ‖
‖       165 |  83774 |              67348 |   2.575e-02 |           38.9775 ‖
‖       166 |  84242 |              67861 |   2.575e-02 |           38.9523 ‖
‖       167 |  84489 |              68540 |   2.574e-02 |           38.8843 ‖
‖       168 |  84808 |              69159 |   2.574e-02 |           38.8755 ‖
‖       169 |  85228 |              69676 |   2.573e-02 |           38.8670 ‖
‖       170 |  85530 |              70326 |   2.572e-02 |           38.5836 ‖
‖       171 |  85891 |              70896 |   2.570e-02 |           38.4676 ‖
‖       172 |  86224 |              71522 |   2.569e-02 |           38.4123 ‖
‖       173 |  86527 |              72136 |   2.568e-02 |           38.3947 ‖
‖       174 |  86860 |              72760 |   2.567e-02 |           38.0749 ‖
‖       175 |  87239 |              73342 |   2.565e-02 |           38.0717 ‖
‖       176 |  87489 |              74024 |   2.565e-02 |           37.8497 ‖
‖       177 |  87778 |              74671 |   2.564e-02 |           37.8039 ‖
‖       178 |  87956 |              75426 |   2.564e-02 |           37.7451 ‖
‖       179 |  88350 |              75971 |   2.564e-02 |           37.7398 ‖
‖       180 |  88706 |              76547 |   2.565e-02 |           37.5701 ‖
‖       181 |  89208 |              77033 |   2.564e-02 |           37.5707 ‖
‖       182 |  89723 |              77481 |   2.563e-02 |           37.5706 ‖
‖       183 |  90167 |              77981 |   2.562e-02 |           37.5393 ‖
‖       184 |  90553 |              78572 |   2.561e-02 |           37.4378 ‖
‖       185 |  91067 |              79025 |   2.560e-02 |           37.4077 ‖
‖       186 |  91566 |              79507 |   2.558e-02 |           37.3929 ‖
‖       187 |  91905 |              80122 |   2.557e-02 |           37.2881 ‖
‖       188 |  92170 |              80793 |   2.556e-02 |           36.9824 ‖
‖       189 |  92484 |              81448 |   2.554e-02 |           36.7925 ‖
‖       190 |  92715 |              82171 |   2.553e-02 |           36.7552 ‖
‖       191 |  92805 |              83000 |   2.553e-02 |           36.5204 ‖
‖       192 |  92980 |              83748 |   2.554e-02 |           36.4248 ‖
‖       193 |  93252 |              84419 |   2.554e-02 |           36.3524 ‖
‖       194 |  93542 |              85080 |   2.553e-02 |           36.1934 ‖
‖       195 |  93910 |              85635 |   2.552e-02 |           36.0189 ‖
‖       196 |  94573 |              85944 |   2.552e-02 |           35.9907 ‖
‖       197 |  95003 |              86485 |   2.551e-02 |           35.9365 ‖
‖       198 |  95241 |              87170 |   2.550e-02 |           35.7702 ‖
‖       199 |  95638 |              87752 |   2.549e-02 |           35.7597 ‖
‖       200 |  95903 |              88434 |   2.549e-02 |           35.5699 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4596.vnnlib: unknown
--- Verification time: 20.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (946/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2644.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2644.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2644.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.965e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2644.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (947/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5029.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5029.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5029.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.942e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.836e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.711e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.501e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.353e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.208e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.068e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.895e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.811e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.726e-02 |          100.0000 ‖
‖        11 |   1024 |                  0 |   4.651e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.579e-02 |          100.0001 ‖
‖        13 |   3072 |                  0 |   4.530e-02 |          100.0001 ‖
‖        14 |   4096 |                  0 |   4.496e-02 |          100.0001 ‖
‖        15 |   5120 |                  0 |   4.467e-02 |          100.0001 ‖
‖        16 |   6144 |                  0 |   4.431e-02 |          100.0001 ‖
‖        17 |   7168 |                  0 |   4.401e-02 |          100.0001 ‖
‖        18 |   8192 |                  0 |   4.373e-02 |           99.9996 ‖
‖        19 |   9216 |                  0 |   4.348e-02 |           99.9993 ‖
‖        20 |  10240 |                  0 |   4.323e-02 |           99.9994 ‖
‖        21 |  11264 |                  0 |   4.295e-02 |          100.0000 ‖
‖        22 |  12288 |                  0 |   4.271e-02 |          100.0000 ‖
‖        23 |  13312 |                  0 |   4.246e-02 |           99.9991 ‖
‖        24 |  14336 |                  0 |   4.216e-02 |           99.9986 ‖
‖        25 |  15358 |                  2 |   4.190e-02 |           99.9785 ‖
‖        26 |  16382 |                  2 |   4.166e-02 |           99.9776 ‖
‖        27 |  17406 |                  2 |   4.138e-02 |           99.9772 ‖
‖        28 |  18430 |                  2 |   4.116e-02 |           99.9768 ‖
‖        29 |  19454 |                  2 |   4.094e-02 |           99.9764 ‖
‖        30 |  20478 |                  2 |   4.066e-02 |           99.9770 ‖
‖        31 |  21502 |                  2 |   4.047e-02 |           99.9769 ‖
‖        32 |  22526 |                  2 |   4.027e-02 |           99.9782 ‖
‖        33 |  23550 |                  2 |   4.001e-02 |           99.9785 ‖
‖        34 |  24574 |                  2 |   3.984e-02 |           99.9786 ‖
‖        35 |  25598 |                  2 |   3.967e-02 |           99.9791 ‖
‖        36 |  26622 |                  2 |   3.942e-02 |           99.9787 ‖
‖        37 |  27646 |                  2 |   3.926e-02 |           99.9779 ‖
‖        38 |  28670 |                  2 |   3.910e-02 |           99.9772 ‖
‖        39 |  29694 |                  2 |   3.886e-02 |           99.9769 ‖
‖        40 |  30718 |                  2 |   3.870e-02 |           99.9754 ‖
‖        41 |  31742 |                  2 |   3.854e-02 |           99.9742 ‖
‖        42 |  32766 |                  2 |   3.831e-02 |           99.9747 ‖
‖        43 |  33790 |                  2 |   3.817e-02 |           99.9740 ‖
‖        44 |  34814 |                  2 |   3.804e-02 |           99.9748 ‖
‖        45 |  35838 |                  2 |   3.781e-02 |           99.9751 ‖
‖        46 |  36862 |                  2 |   3.768e-02 |           99.9756 ‖
‖        47 |  37886 |                  2 |   3.755e-02 |           99.9763 ‖
‖        48 |  38910 |                  2 |   3.731e-02 |           99.9758 ‖
‖        49 |  39934 |                  2 |   3.717e-02 |           99.9759 ‖
‖        50 |  40958 |                  2 |   3.702e-02 |           99.9759 ‖
‖        51 |  41982 |                  2 |   3.679e-02 |           99.9757 ‖
‖        52 |  42964 |                 44 |   3.665e-02 |           99.8001 ‖
‖        53 |  43987 |                 45 |   3.651e-02 |           99.7862 ‖
‖        54 |  45011 |                 45 |   3.628e-02 |           99.7867 ‖
‖        55 |  46035 |                 45 |   3.615e-02 |           99.7864 ‖
‖        56 |  47049 |                 55 |   3.603e-02 |           99.7870 ‖
‖        57 |  48071 |                 57 |   3.581e-02 |           99.7873 ‖
‖        58 |  49082 |                 67 |   3.568e-02 |           99.7882 ‖
‖        59 |  50011 |                161 |   3.556e-02 |           99.7883 ‖
‖        60 |  50787 |                385 |   3.542e-02 |           99.7878 ‖
‖        61 |  51528 |                629 |   3.540e-02 |           99.7880 ‖
‖        62 |  52190 |                935 |   3.541e-02 |           99.7884 ‖
‖        63 |  52772 |               1336 |   3.534e-02 |           99.7888 ‖
‖        64 |  53407 |               1668 |   3.536e-02 |           99.7894 ‖
‖        65 |  54043 |               2016 |   3.537e-02 |           99.7900 ‖
‖        66 |  54581 |               2453 |   3.532e-02 |           99.7902 ‖
‖        67 |  55045 |               2960 |   3.537e-02 |           99.7905 ‖
‖        68 |  55448 |               3531 |   3.545e-02 |           99.7908 ‖
‖        69 |  56014 |               3924 |   3.547e-02 |           99.7909 ‖
‖        70 |  56808 |               4130 |   3.552e-02 |           99.7905 ‖
‖        71 |  57736 |               4209 |   3.554e-02 |           99.7901 ‖
‖        72 |  58709 |               4253 |   3.544e-02 |           99.7902 ‖
‖        73 |  59691 |               4291 |   3.544e-02 |           99.7899 ‖
‖        74 |  60686 |               4316 |   3.544e-02 |           99.7903 ‖
‖        75 |  61680 |               4342 |   3.532e-02 |           99.7903 ‖
‖        76 |  62690 |               4354 |   3.528e-02 |           99.7898 ‖
‖        77 |  63711 |               4356 |   3.524e-02 |           99.7894 ‖
‖        78 |  64733 |               4358 |   3.511e-02 |           99.7894 ‖
‖        79 |  65757 |               4358 |   3.509e-02 |           99.7900 ‖
‖        80 |  66781 |               4358 |   3.507e-02 |           99.7906 ‖
‖        81 |  67805 |               4358 |   3.495e-02 |           99.7906 ‖
‖        82 |  68829 |               4358 |   3.492e-02 |           99.7883 ‖
‖        83 |  69853 |               4358 |   3.489e-02 |           99.7880 ‖
‖        84 |  70877 |               4358 |   3.476e-02 |           99.7880 ‖
‖        85 |  71901 |               4358 |   3.470e-02 |           99.7878 ‖
‖        86 |  72925 |               4358 |   3.464e-02 |           99.7875 ‖
‖        87 |  73949 |               4358 |   3.450e-02 |           99.7875 ‖
‖        88 |  74968 |               4363 |   3.447e-02 |           99.7867 ‖
‖        89 |  75976 |               4378 |   3.443e-02 |           99.7872 ‖
‖        90 |  76949 |               4424 |   3.430e-02 |           99.7872 ‖
‖        91 |  77884 |               4505 |   3.427e-02 |           99.7872 ‖
‖        92 |  78642 |               4757 |   3.427e-02 |           99.7878 ‖
‖        93 |  79195 |               5186 |   3.421e-02 |           99.7878 ‖
‖        94 |  79789 |               5572 |   3.421e-02 |           99.7883 ‖
‖        95 |  80436 |               5913 |   3.421e-02 |           99.7888 ‖
‖        96 |  81245 |               6103 |   3.414e-02 |           99.7888 ‖
‖        97 |  82199 |               6159 |   3.413e-02 |           99.7892 ‖
‖        98 |  83188 |               6188 |   3.412e-02 |           99.7906 ‖
‖        99 |  84198 |               6198 |   3.401e-02 |           99.7906 ‖
‖       100 |  85220 |               6199 |   3.400e-02 |           99.7911 ‖
‖       101 |  86244 |               6199 |   3.397e-02 |           99.7914 ‖
‖       102 |  87268 |               6199 |   3.386e-02 |           99.7914 ‖
‖       103 |  88292 |               6199 |   3.380e-02 |           99.7917 ‖
‖       104 |  89316 |               6199 |   3.374e-02 |           99.7910 ‖
‖       105 |  90340 |               6199 |   3.363e-02 |           99.7911 ‖
‖       106 |  91361 |               6202 |   3.360e-02 |           99.7909 ‖
‖       107 |  92364 |               6222 |   3.357e-02 |           99.7911 ‖
‖       108 |  93235 |               6366 |   3.347e-02 |           99.7909 ‖
‖       109 |  94031 |               6577 |   3.347e-02 |           99.7909 ‖
‖       110 |  94733 |               6876 |   3.348e-02 |           99.7910 ‖
‖       111 |  95361 |               7245 |   3.341e-02 |           99.7910 ‖
‖       112 |  95862 |               7719 |   3.341e-02 |           99.7911 ‖
‖       113 |  96316 |               8218 |   3.343e-02 |           99.7911 ‖
‖       114 |  96845 |               8648 |   3.339e-02 |           99.7910 ‖
‖       115 |  97729 |               8773 |   3.340e-02 |           99.7909 ‖
‖       116 |  98718 |               8803 |   3.339e-02 |           99.7909 ‖
‖       117 |  99736 |               8808 |   3.328e-02 |           99.7910 ‖
‖       118 | 100757 |               8810 |   3.327e-02 |           99.7910 ‖
‖       119 | 101779 |               8812 |   3.325e-02 |           99.7909 ‖
‖       120 | 102803 |               8812 |   3.313e-02 |           99.7909 ‖
‖       121 | 103825 |               8814 |   3.307e-02 |           99.7910 ‖
‖       122 | 104811 |               8851 |   3.301e-02 |           99.7910 ‖
‖       123 | 105761 |               8923 |   3.290e-02 |           99.7910 ‖
‖       124 | 106676 |               9029 |   3.288e-02 |           99.7911 ‖
‖       125 | 107560 |               9159 |   3.286e-02 |           99.7908 ‖
‖       126 | 108356 |               9371 |   3.277e-02 |           99.7909 ‖
‖       127 | 109017 |               9721 |   3.278e-02 |           99.7909 ‖
‖       128 | 109622 |              10073 |   3.280e-02 |           99.7911 ‖
‖       129 | 110297 |              10394 |   3.272e-02 |           99.7911 ‖
‖       130 | 111279 |              10419 |   3.267e-02 |           99.7911 ‖
‖       131 | 112282 |              10439 |   3.262e-02 |           99.7910 ‖
‖       132 | 113244 |              10501 |   3.251e-02 |           99.7874 ‖
‖       133 | 113988 |              10775 |   3.247e-02 |           99.3975 ‖
‖       134 | 114798 |              10980 |   3.245e-02 |           99.2579 ‖
‖       135 | 115622 |              11164 |   3.236e-02 |           99.2501 ‖
‖       136 | 116407 |              11388 |   3.235e-02 |           99.1738 ‖
‖       137 | 117100 |              11688 |   3.235e-02 |           99.1514 ‖
‖       138 | 117710 |              12024 |   3.229e-02 |           99.1514 ‖
‖       139 | 118533 |              12186 |   3.225e-02 |           99.1515 ‖
‖       140 | 119391 |              12325 |   3.221e-02 |           99.1515 ‖
‖       141 | 120195 |              12523 |   3.213e-02 |           99.1326 ‖
‖       142 | 120909 |              12812 |   3.214e-02 |           99.0737 ‖
‖       143 | 121557 |              13172 |   3.214e-02 |           99.0578 ‖
‖       144 | 122036 |              13635 |   3.209e-02 |           99.0499 ‖
‖       145 | 122840 |              13823 |   3.210e-02 |           99.0477 ‖
‖       146 | 123709 |              13966 |   3.208e-02 |           99.0477 ‖
‖       147 | 124370 |              14289 |   3.201e-02 |           99.0478 ‖
‖       148 | 125030 |              14627 |   3.199e-02 |           99.0477 ‖
‖       149 | 125524 |              15110 |   3.198e-02 |           99.0477 ‖
‖       150 | 125888 |              15693 |   3.195e-02 |           99.0477 ‖
‖       151 | 126421 |              16108 |   3.197e-02 |           99.0477 ‖
‖       152 | 126915 |              16566 |   3.199e-02 |           99.0478 ‖
‖       153 | 127285 |              17166 |   3.196e-02 |           99.0477 ‖
‖       154 | 127864 |              17526 |   3.198e-02 |           99.0478 ‖
‖       155 | 128467 |              17910 |   3.199e-02 |           99.0477 ‖
‖       156 | 128829 |              18513 |   3.196e-02 |           99.0476 ‖
‖       157 | 129308 |              18975 |   3.196e-02 |           99.0477 ‖
‖       158 | 129684 |              19549 |   3.196e-02 |           99.0478 ‖
‖       159 | 130074 |              20102 |   3.198e-02 |           99.0312 ‖
‖       160 | 130494 |              20652 |   3.203e-02 |           99.0226 ‖
‖       161 | 130776 |              21348 |   3.206e-02 |           99.0186 ‖
‖       162 | 131076 |              21977 |   3.212e-02 |           99.0175 ‖
‖       163 | 131570 |              22438 |   3.217e-02 |           99.0167 ‖
‖       164 | 132107 |              22852 |   3.218e-02 |           99.0168 ‖
‖       165 | 132785 |              23164 |   3.218e-02 |           99.0170 ‖
‖       166 | 133484 |              23454 |   3.222e-02 |           99.0139 ‖
‖       167 | 134292 |              23641 |   3.225e-02 |           99.0139 ‖
‖       168 | 135036 |              23901 |   3.227e-02 |           99.0139 ‖
‖       169 | 135767 |              24165 |   3.230e-02 |           99.0138 ‖
‖       170 | 136470 |              24465 |   3.231e-02 |           99.0138 ‖
‖       171 | 137249 |              24674 |   3.230e-02 |           99.0140 ‖
‖       172 | 138134 |              24792 |   3.229e-02 |           99.0139 ‖
‖       173 | 139111 |              24832 |   3.230e-02 |           99.0139 ‖
‖       174 | 140115 |              24848 |   3.230e-02 |           99.0139 ‖
‖       175 | 141132 |              24853 |   3.230e-02 |           99.0140 ‖
‖       176 | 142155 |              24854 |   3.230e-02 |           99.0139 ‖
‖       177 | 143178 |              24855 |   3.227e-02 |           99.0138 ‖
‖       178 | 144199 |              24857 |   3.226e-02 |           99.0138 ‖
‖       179 | 145222 |              24858 |   3.226e-02 |           99.0140 ‖
‖       180 | 146244 |              24859 |   3.224e-02 |           99.0139 ‖
‖       181 | 147268 |              24859 |   3.224e-02 |           99.0139 ‖
‖       182 | 148292 |              24859 |   3.224e-02 |           99.0138 ‖
‖       183 | 149314 |              24861 |   3.219e-02 |           99.0139 ‖
‖       184 | 150337 |              24862 |   3.215e-02 |           99.0138 ‖
‖       185 | 151354 |              24869 |   3.210e-02 |           99.0139 ‖
‖       186 | 152337 |              24906 |   3.207e-02 |           99.0138 ‖
‖       187 | 153273 |              24985 |   3.207e-02 |           99.0139 ‖
‖       188 | 154048 |              25213 |   3.206e-02 |           99.0139 ‖
‖       189 | 154547 |              25703 |   3.206e-02 |           99.0139 ‖
‖       190 | 155086 |              26138 |   3.210e-02 |           99.0138 ‖
‖       191 | 155710 |              26491 |   3.211e-02 |           99.0138 ‖
‖       192 | 156495 |              26704 |   3.209e-02 |           99.0139 ‖
‖       193 | 157410 |              26794 |   3.206e-02 |           99.0139 ‖
‖       194 | 158392 |              26820 |   3.203e-02 |           99.0139 ‖
‖       195 | 159414 |              26822 |   3.201e-02 |           99.0138 ‖
‖       196 | 160438 |              26822 |   3.201e-02 |           99.0139 ‖
‖       197 | 161462 |              26822 |   3.198e-02 |           99.0139 ‖
‖       198 | 162484 |              26824 |   3.196e-02 |           99.0138 ‖
‖       199 | 163502 |              26829 |   3.195e-02 |           99.0138 ‖
‖       200 | 164504 |              26850 |   3.193e-02 |           99.0139 ‖
‖       201 | 165460 |              26911 |   3.189e-02 |           99.0138 ‖
‖       202 | 166346 |              27040 |   3.185e-02 |           99.0139 ‖
‖       203 | 167111 |              27267 |   3.182e-02 |           99.0139 ‖
‖       204 | 167783 |              27593 |   3.182e-02 |           99.0108 ‖
‖       205 | 168342 |              28011 |   3.184e-02 |           99.0085 ‖
‖       206 | 168859 |              28474 |   3.184e-02 |           99.0085 ‖
‖       207 | 169514 |              28799 |   3.184e-02 |           99.0085 ‖
‖       208 | 170246 |              29066 |   3.186e-02 |           99.0085 ‖
‖       209 | 171143 |              29182 |   3.184e-02 |           99.0085 ‖
‖       210 | 172121 |              29221 |   3.181e-02 |           99.0085 ‖
‖       211 | 173121 |              29243 |   3.177e-02 |           99.0085 ‖
‖       212 | 174094 |              29291 |   3.173e-02 |           99.0085 ‖
‖       213 | 174987 |              29406 |   3.172e-02 |           99.0085 ‖
‖       214 | 175816 |              29578 |   3.173e-02 |           99.0085 ‖
‖       215 | 176554 |              29837 |   3.171e-02 |           99.0084 ‖
‖       216 | 177182 |              30191 |   3.171e-02 |           99.0084 ‖
‖       217 | 177724 |              30634 |   3.173e-02 |           99.0084 ‖
‖       218 | 178192 |              31133 |   3.173e-02 |           99.0085 ‖
‖       219 | 178786 |              31524 |   3.171e-02 |           99.0085 ‖
‖       220 | 179507 |              31793 |   3.169e-02 |           99.0084 ‖
‖       221 | 180290 |              32008 |   3.166e-02 |           99.0085 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.107 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5029.vnnlib: unknown
--- Verification time: 20.1236 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (948/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6150.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6150.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6150.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.681e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6150.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (949/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_133.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_133.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_133.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.968e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_133.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (950/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2057.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2057.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2057.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.382e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.284e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.235e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   5.084e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.951e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.833e-02 |           99.9998 ‖
‖         7 |     64 |                  0 |   4.739e-02 |           99.8104 ‖
‖         8 |    123 |                  5 |   4.620e-02 |           93.8190 ‖
‖         9 |    227 |                 22 |   4.532e-02 |           86.6345 ‖
‖        10 |    412 |                 61 |   4.401e-02 |           78.0906 ‖
‖        11 |    731 |                145 |   4.295e-02 |           68.0093 ‖
‖        12 |   1266 |                313 |   4.224e-02 |           59.1919 ‖
‖        13 |   1967 |                601 |   4.153e-02 |           51.7404 ‖
‖        14 |   2660 |                893 |   4.109e-02 |           48.0498 ‖
‖        15 |   3429 |               1134 |   4.058e-02 |           44.8290 ‖
‖        16 |   4301 |               1264 |   4.033e-02 |           44.0785 ‖
‖        17 |   5062 |               1499 |   4.003e-02 |           42.3062 ‖
‖        18 |   6067 |               1514 |   3.974e-02 |           42.1946 ‖
‖        19 |   6677 |               1907 |   3.935e-02 |           39.6715 ‖
‖        20 |   7497 |               2089 |   3.902e-02 |           38.5762 ‖
‖        21 |   8454 |               2144 |   3.875e-02 |           38.4011 ‖
‖        22 |   9437 |               2182 |   3.854e-02 |           38.1487 ‖
‖        23 |  10455 |               2188 |   3.830e-02 |           38.1143 ‖
‖        24 |  11187 |               2466 |   3.802e-02 |           36.7344 ‖
‖        25 |  12036 |               2636 |   3.776e-02 |           35.4799 ‖
‖        26 |  13032 |               2663 |   3.749e-02 |           35.3265 ‖
‖        27 |  13999 |               2720 |   3.728e-02 |           35.0166 ‖
‖        28 |  14977 |               2765 |   3.708e-02 |           34.9559 ‖
‖        29 |  15781 |               2959 |   3.688e-02 |           34.6716 ‖
‖        30 |  16165 |               3550 |   3.669e-02 |           33.4931 ‖
‖        31 |  16680 |               4028 |   3.658e-02 |           33.4926 ‖
‖        32 |  16633 |               5000 |   3.666e-02 |           32.3165 ‖
‖        33 |  17148 |               5438 |   3.672e-02 |           32.1476 ‖
‖        34 |  17937 |               5651 |   3.663e-02 |           31.8315 ‖
‖        35 |  18852 |               5751 |   3.659e-02 |           31.6923 ‖
‖        36 |  19787 |               5834 |   3.649e-02 |           31.6890 ‖
‖        37 |  20588 |               6042 |   3.639e-02 |           31.4568 ‖
‖        38 |  21261 |               6374 |   3.635e-02 |           31.0186 ‖
‖        39 |  21973 |               6662 |   3.626e-02 |           30.9097 ‖
‖        40 |  22585 |               7046 |   3.620e-02 |           30.7328 ‖
‖        41 |  23179 |               7448 |   3.617e-02 |           30.6758 ‖
‖        42 |  23714 |               7900 |   3.612e-02 |           30.6678 ‖
‖        43 |  24073 |               8508 |   3.603e-02 |           29.7948 ‖
‖        44 |  24710 |               8847 |   3.600e-02 |           29.7570 ‖
‖        45 |  25369 |               9182 |   3.589e-02 |           29.5888 ‖
‖        46 |  25737 |               9809 |   3.581e-02 |           28.3408 ‖
‖        47 |  26289 |              10232 |   3.573e-02 |           28.1344 ‖
‖        48 |  26731 |              10779 |   3.567e-02 |           27.9111 ‖
‖        49 |  27295 |              11187 |   3.564e-02 |           27.8919 ‖
‖        50 |  27738 |              11724 |   3.559e-02 |           27.8910 ‖
‖        51 |  28101 |              12337 |   3.554e-02 |           27.4874 ‖
‖        52 |  28530 |              12884 |   3.553e-02 |           27.1554 ‖
‖        53 |  28789 |              13584 |   3.551e-02 |           27.1250 ‖
‖        54 |  29100 |              14250 |   3.549e-02 |           26.9838 ‖
‖        55 |  29520 |              14815 |   3.551e-02 |           26.8908 ‖
‖        56 |  29640 |              15651 |   3.550e-02 |           26.8829 ‖
‖        57 |  29789 |              16423 |   3.550e-02 |           26.8102 ‖
‖        58 |  30129 |              17041 |   3.553e-02 |           26.8058 ‖
‖        59 |  30275 |              17854 |   3.552e-02 |           26.6176 ‖
‖        60 |  30461 |              18593 |   3.556e-02 |           26.2861 ‖
‖        61 |  30794 |              19229 |   3.558e-02 |           26.2791 ‖
‖        62 |  31517 |              19476 |   3.556e-02 |           26.2710 ‖
‖        63 |  32037 |              19948 |   3.551e-02 |           25.9202 ‖
‖        64 |  32333 |              20646 |   3.544e-02 |           25.3970 ‖
‖        65 |  32794 |              21174 |   3.542e-02 |           25.3184 ‖
‖        66 |  33034 |              21883 |   3.542e-02 |           25.0150 ‖
‖        67 |  33470 |              22418 |   3.539e-02 |           25.0030 ‖
‖        68 |  33994 |              22880 |   3.537e-02 |           24.9992 ‖
‖        69 |  34610 |              23253 |   3.536e-02 |           24.8580 ‖
‖        70 |  35281 |              23582 |   3.534e-02 |           24.7874 ‖
‖        71 |  35789 |              24067 |   3.529e-02 |           24.7787 ‖
‖        72 |  36322 |              24511 |   3.528e-02 |           24.7550 ‖
‖        73 |  36689 |              25130 |   3.524e-02 |           24.7523 ‖
‖        74 |  37049 |              25736 |   3.522e-02 |           24.5697 ‖
‖        75 |  37484 |              26275 |   3.520e-02 |           24.3534 ‖
‖        76 |  37934 |              26816 |   3.515e-02 |           24.3515 ‖
‖        77 |  38305 |              27418 |   3.513e-02 |           23.9696 ‖
‖        78 |  38752 |              27961 |   3.511e-02 |           23.6265 ‖
‖        79 |  39066 |              28613 |   3.509e-02 |           23.4012 ‖
‖        80 |  39470 |              29177 |   3.506e-02 |           23.3182 ‖
‖        81 |  39760 |              29858 |   3.504e-02 |           23.2952 ‖
‖        82 |  40106 |              30491 |   3.504e-02 |           22.9717 ‖
‖        83 |  40335 |              31205 |   3.502e-02 |           22.9702 ‖
‖        84 |  40750 |              31761 |   3.502e-02 |           22.8524 ‖
‖        85 |  41246 |              32257 |   3.501e-02 |           22.8019 ‖
‖        86 |  41600 |              32872 |   3.499e-02 |           22.7745 ‖
‖        87 |  41947 |              33493 |   3.497e-02 |           22.7696 ‖
‖        88 |  41932 |              34432 |   3.494e-02 |           22.3020 ‖
‖        89 |  42262 |              35089 |   3.491e-02 |           22.3010 ‖
‖        90 |  42663 |              35668 |   3.489e-02 |           22.2453 ‖
‖        91 |  43057 |              36229 |   3.489e-02 |           22.2354 ‖
‖        92 |  43130 |              37109 |   3.486e-02 |           22.0861 ‖
‖        93 |  43383 |              37838 |   3.481e-02 |           22.0853 ‖
‖        94 |  43504 |              38674 |   3.478e-02 |           21.6659 ‖
‖        95 |  43523 |              39599 |   3.475e-02 |           21.0527 ‖
‖        96 |  43553 |              40507 |   3.474e-02 |           20.7800 ‖
‖        97 |  43661 |              41313 |   3.473e-02 |           20.7744 ‖
‖        98 |  43753 |              42176 |   3.472e-02 |           20.5971 ‖
‖        99 |  43870 |              43021 |   3.469e-02 |           20.5905 ‖
‖       100 |  44138 |              43733 |   3.468e-02 |           20.5668 ‖
‖       101 |  44440 |              44394 |   3.468e-02 |           20.5454 ‖
‖       102 |  44666 |              45105 |   3.469e-02 |           20.5319 ‖
‖       103 |  45150 |              45584 |   3.470e-02 |           20.5206 ‖
‖       104 |  45416 |              46282 |   3.469e-02 |           20.1343 ‖
‖       105 |  45673 |              46991 |   3.467e-02 |           20.0881 ‖
‖       106 |  45888 |              47760 |   3.466e-02 |           19.7483 ‖
‖       107 |  46119 |              48469 |   3.467e-02 |           19.5579 ‖
‖       108 |  46334 |              49208 |   3.467e-02 |           19.5020 ‖
‖       109 |  46483 |              49997 |   3.466e-02 |           19.3512 ‖
‖       110 |  46473 |              50934 |   3.468e-02 |           19.2552 ‖
‖       111 |  46662 |              51697 |   3.469e-02 |           19.0718 ‖
‖       112 |  47013 |              52290 |   3.472e-02 |           18.9594 ‖
‖       113 |  47345 |              52916 |   3.473e-02 |           18.9010 ‖
‖       114 |  47802 |              53419 |   3.473e-02 |           18.8761 ‖
‖       115 |  48367 |              53832 |   3.473e-02 |           18.8595 ‖
‖       116 |  48938 |              54239 |   3.472e-02 |           18.8204 ‖
‖       117 |  49471 |              54698 |   3.471e-02 |           18.8123 ‖
‖       118 |  49916 |              55227 |   3.471e-02 |           18.6373 ‖
‖       119 |  50448 |              55690 |   3.471e-02 |           18.5782 ‖
‖       120 |  50819 |              56306 |   3.469e-02 |           18.5694 ‖
‖       121 |  51181 |              56920 |   3.467e-02 |           18.5605 ‖
‖       122 |  51484 |              57598 |   3.466e-02 |           18.5523 ‖
‖       123 |  51598 |              58444 |   3.463e-02 |           18.3686 ‖
‖       124 |  51951 |              59055 |   3.462e-02 |           18.3629 ‖
‖       125 |  52109 |              59858 |   3.460e-02 |           18.1906 ‖
‖       126 |  52303 |              60609 |   3.458e-02 |           18.0161 ‖
‖       127 |  52586 |              61302 |   3.457e-02 |           17.9167 ‖
‖       128 |  52965 |              61905 |   3.456e-02 |           17.8634 ‖
‖       129 |  53047 |              62775 |   3.454e-02 |           17.6115 ‖
‖       130 |  53250 |              63524 |   3.453e-02 |           17.5981 ‖
‖       131 |  53431 |              64317 |   3.452e-02 |           17.5928 ‖
‖       132 |  53666 |              65028 |   3.451e-02 |           17.5888 ‖
‖       133 |  53948 |              65731 |   3.448e-02 |           17.5840 ‖
‖       134 |  54190 |              66447 |   3.447e-02 |           17.4643 ‖
‖       135 |  54556 |              67062 |   3.446e-02 |           17.3849 ‖
‖       136 |  54761 |              67813 |   3.444e-02 |           17.3434 ‖
‖       137 |  55051 |              68489 |   3.444e-02 |           17.2740 ‖
‖       138 |  55165 |              69312 |   3.444e-02 |           17.2440 ‖
‖       139 |  55239 |              70150 |   3.444e-02 |           17.2211 ‖
‖       140 |  55279 |              71058 |   3.443e-02 |           17.2159 ‖
‖       141 |  55616 |              71689 |   3.443e-02 |           17.1574 ‖
‖       142 |  55945 |              72313 |   3.444e-02 |           17.1393 ‖
‖       143 |  56083 |              73122 |   3.442e-02 |           17.1355 ‖
‖       144 |  56159 |              74008 |   3.441e-02 |           16.9960 ‖
‖       145 |  56285 |              74844 |   3.439e-02 |           16.9423 ‖
‖       146 |  56364 |              75728 |   3.437e-02 |           16.7344 ‖
‖       147 |  56543 |              76503 |   3.436e-02 |           16.6995 ‖
‖       148 |  56599 |              77391 |   3.436e-02 |           16.6969 ‖
‖       149 |  56781 |              78192 |   3.433e-02 |           16.6948 ‖
‖       150 |  56832 |              79079 |   3.431e-02 |           16.3625 ‖
‖       151 |  56837 |              79989 |   3.431e-02 |           16.2457 ‖
‖       152 |  56953 |              80851 |   3.429e-02 |           15.9369 ‖
‖       153 |  56992 |              81716 |   3.430e-02 |           15.7747 ‖
‖       154 |  56895 |              82731 |   3.429e-02 |           15.6702 ‖
‖       155 |  56885 |              83667 |   3.429e-02 |           15.5197 ‖
‖       156 |  56796 |              84666 |   3.429e-02 |           15.5147 ‖
‖       157 |  56897 |              85503 |   3.428e-02 |           15.4797 ‖
‖       158 |  57004 |              86354 |   3.426e-02 |           15.3762 ‖
‖       159 |  57232 |              87105 |   3.425e-02 |           15.1162 ‖
‖       160 |  57216 |              88037 |   3.425e-02 |           15.0676 ‖
‖       161 |  57411 |              88816 |   3.423e-02 |           15.0098 ‖
‖       162 |  57634 |              89561 |   3.422e-02 |           14.8570 ‖
‖       163 |  57702 |              90411 |   3.421e-02 |           14.8079 ‖
‖       164 |  57831 |              91219 |   3.422e-02 |           14.7593 ‖
‖       165 |  57941 |              92037 |   3.423e-02 |           14.7155 ‖
‖       166 |  58271 |              92662 |   3.423e-02 |           14.6709 ‖
‖       167 |  58623 |              93224 |   3.424e-02 |           14.6464 ‖
‖       168 |  58907 |              93893 |   3.423e-02 |           14.6206 ‖
‖       169 |  58741 |              94991 |   3.422e-02 |           14.4710 ‖
‖       170 |  58702 |              95987 |   3.420e-02 |           14.4697 ‖
‖       171 |  58736 |              96923 |   3.418e-02 |           14.4377 ‖
‖       172 |  58892 |              97744 |   3.417e-02 |           14.4007 ‖
‖       173 |  59004 |              98562 |   3.418e-02 |           14.3651 ‖
‖       174 |  59487 |              99043 |   3.419e-02 |           14.3324 ‖
‖       175 |  59651 |              99782 |   3.420e-02 |           14.2697 ‖
‖       176 |  59828 |             100549 |   3.420e-02 |           14.2639 ‖
‖       177 |  59952 |             101388 |   3.419e-02 |           14.1372 ‖
‖       178 |  59808 |             102470 |   3.418e-02 |           14.1085 ‖
‖       179 |  59602 |             103599 |   3.416e-02 |           13.7405 ‖
‖       180 |  59507 |             104586 |   3.415e-02 |           13.5404 ‖
‖       181 |  59533 |             105488 |   3.416e-02 |           13.5277 ‖
‖       182 |  59539 |             106369 |   3.416e-02 |           13.3988 ‖
‖       183 |  59661 |             107168 |   3.416e-02 |           13.3825 ‖
‖       184 |  59745 |             107989 |   3.417e-02 |           13.3664 ‖
‖       185 |  59964 |             108736 |   3.416e-02 |           13.3419 ‖
‖       186 |  60071 |             109565 |   3.416e-02 |           13.3231 ‖
‖       187 |  60273 |             110315 |   3.416e-02 |           13.3049 ‖
‖       188 |  60652 |             110911 |   3.415e-02 |           13.2871 ‖
‖       189 |  61019 |             111493 |   3.415e-02 |           13.2709 ‖
‖       190 |  61479 |             112008 |   3.414e-02 |           13.2579 ‖
‖       191 |  61674 |             112773 |   3.412e-02 |           13.0200 ‖
‖       192 |  61984 |             113429 |   3.411e-02 |           12.9452 ‖
‖       193 |  62191 |             114184 |   3.410e-02 |           12.9410 ‖
‖       194 |  62335 |             114987 |   3.408e-02 |           12.7724 ‖
‖       195 |  62489 |             115803 |   3.407e-02 |           12.6099 ‖
‖       196 |  62609 |             116667 |   3.406e-02 |           12.4729 ‖
‖       197 |  62627 |             117576 |   3.406e-02 |           12.3647 ‖
‖       198 |  62528 |             118584 |   3.407e-02 |           12.2535 ‖
‖       199 |  62574 |             119452 |   3.408e-02 |           12.1293 ‖
‖       200 |  62669 |             120296 |   3.408e-02 |           12.0032 ‖
‖       201 |  62868 |             121071 |   3.407e-02 |           11.8481 ‖
‖       202 |  62921 |             121963 |   3.406e-02 |           11.7263 ‖
‖       203 |  63019 |             122811 |   3.405e-02 |           11.6309 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.041 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2057.vnnlib: unknown
--- Verification time: 20.0522 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (951/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_296.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_296.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_296.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.746e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_296.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (952/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5147.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5147.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5147.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.946e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.764e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.685e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.482e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.391e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.243e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   5.083e-02 |          100.0000 ‖
‖         7 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.114 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5147.vnnlib: sat
--- Verification time: 0.1248 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (953/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5004.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5004.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5004.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.449e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5004.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (954/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5933.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5933.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5933.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.685e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.374e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.267e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.998e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.842e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.703e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.536e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.411e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.296e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.214e-02 |           99.9998 ‖
‖        11 |   1024 |                  0 |   4.129e-02 |           99.9845 ‖
‖        12 |   2045 |                  3 |   4.040e-02 |           99.6973 ‖
‖        13 |   3046 |                 26 |   3.985e-02 |           99.0896 ‖
‖        14 |   4070 |                 26 |   3.946e-02 |           99.0894 ‖
‖        15 |   5090 |                 29 |   3.913e-02 |           99.0466 ‖
‖        16 |   6022 |                120 |   3.873e-02 |           97.5364 ‖
‖        17 |   7044 |                121 |   3.842e-02 |           97.5326 ‖
‖        18 |   8068 |                121 |   3.814e-02 |           97.5334 ‖
‖        19 |   9092 |                121 |   3.786e-02 |           97.5332 ‖
‖        20 |  10116 |                121 |   3.758e-02 |           97.5323 ‖
‖        21 |  11133 |                127 |   3.726e-02 |           97.5047 ‖
‖        22 |  12157 |                127 |   3.699e-02 |           97.5052 ‖
‖        23 |  13181 |                127 |   3.672e-02 |           97.5060 ‖
‖        24 |  14178 |                152 |   3.640e-02 |           97.3079 ‖
‖        25 |  14948 |                398 |   3.606e-02 |           95.4665 ‖
‖        26 |  15902 |                449 |   3.578e-02 |           95.1704 ‖
‖        27 |  16916 |                459 |   3.550e-02 |           95.0830 ‖
‖        28 |  17936 |                463 |   3.529e-02 |           95.0077 ‖
‖        29 |  18960 |                463 |   3.506e-02 |           95.0069 ‖
‖        30 |  19984 |                463 |   3.482e-02 |           95.0054 ‖
‖        31 |  21008 |                463 |   3.463e-02 |           95.0052 ‖
‖        32 |  22032 |                463 |   3.444e-02 |           95.0058 ‖
‖        33 |  23056 |                463 |   3.422e-02 |           95.0042 ‖
‖        34 |  24080 |                463 |   3.406e-02 |           95.0025 ‖
‖        35 |  25104 |                463 |   3.389e-02 |           95.0021 ‖
‖        36 |  26128 |                463 |   3.367e-02 |           95.0025 ‖
‖        37 |  27152 |                463 |   3.353e-02 |           95.0032 ‖
‖        38 |  28176 |                463 |   3.335e-02 |           95.0032 ‖
‖        39 |  29198 |                465 |   3.314e-02 |           94.9991 ‖
‖        40 |  30222 |                465 |   3.299e-02 |           94.9993 ‖
‖        41 |  31246 |                465 |   3.282e-02 |           94.9998 ‖
‖        42 |  32270 |                465 |   3.261e-02 |           94.9995 ‖
‖        43 |  33294 |                465 |   3.249e-02 |           94.9999 ‖
‖        44 |  34318 |                465 |   3.233e-02 |           94.9994 ‖
‖        45 |  35342 |                465 |   3.213e-02 |           95.0000 ‖
‖        46 |  36366 |                465 |   3.201e-02 |           94.9996 ‖
‖        47 |  37390 |                465 |   3.186e-02 |           94.9999 ‖
‖        48 |  38364 |                509 |   3.166e-02 |           94.8930 ‖
‖        49 |  39388 |                509 |   3.152e-02 |           94.8943 ‖
‖        50 |  40412 |                509 |   3.137e-02 |           94.8946 ‖
‖        51 |  41274 |                670 |   3.115e-02 |           94.3498 ‖
‖        52 |  41959 |               1000 |   3.098e-02 |           93.1562 ‖
‖        53 |  42858 |               1073 |   3.078e-02 |           93.0868 ‖
‖        54 |  43714 |               1240 |   3.062e-02 |           92.4137 ‖
‖        55 |  44696 |               1274 |   3.048e-02 |           92.2949 ‖
‖        56 |  45720 |               1274 |   3.030e-02 |           92.2952 ‖
‖        57 |  46670 |               1346 |   3.016e-02 |           92.0159 ‖
‖        58 |  47694 |               1346 |   3.002e-02 |           92.0160 ‖
‖        59 |  48718 |               1346 |   2.986e-02 |           92.0160 ‖
‖        60 |  49615 |               1473 |   2.974e-02 |           91.5254 ‖
‖        61 |  50630 |               1482 |   2.965e-02 |           91.4633 ‖
‖        62 |  51650 |               1484 |   2.946e-02 |           91.4636 ‖
‖        63 |  52663 |               1495 |   2.937e-02 |           91.4166 ‖
‖        64 |  53687 |               1495 |   2.925e-02 |           91.4140 ‖
‖        65 |  54711 |               1495 |   2.909e-02 |           91.4140 ‖
‖        66 |  55726 |               1504 |   2.896e-02 |           91.3829 ‖
‖        67 |  56750 |               1504 |   2.884e-02 |           91.3826 ‖
‖        68 |  57774 |               1504 |   2.870e-02 |           91.3825 ‖
‖        69 |  58798 |               1504 |   2.861e-02 |           91.3826 ‖
‖        70 |  59822 |               1504 |   2.852e-02 |           91.3830 ‖
‖        71 |  60846 |               1504 |   2.834e-02 |           91.3830 ‖
‖        72 |  61870 |               1504 |   2.826e-02 |           91.3830 ‖
‖        73 |  62888 |               1509 |   2.815e-02 |           91.3837 ‖
‖        74 |  63898 |               1519 |   2.801e-02 |           91.3838 ‖
‖        75 |  64902 |               1539 |   2.791e-02 |           91.3100 ‖
‖        76 |  65891 |               1574 |   2.781e-02 |           91.3103 ‖
‖        77 |  66817 |               1660 |   2.769e-02 |           91.3103 ‖
‖        78 |  67600 |               1881 |   2.767e-02 |           91.2634 ‖
‖        79 |  68277 |               2194 |   2.769e-02 |           91.2591 ‖
‖        80 |  68886 |               2559 |   2.764e-02 |           91.2591 ‖
‖        81 |  69472 |               2936 |   2.767e-02 |           91.2585 ‖
‖        82 |  70076 |               3288 |   2.769e-02 |           91.2584 ‖
‖        83 |  70748 |               3607 |   2.762e-02 |           91.2584 ‖
‖        84 |  71422 |               3923 |   2.762e-02 |           91.2548 ‖
‖        85 |  72106 |               4232 |   2.759e-02 |           91.2545 ‖
‖        86 |  72763 |               4575 |   2.753e-02 |           91.2544 ‖
‖        87 |  73409 |               4916 |   2.756e-02 |           91.2530 ‖
‖        88 |  74055 |               5263 |   2.758e-02 |           91.2534 ‖
‖        89 |  74639 |               5665 |   2.753e-02 |           91.2534 ‖
‖        90 |  75116 |               6152 |   2.759e-02 |           91.2555 ‖
‖        91 |  75481 |               6747 |   2.765e-02 |           91.2559 ‖
‖        92 |  76061 |               7120 |   2.766e-02 |           91.2560 ‖
‖        93 |  76856 |               7297 |   2.769e-02 |           91.2563 ‖
‖        94 |  77802 |               7366 |   2.767e-02 |           91.2567 ‖
‖        95 |  78786 |               7395 |   2.759e-02 |           91.2567 ‖
‖        96 |  79801 |               7401 |   2.759e-02 |           91.2572 ‖
‖        97 |  80820 |               7406 |   2.759e-02 |           91.2577 ‖
‖        98 |  81843 |               7407 |   2.750e-02 |           91.2577 ‖
‖        99 |  82864 |               7409 |   2.749e-02 |           91.2582 ‖
‖       100 |  83888 |               7409 |   2.747e-02 |           91.2582 ‖
‖       101 |  84912 |               7409 |   2.737e-02 |           91.2582 ‖
‖       102 |  85936 |               7409 |   2.734e-02 |           91.2581 ‖
‖       103 |  86960 |               7409 |   2.729e-02 |           91.2583 ‖
‖       104 |  87984 |               7409 |   2.719e-02 |           91.2583 ‖
‖       105 |  89008 |               7409 |   2.717e-02 |           91.2553 ‖
‖       106 |  90032 |               7409 |   2.716e-02 |           91.2553 ‖
‖       107 |  91056 |               7409 |   2.706e-02 |           91.2553 ‖
‖       108 |  92080 |               7409 |   2.704e-02 |           91.2553 ‖
‖       109 |  93104 |               7409 |   2.700e-02 |           91.2553 ‖
‖       110 |  94128 |               7409 |   2.690e-02 |           91.2552 ‖
‖       111 |  95142 |               7418 |   2.687e-02 |           91.2554 ‖
‖       112 |  96147 |               7436 |   2.681e-02 |           91.2552 ‖
‖       113 |  97135 |               7468 |   2.671e-02 |           91.2553 ‖
‖       114 |  98099 |               7519 |   2.670e-02 |           91.2553 ‖
‖       115 |  99027 |               7612 |   2.669e-02 |           91.2553 ‖
‖       116 |  99896 |               7759 |   2.660e-02 |           91.2552 ‖
‖       117 | 100717 |               7940 |   2.661e-02 |           91.2554 ‖
‖       118 | 101514 |               8145 |   2.659e-02 |           91.2553 ‖
‖       119 | 102322 |               8341 |   2.651e-02 |           91.2553 ‖
‖       120 | 103108 |               8564 |   2.649e-02 |           91.2210 ‖
‖       121 | 103909 |               8764 |   2.646e-02 |           91.2210 ‖
‖       122 | 104820 |               8861 |   2.637e-02 |           91.2211 ‖
‖       123 | 105813 |               8888 |   2.634e-02 |           91.2210 ‖
‖       124 | 106837 |               8888 |   2.631e-02 |           91.2210 ‖
‖       125 | 107861 |               8888 |   2.620e-02 |           91.2209 ‖
‖       126 | 108839 |               8931 |   2.617e-02 |           91.2210 ‖
‖       127 | 109771 |               9018 |   2.613e-02 |           91.2209 ‖
‖       128 | 110584 |               9219 |   2.604e-02 |           91.1328 ‖
‖       129 | 111229 |               9566 |   2.600e-02 |           90.9339 ‖
‖       130 | 111961 |               9832 |   2.596e-02 |           90.9340 ‖
‖       131 | 112376 |              10413 |   2.591e-02 |           90.5494 ‖
‖       132 | 112437 |              11277 |   2.589e-02 |           89.9197 ‖
‖       133 | 112896 |              11791 |   2.585e-02 |           89.8743 ‖
‖       134 | 113451 |              12207 |   2.585e-02 |           89.8155 ‖
‖       135 | 114200 |              12442 |   2.583e-02 |           89.8155 ‖
‖       136 | 115018 |              12624 |   2.575e-02 |           89.5556 ‖
‖       137 | 115635 |              12987 |   2.571e-02 |           88.9931 ‖
‖       138 | 116657 |              12988 |   2.565e-02 |           88.9931 ‖
‖       139 | 117539 |              13129 |   2.559e-02 |           88.7003 ‖
‖       140 | 118512 |              13171 |   2.557e-02 |           88.6305 ‖
‖       141 | 119536 |              13171 |   2.550e-02 |           88.6305 ‖
‖       142 | 120560 |              13171 |   2.545e-02 |           88.6304 ‖
‖       143 | 121584 |              13171 |   2.541e-02 |           88.6304 ‖
‖       144 | 122608 |              13171 |   2.533e-02 |           88.6304 ‖
‖       145 | 123402 |              13398 |   2.527e-02 |           88.2226 ‖
‖       146 | 124394 |              13415 |   2.525e-02 |           88.2187 ‖
‖       147 | 125418 |              13415 |   2.516e-02 |           88.2186 ‖
‖       148 | 126442 |              13415 |   2.512e-02 |           88.2186 ‖
‖       149 | 127463 |              13418 |   2.509e-02 |           88.2186 ‖
‖       150 | 128455 |              13450 |   2.501e-02 |           88.2186 ‖
‖       151 | 129401 |              13524 |   2.498e-02 |           88.2186 ‖
‖       152 | 130282 |              13655 |   2.496e-02 |           88.2187 ‖
‖       153 | 131000 |              13924 |   2.490e-02 |           88.2186 ‖
‖       154 | 131419 |              14496 |   2.488e-02 |           87.6898 ‖
‖       155 | 131899 |              14991 |   2.488e-02 |           87.4158 ‖
‖       156 | 132584 |              15307 |   2.483e-02 |           87.3519 ‖
‖       157 | 133210 |              15679 |   2.483e-02 |           87.0898 ‖
‖       158 | 134009 |              15879 |   2.483e-02 |           87.0344 ‖
‖       159 | 134904 |              15999 |   2.477e-02 |           87.0255 ‖
‖       160 | 135868 |              16052 |   2.473e-02 |           87.0254 ‖
‖       161 | 136863 |              16081 |   2.468e-02 |           87.0255 ‖
‖       162 | 137840 |              16127 |   2.460e-02 |           86.9504 ‖
‖       163 | 138787 |              16203 |   2.459e-02 |           86.7920 ‖
‖       164 | 139803 |              16209 |   2.456e-02 |           86.7767 ‖
‖       165 | 140810 |              16225 |   2.448e-02 |           86.7659 ‖
‖       166 | 141768 |              16289 |   2.448e-02 |           86.7656 ‖
‖       167 | 142683 |              16389 |   2.444e-02 |           86.7656 ‖
‖       168 | 143527 |              16557 |   2.438e-02 |           86.7656 ‖
‖       169 | 144302 |              16794 |   2.437e-02 |           86.7657 ‖
‖       170 | 144960 |              17138 |   2.435e-02 |           86.7656 ‖
‖       171 | 145421 |              17622 |   2.432e-02 |           86.6722 ‖
‖       172 | 146183 |              17860 |   2.432e-02 |           86.6423 ‖
‖       173 | 147050 |              18005 |   2.430e-02 |           86.6423 ‖
‖       174 | 147951 |              18120 |   2.423e-02 |           86.6423 ‖
‖       175 | 148922 |              18161 |   2.421e-02 |           86.6424 ‖
‖       176 | 149924 |              18180 |   2.418e-02 |           86.6423 ‖
‖       177 | 150922 |              18200 |   2.411e-02 |           86.6423 ‖
‖       178 | 151908 |              18235 |   2.409e-02 |           86.6423 ‖
‖       179 | 152889 |              18277 |   2.405e-02 |           86.6423 ‖
‖       180 | 153808 |              18376 |   2.399e-02 |           86.6423 ‖
‖       181 | 154656 |              18539 |   2.400e-02 |           86.6423 ‖
‖       182 | 155397 |              18802 |   2.400e-02 |           86.6422 ‖
‖       183 | 156056 |              19106 |   2.395e-02 |           86.6423 ‖
‖       184 | 156710 |              19450 |   2.398e-02 |           86.6423 ‖
‖       185 | 157287 |              19837 |   2.400e-02 |           86.6423 ‖
‖       186 | 157813 |              20293 |   2.396e-02 |           86.6423 ‖
‖       187 | 158327 |              20735 |   2.396e-02 |           86.6424 ‖
‖       188 | 158900 |              21145 |   2.395e-02 |           86.6423 ‖
‖       189 | 159435 |              21585 |   2.391e-02 |           86.6423 ‖
‖       190 | 159963 |              22030 |   2.395e-02 |           86.6423 ‖
‖       191 | 160569 |              22404 |   2.396e-02 |           86.6423 ‖
‖       192 | 161239 |              22728 |   2.392e-02 |           86.6423 ‖
‖       193 | 161941 |              23024 |   2.394e-02 |           86.6423 ‖
‖       194 | 162620 |              23339 |   2.392e-02 |           86.6423 ‖
‖       195 | 163257 |              23687 |   2.388e-02 |           86.6423 ‖
‖       196 | 163912 |              24020 |   2.388e-02 |           86.6423 ‖
‖       197 | 164480 |              24444 |   2.387e-02 |           86.6423 ‖
‖       198 | 164801 |              25108 |   2.385e-02 |           86.5386 ‖
‖       199 | 165337 |              25531 |   2.386e-02 |           86.4047 ‖
‖       200 | 165801 |              26064 |   2.387e-02 |           86.4048 ‖
‖       201 | 166212 |              26580 |   2.385e-02 |           86.4047 ‖
‖       202 | 166862 |              26898 |   2.386e-02 |           86.4047 ‖
‖       203 | 167628 |              27123 |   2.384e-02 |           86.4047 ‖
‖       204 | 168259 |              27482 |   2.381e-02 |           86.4047 ‖
‖       205 | 169000 |              27693 |   2.379e-02 |           86.4047 ‖
‖       206 | 169764 |              27929 |   2.376e-02 |           86.4047 ‖
‖       207 | 170420 |              28269 |   2.373e-02 |           86.2282 ‖
‖       208 | 171219 |              28456 |   2.373e-02 |           86.0963 ‖
‖       209 | 171987 |              28699 |   2.370e-02 |           86.0907 ‖
‖       210 | 172880 |              28804 |   2.369e-02 |           86.0528 ‖
‖       211 | 173812 |              28891 |   2.369e-02 |           86.0520 ‖
‖       212 | 174599 |              29118 |   2.366e-02 |           86.0517 ‖
‖       213 | 175499 |              29218 |   2.362e-02 |           86.0517 ‖
‖       214 | 176332 |              29395 |   2.360e-02 |           86.0105 ‖
‖       215 | 177253 |              29477 |   2.360e-02 |           86.0062 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.028 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5933.vnnlib: unknown
--- Verification time: 20.0466 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (955/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1706.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1706.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1706.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.958e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1706.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (956/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6262.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6262.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6262.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.075e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6262.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (957/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1299.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1299.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1299.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.645e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1299.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (958/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2581.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2581.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2581.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.218e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.094e-02 |           96.2826 ‖
‖         3 |      4 |                  0 |   3.907e-02 |           71.2874 ‖
‖         4 |      6 |                  1 |   3.987e-02 |           71.1465 ‖
‖         5 |     11 |                  2 |   3.892e-02 |           62.3868 ‖
‖         6 |     19 |                  5 |   3.811e-02 |           54.9638 ‖
‖         7 |     32 |                 11 |   3.731e-02 |           49.4212 ‖
‖         8 |     61 |                 14 |   3.597e-02 |           44.9119 ‖
‖         9 |    104 |                 30 |   3.543e-02 |           39.1604 ‖
‖        10 |    179 |                 58 |   3.403e-02 |           32.6354 ‖
‖        11 |    304 |                106 |   3.400e-02 |           28.4795 ‖
‖        12 |    518 |                190 |   3.364e-02 |           24.3589 ‖
‖        13 |    868 |                349 |   3.300e-02 |           19.7817 ‖
‖        14 |   1353 |                694 |   3.193e-02 |           14.8180 ‖
‖        15 |   1764 |               1227 |   3.152e-02 |           11.4662 ‖
‖        16 |   2294 |               1637 |   3.129e-02 |            9.7614 ‖
‖        17 |   2853 |               2051 |   3.089e-02 |            8.5495 ‖
‖        18 |   3476 |               2393 |   3.066e-02 |            7.6400 ‖
‖        19 |   4171 |               2691 |   3.041e-02 |            6.9132 ‖
‖        20 |   4794 |               3059 |   3.012e-02 |            6.3128 ‖
‖        21 |   5474 |               3373 |   2.986e-02 |            5.8971 ‖
‖        22 |   6174 |               3668 |   2.961e-02 |            5.4981 ‖
‖        23 |   6943 |               3894 |   2.939e-02 |            5.1582 ‖
‖        24 |   7795 |               4048 |   2.918e-02 |            4.9327 ‖
‖        25 |   8426 |               4430 |   2.892e-02 |            4.4421 ‖
‖        26 |   9284 |               4569 |   2.872e-02 |            4.3959 ‖
‖        27 |   9838 |               4988 |   2.851e-02 |            4.1073 ‖
‖        28 |  10674 |               5143 |   2.832e-02 |            4.0457 ‖
‖        29 |  11281 |               5541 |   2.811e-02 |            3.7813 ‖
‖        30 |  11932 |               5889 |   2.792e-02 |            3.6729 ‖
‖        31 |  12675 |               6136 |   2.774e-02 |            3.5580 ‖
‖        32 |  13453 |               6362 |   2.758e-02 |            3.4747 ‖
‖        33 |  14339 |               6479 |   2.739e-02 |            3.4720 ‖
‖        34 |  14793 |               7026 |   2.717e-02 |            3.1201 ‖
‖        35 |  15199 |               7591 |   2.704e-02 |            3.0601 ‖
‖        36 |  15244 |               8484 |   2.705e-02 |            2.9556 ‖
‖        37 |  15598 |               9103 |   2.709e-02 |            2.9115 ‖
‖        38 |  16134 |               9524 |   2.705e-02 |            2.9088 ‖
‖        39 |  16266 |              10330 |   2.700e-02 |            2.6077 ‖
‖        40 |  16593 |              10945 |   2.694e-02 |            2.5291 ‖
‖        41 |  16854 |              11622 |   2.689e-02 |            2.4856 ‖
‖        42 |  17209 |              12218 |   2.687e-02 |            2.4610 ‖
‖        43 |  17578 |              12787 |   2.682e-02 |            2.4597 ‖
‖        44 |  17606 |              13667 |   2.679e-02 |            2.3164 ‖
‖        45 |  18047 |              14187 |   2.674e-02 |            2.3136 ‖
‖        46 |  18290 |              14903 |   2.671e-02 |            2.2368 ‖
‖        47 |  18571 |              15578 |   2.668e-02 |            2.2233 ‖
‖        48 |  18805 |              16299 |   2.660e-02 |            2.1874 ‖
‖        49 |  18941 |              17084 |   2.660e-02 |            2.1121 ‖
‖        50 |  19180 |              17791 |   2.655e-02 |            2.1115 ‖
‖        51 |  19110 |              18792 |   2.653e-02 |            2.0223 ‖
‖        52 |  19171 |              19647 |   2.650e-02 |            2.0187 ‖
‖        53 |  19223 |              20524 |   2.646e-02 |            1.9808 ‖
‖        54 |  19486 |              21204 |   2.647e-02 |            1.9783 ‖
‖        55 |  19416 |              22226 |   2.643e-02 |            1.9454 ‖
‖        56 |  19493 |              23088 |   2.640e-02 |            1.8661 ‖
‖        57 |  19339 |              24100 |   2.643e-02 |            1.8585 ‖
‖        58 |  19156 |              25199 |   2.645e-02 |            1.8488 ‖
‖        59 |  19236 |              25989 |   2.647e-02 |            1.8458 ‖
‖        60 |  19185 |              26938 |   2.644e-02 |            1.8448 ‖
‖        61 |  18802 |              28167 |   2.652e-02 |            1.6567 ‖
‖        62 |  18505 |              29349 |   2.653e-02 |            1.5773 ‖
‖        63 |  18375 |              30363 |   2.652e-02 |            1.5127 ‖
‖        64 |  18207 |              31387 |   2.652e-02 |            1.4806 ‖
‖        65 |  18248 |              32217 |   2.651e-02 |            1.4626 ‖
‖        66 |  18219 |              33147 |   2.650e-02 |            1.4169 ‖
‖        67 |  18312 |              33934 |   2.652e-02 |            1.3939 ‖
‖        68 |  18273 |              34903 |   2.647e-02 |            1.3894 ‖
‖        69 |  18057 |              35988 |   2.645e-02 |            1.2962 ‖
‖        70 |  17868 |              37064 |   2.641e-02 |            1.2431 ‖
‖        71 |  17680 |              38147 |   2.640e-02 |            1.2286 ‖
‖        72 |  17442 |              39260 |   2.640e-02 |            1.1951 ‖
‖        73 |  17431 |              40201 |   2.636e-02 |            1.1926 ‖
‖        74 |  17350 |              41198 |   2.633e-02 |            1.1661 ‖
‖        75 |  17332 |              42063 |   2.635e-02 |            1.1538 ‖
‖        76 |  17263 |              43049 |   2.632e-02 |            1.1528 ‖
‖        77 |  17060 |              44162 |   2.631e-02 |            1.0825 ‖
‖        78 |  16972 |              45167 |   2.629e-02 |            1.0739 ‖
‖        79 |  16853 |              46208 |   2.627e-02 |            1.0737 ‖
‖        80 |  16682 |              47270 |   2.628e-02 |            1.0000 ‖
‖        81 |  16472 |              48357 |   2.628e-02 |            0.9888 ‖
‖        82 |  16451 |              49315 |   2.625e-02 |            0.9786 ‖
‖        83 |  16213 |              50398 |   2.628e-02 |            0.9666 ‖
‖        84 |  16045 |              51492 |   2.627e-02 |            0.9346 ‖
‖        85 |  16044 |              52417 |   2.626e-02 |            0.9241 ‖
‖        86 |  15923 |              53445 |   2.626e-02 |            0.9223 ‖
‖        87 |  15698 |              54591 |   2.625e-02 |            0.8850 ‖
‖        88 |  15403 |              55795 |   2.623e-02 |            0.8709 ‖
‖        89 |  14976 |              57107 |   2.625e-02 |            0.8562 ‖
‖        90 |  14598 |              58351 |   2.624e-02 |            0.8509 ‖
‖        91 |  14627 |              59207 |   2.629e-02 |            0.8468 ‖
‖        92 |  14380 |              60326 |   2.632e-02 |            0.8326 ‖
‖        93 |  14225 |              61404 |   2.626e-02 |            0.7753 ‖
‖        94 |  14169 |              62306 |   2.631e-02 |            0.7414 ‖
‖        95 |  13906 |              63452 |   2.630e-02 |            0.7324 ‖
‖        96 |  13687 |              64534 |   2.628e-02 |            0.7288 ‖
‖        97 |  13375 |              65680 |   2.628e-02 |            0.6706 ‖
‖        98 |  13121 |              66803 |   2.625e-02 |            0.6027 ‖
‖        99 |  12705 |              68082 |   2.621e-02 |            0.5918 ‖
‖       100 |  12372 |              69281 |   2.618e-02 |            0.5779 ‖
‖       101 |  12110 |              70438 |   2.613e-02 |            0.5502 ‖
‖       102 |  11977 |              71437 |   2.614e-02 |            0.5284 ‖
‖       103 |  11631 |              72630 |   2.612e-02 |            0.4879 ‖
‖       104 |  11286 |              73841 |   2.610e-02 |            0.4566 ‖
‖       105 |  10855 |              75135 |   2.610e-02 |            0.4360 ‖
‖       106 |  10503 |              76352 |   2.609e-02 |            0.4333 ‖
‖       107 |  10115 |              77621 |   2.607e-02 |            0.4176 ‖
‖       108 |   9947 |              78672 |   2.604e-02 |            0.4044 ‖
‖       109 |   9631 |              79857 |   2.602e-02 |            0.3842 ‖
‖       110 |   9370 |              80991 |   2.600e-02 |            0.3646 ‖
‖       111 |   9058 |              82182 |   2.602e-02 |            0.3576 ‖
‖       112 |   8675 |              83439 |   2.603e-02 |            0.3206 ‖
‖       113 |   8337 |              84673 |   2.600e-02 |            0.3038 ‖
‖       114 |   7871 |              85976 |   2.605e-02 |            0.2904 ‖
‖       115 |   7483 |              87259 |   2.600e-02 |            0.2833 ‖
‖       116 |   7218 |              88377 |   2.606e-02 |            0.2778 ‖
‖       117 |   6793 |              89642 |   2.611e-02 |            0.2584 ‖
‖       118 |   6303 |              90995 |   2.609e-02 |            0.2498 ‖
‖       119 |   5960 |              92205 |   2.602e-02 |            0.2433 ‖
‖       120 |   5566 |              93456 |   2.593e-02 |            0.2128 ‖
‖       121 |   5312 |              94581 |   2.587e-02 |            0.1883 ‖
‖       122 |   4860 |              95858 |   2.586e-02 |            0.1702 ‖
‖       123 |   4343 |              97223 |   2.584e-02 |            0.1368 ‖
‖       124 |   3775 |              98639 |   2.570e-02 |            0.1136 ‖
‖       125 |   3217 |              99994 |   2.569e-02 |            0.0871 ‖
‖       126 |   2590 |             101442 |   2.562e-02 |            0.0699 ‖
‖       127 |   2103 |             102754 |   2.560e-02 |            0.0501 ‖
‖       128 |   1549 |             104174 |   2.494e-02 |            0.0305 ‖
‖       129 |   1028 |             105526 |   2.441e-02 |            0.0165 ‖
‖       130 |    323 |             107038 |   2.342e-02 |            0.0013 ‖
‖       131 |     97 |             107478 |   2.254e-02 |            0.0001 ‖
‖       132 |     29 |             107611 |   2.364e-02 |            0.0000 ‖
‖       133 |     10 |             107651 |   2.271e-02 |            0.0000 ‖
‖       134 |      2 |             107665 |   2.335e-02 |            0.0000 ‖
‖       135 |      0 |             107668 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 12.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2581.vnnlib: unsat
--- Verification time: 12.0186 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (959/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2070.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2070.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2070.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.102e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2070.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (960/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1265.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1265.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1265.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.036e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1265.vnnlib: unsat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (961/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2966.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2966.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2966.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.869e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2966.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (962/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7110.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7110.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7110.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.235e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.056e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.960e-02 |          100.0001 ‖
‖         4 |      8 |                  0 |   3.752e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.635e-02 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.528e-02 |           96.8750 ‖
‖         7 |     58 |                  5 |   3.383e-02 |           85.9120 ‖
‖         8 |    100 |                 19 |   3.337e-02 |           74.1339 ‖
‖         9 |    167 |                 50 |   3.264e-02 |           61.5543 ‖
‖        10 |    272 |                109 |   3.199e-02 |           50.6103 ‖
‖        11 |    395 |                254 |   3.072e-02 |           36.0305 ‖
‖        12 |    558 |                471 |   2.963e-02 |           24.4666 ‖
‖        13 |    788 |                766 |   2.943e-02 |           17.8971 ‖
‖        14 |   1116 |               1196 |   2.850e-02 |           12.4550 ‖
‖        15 |   1482 |               1792 |   2.793e-02 |            8.7403 ‖
‖        16 |   1763 |               2459 |   2.744e-02 |            6.3708 ‖
‖        17 |   2214 |               2938 |   2.726e-02 |            5.1567 ‖
‖        18 |   2489 |               3637 |   2.659e-02 |            4.1255 ‖
‖        19 |   2953 |               4142 |   2.620e-02 |            3.4115 ‖
‖        20 |   3384 |               4714 |   2.569e-02 |            2.8489 ‖
‖        21 |   3706 |               5338 |   2.542e-02 |            2.4310 ‖
‖        22 |   3983 |               5993 |   2.516e-02 |            2.2302 ‖
‖        23 |   4152 |               6819 |   2.460e-02 |            1.7622 ‖
‖        24 |   4333 |               7581 |   2.436e-02 |            1.6270 ‖
‖        25 |   4554 |               8361 |   2.396e-02 |            1.3744 ‖
‖        26 |   4538 |               9319 |   2.368e-02 |            1.2275 ‖
‖        27 |   4418 |              10423 |   2.320e-02 |            1.0550 ‖
‖        28 |   4209 |              11532 |   2.307e-02 |            0.9689 ‖
‖        29 |   3957 |              12658 |   2.285e-02 |            0.9133 ‖
‖        30 |   3650 |              13914 |   2.231e-02 |            0.7528 ‖
‖        31 |   3307 |              15128 |   2.207e-02 |            0.6640 ‖
‖        32 |   2998 |              16329 |   2.174e-02 |            0.5494 ‖
‖        33 |   2741 |              17493 |   2.140e-02 |            0.4459 ‖
‖        34 |   2437 |              18648 |   2.111e-02 |            0.3705 ‖
‖        35 |   2095 |              19821 |   2.055e-02 |            0.2434 ‖
‖        36 |   1610 |              21056 |   2.036e-02 |            0.1743 ‖
‖        37 |   1013 |              22297 |   2.046e-02 |            0.0970 ‖
‖        38 |    311 |              23580 |   2.192e-02 |            0.0209 ‖
‖        39 |    111 |              24003 |   2.138e-02 |            0.0040 ‖
‖        40 |     35 |              24151 |   1.989e-02 |            0.0005 ‖
‖        41 |      5 |              24202 |   2.054e-02 |            0.0000 ‖
‖        42 |      1 |              24209 |   1.981e-02 |            0.0000 ‖
‖        43 |      0 |              24210 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 3.053 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7110.vnnlib: unsat
--- Verification time: 3.0629 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (963/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4047.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4047.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4047.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.988e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4047.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (964/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2988.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2988.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2988.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.127e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2988.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (965/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3554.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3554.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3554.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.390e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3554.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (966/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4347.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4347.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4347.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.380e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4347.vnnlib: sat
--- Verification time: 0.0164 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (967/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_497.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_497.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_497.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.749e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.023e-02 |           36.5290 ‖
‖         3 |      2 |                  1 |   5.412e-02 |           36.5014 ‖
‖         4 |      4 |                  1 |   5.278e-02 |           36.5014 ‖
‖         5 |      8 |                  1 |   5.200e-02 |           35.5290 ‖
‖         6 |     14 |                  3 |   5.055e-02 |           29.6909 ‖
‖         7 |     23 |                  8 |   4.921e-02 |           23.9747 ‖
‖         8 |     38 |                 15 |   4.868e-02 |           20.7266 ‖
‖         9 |     65 |                 26 |   4.731e-02 |           17.0570 ‖
‖        10 |    100 |                 53 |   4.651e-02 |           13.1602 ‖
‖        11 |    158 |                 92 |   4.628e-02 |           10.5880 ‖
‖        12 |    231 |                173 |   4.482e-02 |            7.4665 ‖
‖        13 |    311 |                311 |   4.403e-02 |            4.9947 ‖
‖        14 |    403 |                513 |   4.303e-02 |            3.1506 ‖
‖        15 |    463 |                827 |   4.183e-02 |            1.7866 ‖
‖        16 |    425 |               1295 |   4.035e-02 |            0.7789 ‖
‖        17 |    362 |               1736 |   3.973e-02 |            0.3398 ‖
‖        18 |    338 |               2092 |   3.932e-02 |            0.1602 ‖
‖        19 |    173 |               2567 |   3.735e-02 |            0.0364 ‖
‖        20 |    107 |               2778 |   3.592e-02 |            0.0107 ‖
‖        21 |     60 |               2912 |   3.592e-02 |            0.0027 ‖
‖        22 |     24 |               2995 |   3.532e-02 |            0.0005 ‖
‖        23 |     10 |               3027 |   3.218e-02 |            0.0001 ‖
‖        24 |      5 |               3040 |   3.063e-02 |            0.0000 ‖
‖        25 |      0 |               3047 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_497.vnnlib: unsat
--- Verification time: 1.0211 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (968/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7007.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7007.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7007.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.053e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7007.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (969/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2328.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2328.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2328.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.511e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.400e-02 |           83.3053 ‖
‖         3 |      3 |                  1 |   3.337e-02 |           56.7668 ‖
‖         4 |      5 |                  2 |   3.257e-02 |           50.3587 ‖
‖         5 |      9 |                  3 |   3.132e-02 |           43.1073 ‖
‖         6 |     14 |                  5 |   3.177e-02 |           40.0991 ‖
‖         7 |     24 |                  9 |   3.092e-02 |           34.3720 ‖
‖         8 |     41 |                 15 |   3.062e-02 |           30.1284 ‖
‖         9 |     70 |                 27 |   3.018e-02 |           25.4233 ‖
‖        10 |    103 |                 64 |   2.877e-02 |           17.3263 ‖
‖        11 |    144 |                120 |   2.838e-02 |           12.3630 ‖
‖        12 |    219 |                182 |   2.776e-02 |            9.1596 ‖
‖        13 |    309 |                301 |   2.768e-02 |            6.9440 ‖
‖        14 |    486 |                424 |   2.656e-02 |            4.9100 ‖
‖        15 |    607 |                744 |   2.663e-02 |            3.2056 ‖
‖        16 |    711 |               1221 |   2.572e-02 |            1.7765 ‖
‖        17 |    911 |               1660 |   2.571e-02 |            1.2163 ‖
‖        18 |   1209 |               2231 |   2.556e-02 |            0.8254 ‖
‖        19 |   1374 |               3043 |   2.475e-02 |            0.5099 ‖
‖        20 |   1683 |               3664 |   2.440e-02 |            0.3561 ‖
‖        21 |   1908 |               4372 |   2.432e-02 |            0.2567 ‖
‖        22 |   2169 |               5070 |   2.378e-02 |            0.1828 ‖
‖        23 |   2231 |               5937 |   2.343e-02 |            0.1374 ‖
‖        24 |   2081 |               7005 |   2.305e-02 |            0.0931 ‖
‖        25 |   1992 |               7989 |   2.274e-02 |            0.0679 ‖
‖        26 |   1829 |               9021 |   2.249e-02 |            0.0501 ‖
‖        27 |   1639 |              10081 |   2.211e-02 |            0.0334 ‖
‖        28 |   1365 |              11243 |   2.168e-02 |            0.0195 ‖
‖        29 |   1104 |              12354 |   2.136e-02 |            0.0119 ‖
‖        30 |    765 |              13563 |   2.070e-02 |            0.0043 ‖
‖        31 |    356 |              14579 |   2.000e-02 |            0.0011 ‖
‖        32 |    134 |              15075 |   1.908e-02 |            0.0002 ‖
‖        33 |     23 |              15272 |   1.902e-02 |            0.0000 ‖
‖        34 |      7 |              15304 |   1.771e-02 |            0.0000 ‖
‖        35 |      0 |              15313 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.362 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2328.vnnlib: unsat
--- Verification time: 2.3716 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (970/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1434.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1434.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1434.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.442e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1434.vnnlib: unsat
--- Verification time: 0.0130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (971/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2433.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2433.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2433.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.506e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2433.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (972/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1756.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1756.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1756.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.157e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1756.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (973/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7373.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7373.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7373.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.597e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.522e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.475e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.371e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.268e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   3.191e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   3.086e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.003e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   2.928e-02 |           99.9404 ‖
‖        10 |    505 |                  7 |   2.859e-02 |           98.0854 ‖
‖        11 |    965 |                 50 |   2.792e-02 |           92.7682 ‖
‖        12 |   1726 |                245 |   2.722e-02 |           81.9159 ‖
‖        13 |   2329 |                649 |   2.671e-02 |           71.4501 ‖
‖        14 |   3090 |                892 |   2.631e-02 |           64.5607 ‖
‖        15 |   3721 |               1246 |   2.606e-02 |           59.7756 ‖
‖        16 |   4365 |               1598 |   2.572e-02 |           55.4134 ‖
‖        17 |   5000 |               1944 |   2.551e-02 |           52.0801 ‖
‖        18 |   5479 |               2466 |   2.521e-02 |           46.9320 ‖
‖        19 |   6018 |               2899 |   2.500e-02 |           45.3990 ‖
‖        20 |   6037 |               3809 |   2.485e-02 |           41.8049 ‖
‖        21 |   6277 |               4540 |   2.469e-02 |           39.9595 ‖
‖        22 |   6282 |               5469 |   2.463e-02 |           37.3387 ‖
‖        23 |   6417 |               6296 |   2.448e-02 |           35.1847 ‖
‖        24 |   6471 |               7158 |   2.438e-02 |           33.4471 ‖
‖        25 |   6600 |               7984 |   2.425e-02 |           31.1318 ‖
‖        26 |   6587 |               8910 |   2.416e-02 |           29.8925 ‖
‖        27 |   6527 |               9923 |   2.401e-02 |           27.0765 ‖
‖        28 |   6458 |              10889 |   2.391e-02 |           26.0500 ‖
‖        29 |   6468 |              11828 |   2.378e-02 |           24.6299 ‖
‖        30 |   6317 |              12857 |   2.375e-02 |           23.7731 ‖
‖        31 |   6177 |              13888 |   2.369e-02 |           21.8225 ‖
‖        32 |   6163 |              14847 |   2.354e-02 |           19.4618 ‖
‖        33 |   5985 |              15915 |   2.347e-02 |           17.7119 ‖
‖        34 |   5869 |              16940 |   2.336e-02 |           16.4525 ‖
‖        35 |   5763 |              17968 |   2.323e-02 |           15.2463 ‖
‖        36 |   5568 |              19081 |   2.310e-02 |           14.2284 ‖
‖        37 |   5478 |              20095 |   2.299e-02 |           12.8937 ‖
‖        38 |   5265 |              21208 |   2.291e-02 |           11.8621 ‖
‖        39 |   5066 |              22322 |   2.278e-02 |           10.2666 ‖
‖        40 |   4833 |              23437 |   2.261e-02 |            9.1247 ‖
‖        41 |   4618 |              24569 |   2.247e-02 |            8.1300 ‖
‖        42 |   4384 |              25699 |   2.230e-02 |            7.0774 ‖
‖        43 |   4170 |              26813 |   2.213e-02 |            5.9158 ‖
‖        44 |   3826 |              28007 |   2.199e-02 |            4.9156 ‖
‖        45 |   3502 |              29210 |   2.176e-02 |            4.0710 ‖
‖        46 |   3147 |              30427 |   2.162e-02 |            3.3790 ‖
‖        47 |   2809 |              31650 |   2.126e-02 |            2.6411 ‖
‖        48 |   2411 |              32888 |   2.107e-02 |            1.8765 ‖
‖        49 |   2003 |              34174 |   2.051e-02 |            1.2683 ‖
‖        50 |   1642 |              35370 |   2.016e-02 |            0.7799 ‖
‖        51 |   1219 |              36586 |   1.982e-02 |            0.3946 ‖
‖        52 |    750 |              37805 |   1.984e-02 |            0.1584 ‖
‖        53 |    418 |              38688 |   2.046e-02 |            0.0448 ‖
‖        54 |    189 |              39246 |   1.996e-02 |            0.0094 ‖
‖        55 |     72 |              39506 |   1.925e-02 |            0.0021 ‖
‖        56 |     29 |              39605 |   1.943e-02 |            0.0004 ‖
‖        57 |      6 |              39650 |   1.530e-02 |            0.0000 ‖
‖        58 |      0 |              39659 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 4.599 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7373.vnnlib: unsat
--- Verification time: 4.6087 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (974/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1032.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1032.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1032.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.589e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1032.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (975/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7002.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7002.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7002.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.430e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.264e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   6.145e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.012e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.899e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.803e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.706e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.621e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.506e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   5.397e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   5.309e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   5.203e-02 |          100.0004 ‖
‖        13 |   3072 |                  0 |   5.134e-02 |          100.0005 ‖
‖        14 |   4096 |                  0 |   5.085e-02 |          100.0005 ‖
‖        14 |   3072 |                  0 |   5.080e-02 |           68.7503 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.444 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7002.vnnlib: sat
--- Verification time: 0.4560 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (976/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1813.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1813.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1813.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.793e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1813.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (977/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4411.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4411.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4411.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.269e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4411.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (978/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2866.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2866.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2866.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.724e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2866.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (979/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_828.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_828.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_828.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.636e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_828.vnnlib: unsat
--- Verification time: 0.0140 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (980/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_426.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_426.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_426.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.367e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.047e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.791e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.552e-02 |           89.7482 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.057 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_426.vnnlib: sat
--- Verification time: 0.0718 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (981/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2350.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2350.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2350.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.229e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2350.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (982/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_124.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_124.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_124.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.125e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_124.vnnlib: unsat
--- Verification time: 0.0130 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (983/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2850.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2850.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2850.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.635e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2850.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (984/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7843.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7843.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7843.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.871e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7843.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (985/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4742.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4742.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4742.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.325e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.170e-02 |           97.8702 ‖
‖         3 |      3 |                  1 |   4.057e-02 |           59.1366 ‖
‖         4 |      3 |                  4 |   3.976e-02 |           37.2478 ‖
‖         5 |      5 |                  5 |   3.837e-02 |           23.3695 ‖
‖         6 |      5 |                  9 |   3.753e-02 |           12.5288 ‖
‖         7 |      5 |                 13 |   3.764e-02 |            6.9781 ‖
‖         8 |      5 |                 18 |   3.577e-02 |            2.7203 ‖
‖         9 |      5 |                 22 |   3.304e-02 |            1.2232 ‖
‖        10 |      3 |                 28 |   3.493e-02 |            0.2996 ‖
‖        11 |      1 |                 33 |   3.454e-02 |            0.0501 ‖
‖        12 |      0 |                 35 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.253 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4742.vnnlib: unsat
--- Verification time: 0.2624 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (986/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5954.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5954.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5954.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.996e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.774e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.580e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   4.387e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.294e-02 |          100.0001 ‖
‖         6 |     32 |                  0 |   4.187e-02 |          100.0001 ‖
‖         7 |     64 |                  0 |   4.085e-02 |          100.0001 ‖
‖         8 |    128 |                  0 |   3.980e-02 |          100.0001 ‖
‖         9 |    256 |                  0 |   3.898e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   3.823e-02 |           99.8525 ‖
‖        11 |   1020 |                  4 |   3.750e-02 |           99.4847 ‖
‖        12 |   2012 |                 32 |   3.665e-02 |           97.6751 ‖
‖        13 |   2884 |                180 |   3.596e-02 |           93.2696 ‖
‖        14 |   3894 |                191 |   3.556e-02 |           92.9812 ‖
‖        15 |   4865 |                236 |   3.526e-02 |           92.4825 ‖
‖        16 |   5604 |                515 |   3.479e-02 |           88.4556 ‖
‖        17 |   6505 |                625 |   3.445e-02 |           87.1400 ‖
‖        18 |   7501 |                652 |   3.415e-02 |           86.6595 ‖
‖        19 |   8485 |                692 |   3.387e-02 |           85.9548 ‖
‖        20 |   9502 |                699 |   3.359e-02 |           85.7873 ‖
‖        21 |  10483 |                734 |   3.330e-02 |           85.5835 ‖
‖        22 |  11507 |                734 |   3.312e-02 |           85.5830 ‖
‖        23 |  12531 |                734 |   3.298e-02 |           85.5831 ‖
‖        24 |  13277 |                990 |   3.280e-02 |           83.8611 ‖
‖        25 |  13910 |               1345 |   3.263e-02 |           81.6860 ‖
‖        26 |  14910 |               1369 |   3.243e-02 |           81.5151 ‖
‖        27 |  15717 |               1579 |   3.225e-02 |           80.0456 ‖
‖        28 |  16739 |               1580 |   3.209e-02 |           80.0457 ‖
‖        29 |  17693 |               1644 |   3.189e-02 |           79.5851 ‖
‖        30 |  18641 |               1716 |   3.174e-02 |           79.1143 ‖
‖        31 |  19665 |               1716 |   3.157e-02 |           79.1143 ‖
‖        32 |  20599 |               1800 |   3.136e-02 |           78.6016 ‖
‖        33 |  21549 |               1874 |   3.121e-02 |           77.9084 ‖
‖        34 |  22530 |               1912 |   3.103e-02 |           77.6582 ‖
‖        35 |  23512 |               1951 |   3.081e-02 |           77.3559 ‖
‖        36 |  24522 |               1965 |   3.066e-02 |           77.2024 ‖
‖        37 |  25540 |               1968 |   3.053e-02 |           77.2025 ‖
‖        38 |  26523 |               2004 |   3.041e-02 |           76.9772 ‖
‖        39 |  27538 |               2013 |   3.032e-02 |           76.9484 ‖
‖        40 |  28542 |               2030 |   3.027e-02 |           76.9485 ‖
‖        41 |  29545 |               2050 |   3.026e-02 |           76.8441 ‖
‖        42 |  30562 |               2054 |   3.027e-02 |           76.8176 ‖
‖        43 |  31586 |               2054 |   3.022e-02 |           76.8174 ‖
‖        44 |  32610 |               2054 |   3.015e-02 |           76.8170 ‖
‖        45 |  33634 |               2054 |   3.011e-02 |           76.8168 ‖
‖        46 |  34658 |               2054 |   3.003e-02 |           76.8167 ‖
‖        47 |  35344 |               2352 |   2.993e-02 |           76.0201 ‖
‖        48 |  36362 |               2355 |   2.984e-02 |           76.0198 ‖
‖        49 |  37345 |               2391 |   2.973e-02 |           75.9157 ‖
‖        50 |  37900 |               2836 |   2.961e-02 |           74.4403 ‖
‖        51 |  38869 |               2868 |   2.951e-02 |           74.4167 ‖
‖        52 |  39858 |               2899 |   2.939e-02 |           74.3172 ‖
‖        53 |  40880 |               2901 |   2.929e-02 |           74.3174 ‖
‖        54 |  41904 |               2901 |   2.917e-02 |           74.3174 ‖
‖        55 |  42625 |               3184 |   2.905e-02 |           73.4290 ‖
‖        56 |  43309 |               3515 |   2.894e-02 |           72.5605 ‖
‖        57 |  44062 |               3733 |   2.887e-02 |           72.5519 ‖
‖        58 |  44860 |               3951 |   2.888e-02 |           72.5513 ‖
‖        59 |  45756 |               4055 |   2.890e-02 |           72.5514 ‖
‖        60 |  46684 |               4145 |   2.887e-02 |           72.3589 ‖
‖        61 |  47616 |               4226 |   2.883e-02 |           72.1248 ‖
‖        62 |  48640 |               4226 |   2.878e-02 |           72.1247 ‖
‖        63 |  49615 |               4270 |   2.872e-02 |           72.0006 ‖
‖        64 |  50513 |               4394 |   2.869e-02 |           71.5745 ‖
‖        65 |  51533 |               4396 |   2.866e-02 |           71.5750 ‖
‖        66 |  52557 |               4396 |   2.858e-02 |           71.5751 ‖
‖        67 |  53581 |               4396 |   2.853e-02 |           71.5753 ‖
‖        68 |  54601 |               4400 |   2.848e-02 |           71.5761 ‖
‖        69 |  55465 |               4552 |   2.839e-02 |           71.0381 ‖
‖        70 |  56431 |               4604 |   2.831e-02 |           70.9720 ‖
‖        71 |  57363 |               4694 |   2.826e-02 |           70.9723 ‖
‖        72 |  58180 |               4891 |   2.822e-02 |           70.5091 ‖
‖        73 |  58994 |               5093 |   2.819e-02 |           69.8055 ‖
‖        74 |  59908 |               5179 |   2.814e-02 |           69.6376 ‖
‖        75 |  60830 |               5277 |   2.808e-02 |           69.3042 ‖
‖        76 |  61733 |               5388 |   2.804e-02 |           69.1503 ‖
‖        77 |  62609 |               5526 |   2.799e-02 |           69.1504 ‖
‖        78 |  63433 |               5714 |   2.794e-02 |           68.7643 ‖
‖        79 |  64347 |               5813 |   2.791e-02 |           68.6645 ‖
‖        80 |  65307 |               5875 |   2.788e-02 |           68.5900 ‖
‖        81 |  66255 |               5945 |   2.781e-02 |           68.4592 ‖
‖        82 |  67204 |               6018 |   2.780e-02 |           68.1936 ‖
‖        83 |  68189 |               6053 |   2.778e-02 |           68.1210 ‖
‖        84 |  69172 |               6090 |   2.773e-02 |           68.1209 ‖
‖        85 |  70173 |               6107 |   2.771e-02 |           68.1207 ‖
‖        86 |  71158 |               6142 |   2.770e-02 |           68.0438 ‖
‖        87 |  72129 |               6192 |   2.765e-02 |           67.8763 ‖
‖        88 |  73139 |               6206 |   2.762e-02 |           67.8382 ‖
‖        89 |  74101 |               6267 |   2.758e-02 |           67.7987 ‖
‖        90 |  75089 |               6300 |   2.755e-02 |           67.7160 ‖
‖        91 |  76107 |               6304 |   2.751e-02 |           67.7143 ‖
‖        92 |  77094 |               6340 |   2.747e-02 |           67.7118 ‖
‖        93 |  78105 |               6348 |   2.742e-02 |           67.7113 ‖
‖        94 |  79047 |               6429 |   2.738e-02 |           67.7112 ‖
‖        95 |  79675 |               6809 |   2.736e-02 |           67.5056 ‖
‖        96 |  80196 |               7280 |   2.739e-02 |           67.3475 ‖
‖        97 |  80977 |               7493 |   2.741e-02 |           67.3233 ‖
‖        98 |  81926 |               7559 |   2.741e-02 |           67.2044 ‖
‖        99 |  82931 |               7575 |   2.742e-02 |           67.1324 ‖
‖       100 |  83932 |               7598 |   2.743e-02 |           67.0229 ‖
‖       101 |  84941 |               7610 |   2.743e-02 |           66.9979 ‖
‖       102 |  85962 |               7613 |   2.742e-02 |           66.9881 ‖
‖       103 |  86986 |               7613 |   2.740e-02 |           66.9874 ‖
‖       104 |  88004 |               7619 |   2.737e-02 |           66.9618 ‖
‖       105 |  89017 |               7629 |   2.735e-02 |           66.9416 ‖
‖       106 |  90030 |               7640 |   2.732e-02 |           66.9416 ‖
‖       107 |  91049 |               7645 |   2.728e-02 |           66.9376 ‖
‖       108 |  92045 |               7673 |   2.725e-02 |           66.9291 ‖
‖       109 |  92983 |               7757 |   2.724e-02 |           66.9261 ‖
‖       110 |  93866 |               7896 |   2.721e-02 |           66.9256 ‖
‖       111 |  94687 |               8096 |   2.718e-02 |           66.9254 ‖
‖       112 |  95396 |               8388 |   2.719e-02 |           66.9251 ‖
‖       113 |  96265 |               8534 |   2.718e-02 |           66.8217 ‖
‖       114 |  97145 |               8656 |   2.716e-02 |           66.7098 ‖
‖       115 |  98158 |               8666 |   2.714e-02 |           66.7098 ‖
‖       116 |  99175 |               8673 |   2.711e-02 |           66.7092 ‖
‖       117 | 100186 |               8686 |   2.709e-02 |           66.7090 ‖
‖       118 | 101197 |               8699 |   2.705e-02 |           66.7090 ‖
‖       119 | 102116 |               8799 |   2.701e-02 |           66.6680 ‖
‖       120 | 103048 |               8891 |   2.699e-02 |           66.6680 ‖
‖       121 | 103855 |               9098 |   2.696e-02 |           66.6233 ‖
‖       122 | 104380 |               9573 |   2.692e-02 |           66.1743 ‖
‖       123 | 104962 |               9973 |   2.688e-02 |           65.8009 ‖
‖       124 | 105859 |              10097 |   2.684e-02 |           65.7884 ‖
‖       125 | 106770 |              10202 |   2.683e-02 |           65.7884 ‖
‖       126 | 107670 |              10322 |   2.678e-02 |           65.7484 ‖
‖       127 | 108612 |              10398 |   2.674e-02 |           65.7437 ‖
‖       128 | 109507 |              10520 |   2.672e-02 |           65.7437 ‖
‖       129 | 110318 |              10725 |   2.670e-02 |           65.7436 ‖
‖       130 | 111202 |              10857 |   2.666e-02 |           65.7436 ‖
‖       131 | 112037 |              11027 |   2.666e-02 |           65.7437 ‖
‖       132 | 112874 |              11208 |   2.666e-02 |           65.7437 ‖
‖       133 | 113738 |              11362 |   2.663e-02 |           65.7437 ‖
‖       134 | 114690 |              11429 |   2.664e-02 |           65.7436 ‖
‖       135 | 115562 |              11568 |   2.664e-02 |           65.6120 ‖
‖       136 | 116252 |              11896 |   2.662e-02 |           65.2410 ‖
‖       137 | 117068 |              12081 |   2.659e-02 |           65.0886 ‖
‖       138 | 117791 |              12341 |   2.656e-02 |           64.9539 ‖
‖       139 | 118491 |              12652 |   2.653e-02 |           64.5769 ‖
‖       140 | 119372 |              12787 |   2.650e-02 |           64.4278 ‖
‖       141 | 120076 |              13101 |   2.646e-02 |           64.3857 ‖
‖       142 | 120862 |              13305 |   2.645e-02 |           64.3857 ‖
‖       143 | 121441 |              13736 |   2.644e-02 |           64.3568 ‖
‖       144 | 122326 |              13847 |   2.645e-02 |           64.3498 ‖
‖       145 | 123250 |              13938 |   2.645e-02 |           64.3144 ‖
‖       146 | 124177 |              14025 |   2.645e-02 |           64.3038 ‖
‖       147 | 125164 |              14059 |   2.644e-02 |           64.2952 ‖
‖       148 | 126077 |              14161 |   2.641e-02 |           64.1397 ‖
‖       149 | 127078 |              14179 |   2.639e-02 |           64.1323 ‖
‖       150 | 128100 |              14180 |   2.637e-02 |           64.1323 ‖
‖       151 | 128998 |              14303 |   2.633e-02 |           63.8880 ‖
‖       152 | 129990 |              14331 |   2.631e-02 |           63.8545 ‖
‖       153 | 131007 |              14335 |   2.628e-02 |           63.8545 ‖
‖       154 | 132009 |              14356 |   2.624e-02 |           63.8545 ‖
‖       155 | 132978 |              14407 |   2.621e-02 |           63.8545 ‖
‖       156 | 133879 |              14510 |   2.617e-02 |           63.8545 ‖
‖       157 | 134668 |              14719 |   2.613e-02 |           63.7352 ‖
‖       158 | 135427 |              14968 |   2.612e-02 |           63.7023 ‖
‖       159 | 136130 |              15257 |   2.609e-02 |           63.6801 ‖
‖       160 | 136606 |              15763 |   2.608e-02 |           63.4366 ‖
‖       161 | 137062 |              16259 |   2.608e-02 |           63.3238 ‖
‖       162 | 137439 |              16847 |   2.609e-02 |           63.3235 ‖
‖       163 | 137937 |              17323 |   2.610e-02 |           63.3061 ‖
‖       164 | 138622 |              17595 |   2.612e-02 |           63.2981 ‖
‖       165 | 139376 |              17838 |   2.614e-02 |           63.2952 ‖
‖       166 | 140202 |              18008 |   2.613e-02 |           63.2948 ‖
‖       167 | 141125 |              18102 |   2.614e-02 |           63.2857 ‖
‖       168 | 142067 |              18172 |   2.613e-02 |           63.2817 ‖
‖       169 | 143058 |              18200 |   2.612e-02 |           63.2813 ‖
‖       170 | 144028 |              18253 |   2.612e-02 |           63.2769 ‖
‖       171 | 144892 |              18409 |   2.611e-02 |           63.2769 ‖
‖       172 | 145767 |              18551 |   2.609e-02 |           63.2767 ‖
‖       173 | 146707 |              18633 |   2.610e-02 |           63.2766 ‖
‖       174 | 147558 |              18796 |   2.609e-02 |           63.0993 ‖
‖       175 | 148373 |              18993 |   2.607e-02 |           62.9126 ‖
‖       176 | 149302 |              19065 |   2.605e-02 |           62.9119 ‖
‖       177 | 149991 |              19396 |   2.602e-02 |           62.8899 ‖
‖       178 | 150609 |              19779 |   2.600e-02 |           62.8381 ‖
‖       179 | 151395 |              19974 |   2.599e-02 |           62.8380 ‖
‖       180 | 152207 |              20163 |   2.597e-02 |           62.8380 ‖
‖       181 | 153188 |              20197 |   2.594e-02 |           62.8380 ‖
‖       182 | 154169 |              20237 |   2.591e-02 |           62.8380 ‖
‖       183 | 154904 |              20512 |   2.587e-02 |           62.4999 ‖
‖       184 | 155752 |              20669 |   2.584e-02 |           62.3556 ‖
‖       185 | 156675 |              20754 |   2.580e-02 |           62.2284 ‖
‖       186 | 157440 |              21001 |   2.576e-02 |           61.8555 ‖
‖       187 | 158220 |              21235 |   2.573e-02 |           61.4827 ‖
‖       188 | 159160 |              21312 |   2.568e-02 |           61.4427 ‖
‖       189 | 160066 |              21426 |   2.565e-02 |           61.2332 ‖
‖       190 | 161015 |              21496 |   2.562e-02 |           61.2332 ‖
‖       191 | 161643 |              21844 |   2.558e-02 |           61.0961 ‖
‖       192 | 162218 |              22235 |   2.556e-02 |           60.9900 ‖
‖       193 | 162513 |              22884 |   2.557e-02 |           60.8203 ‖
‖       194 | 162826 |              23547 |   2.556e-02 |           60.7530 ‖
‖       195 | 163016 |              24262 |   2.558e-02 |           60.5403 ‖
‖       196 | 163520 |              24716 |   2.559e-02 |           60.5223 ‖
‖       197 | 164194 |              25015 |   2.560e-02 |           60.5222 ‖
‖       198 | 165053 |              25146 |   2.561e-02 |           60.5223 ‖
‖       199 | 165764 |              25440 |   2.560e-02 |           60.2520 ‖
‖       200 | 166609 |              25609 |   2.559e-02 |           60.1226 ‖
‖       201 | 167510 |              25716 |   2.558e-02 |           60.0563 ‖
‖       202 | 168390 |              25847 |   2.557e-02 |           60.0181 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.059 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5954.vnnlib: unknown
--- Verification time: 20.0762 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (987/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1215.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1215.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1215.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.523e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1215.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (988/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5692.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5692.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5692.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.591e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5692.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (989/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_479.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_479.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_479.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.357e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_479.vnnlib: unsat
--- Verification time: 0.0128 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (990/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4963.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4963.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4963.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.298e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4963.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (991/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2065.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2065.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2065.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.744e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2065.vnnlib: sat
--- Verification time: 0.0147 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (992/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1791.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1791.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1791.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.935e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.847e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.686e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.642e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.558e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.453e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.322e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.237e-02 |           99.9999 ‖
‖         9 |    255 |                  1 |   4.158e-02 |           99.0122 ‖
‖        10 |    502 |                  9 |   4.051e-02 |           97.5575 ‖
‖        11 |    988 |                 24 |   3.971e-02 |           95.7771 ‖
‖        11 |      0 |                 28 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.299 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1791.vnnlib: sat
--- Verification time: 0.3093 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (993/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_635.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_635.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_635.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.591e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.456e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   4.389e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.354e-02 |           98.8355 ‖
‖         5 |     15 |                  1 |   4.281e-02 |           91.2827 ‖
‖         6 |     28 |                  3 |   4.204e-02 |           85.0827 ‖
‖         7 |     52 |                  7 |   4.078e-02 |           79.4312 ‖
‖         8 |    100 |                 10 |   3.983e-02 |           76.5192 ‖
‖         9 |    184 |                 26 |   3.932e-02 |           70.4168 ‖
‖        10 |    344 |                 47 |   3.890e-02 |           66.2771 ‖
‖        11 |    637 |                 96 |   3.803e-02 |           60.8991 ‖
‖        12 |   1159 |                202 |   3.727e-02 |           54.9870 ‖
‖        13 |   1988 |                378 |   3.656e-02 |           50.3839 ‖
‖        14 |   2734 |                639 |   3.601e-02 |           46.9731 ‖
‖        15 |   3683 |                704 |   3.564e-02 |           46.2183 ‖
‖        16 |   4596 |                797 |   3.543e-02 |           45.7052 ‖
‖        17 |   5286 |               1114 |   3.502e-02 |           43.6258 ‖
‖        18 |   6293 |               1124 |   3.479e-02 |           43.6005 ‖
‖        19 |   7182 |               1255 |   3.451e-02 |           42.6354 ‖
‖        20 |   8146 |               1311 |   3.425e-02 |           42.1959 ‖
‖        21 |   9166 |               1313 |   3.403e-02 |           42.1948 ‖
‖        22 |  10143 |               1353 |   3.383e-02 |           42.1073 ‖
‖        23 |  11162 |               1358 |   3.363e-02 |           42.0829 ‖
‖        24 |  12162 |               1370 |   3.339e-02 |           42.0829 ‖
‖        25 |  12585 |               1945 |   3.307e-02 |           40.3450 ‖
‖        26 |  13562 |               1978 |   3.282e-02 |           40.2704 ‖
‖        27 |  14586 |               1978 |   3.260e-02 |           40.2609 ‖
‖        28 |  15606 |               1982 |   3.241e-02 |           40.2517 ‖
‖        29 |  16630 |               1982 |   3.217e-02 |           40.2456 ‖
‖        30 |  17361 |               2263 |   3.191e-02 |           39.2818 ‖
‖        31 |  18274 |               2361 |   3.174e-02 |           38.9858 ‖
‖        32 |  19298 |               2361 |   3.150e-02 |           38.9857 ‖
‖        33 |  20130 |               2547 |   3.131e-02 |           38.2851 ‖
‖        34 |  21081 |               2611 |   3.115e-02 |           38.0715 ‖
‖        35 |  22104 |               2612 |   3.094e-02 |           38.0684 ‖
‖        36 |  23126 |               2614 |   3.079e-02 |           38.0605 ‖
‖        37 |  24150 |               2614 |   3.064e-02 |           38.0602 ‖
‖        38 |  25169 |               2619 |   3.043e-02 |           38.0491 ‖
‖        39 |  26193 |               2619 |   3.031e-02 |           38.0455 ‖
‖        40 |  27217 |               2619 |   3.016e-02 |           38.0456 ‖
‖        41 |  28236 |               2624 |   2.996e-02 |           38.0455 ‖
‖        42 |  29213 |               2671 |   2.985e-02 |           38.0454 ‖
‖        43 |  30073 |               2827 |   2.976e-02 |           38.0401 ‖
‖        44 |  30683 |               3218 |   2.969e-02 |           38.0401 ‖
‖        45 |  31153 |               3735 |   2.974e-02 |           38.0401 ‖
‖        46 |  31674 |               4177 |   2.980e-02 |           38.0401 ‖
‖        47 |  32197 |               4604 |   2.977e-02 |           37.8329 ‖
‖        48 |  32820 |               4970 |   2.969e-02 |           37.3591 ‖
‖        49 |  33784 |               5029 |   2.962e-02 |           37.2359 ‖
‖        50 |  34799 |               5035 |   2.958e-02 |           37.2301 ‖
‖        51 |  35823 |               5035 |   2.951e-02 |           37.2302 ‖
‖        52 |  36822 |               5060 |   2.944e-02 |           37.1311 ‖
‖        53 |  37839 |               5067 |   2.941e-02 |           37.1072 ‖
‖        54 |  38863 |               5067 |   2.932e-02 |           37.1073 ‖
‖        55 |  39887 |               5067 |   2.925e-02 |           37.1073 ‖
‖        56 |  40911 |               5067 |   2.921e-02 |           37.1072 ‖
‖        57 |  41915 |               5087 |   2.912e-02 |           37.1072 ‖
‖        58 |  42859 |               5159 |   2.905e-02 |           37.1072 ‖
‖        59 |  43711 |               5325 |   2.900e-02 |           37.1072 ‖
‖        60 |  44466 |               5575 |   2.894e-02 |           37.1070 ‖
‖        61 |  44728 |               6286 |   2.886e-02 |           36.5400 ‖
‖        62 |  45239 |               6762 |   2.880e-02 |           36.2690 ‖
‖        63 |  45841 |               7163 |   2.872e-02 |           36.1922 ‖
‖        64 |  46195 |               7789 |   2.872e-02 |           35.9079 ‖
‖        65 |  46636 |               8300 |   2.875e-02 |           35.9079 ‖
‖        66 |  47344 |               8574 |   2.870e-02 |           35.9079 ‖
‖        67 |  48204 |               8717 |   2.867e-02 |           35.9079 ‖
‖        68 |  49155 |               8786 |   2.861e-02 |           35.9078 ‖
‖        69 |  49908 |               9021 |   2.851e-02 |           35.6066 ‖
‖        70 |  50487 |               9455 |   2.843e-02 |           34.8652 ‖
‖        71 |  51392 |               9560 |   2.833e-02 |           34.7391 ‖
‖        72 |  52103 |               9860 |   2.824e-02 |           34.2910 ‖
‖        73 |  52874 |              10103 |   2.821e-02 |           34.0472 ‖
‖        74 |  53629 |              10359 |   2.812e-02 |           34.0472 ‖
‖        75 |  54230 |              10760 |   2.809e-02 |           34.0214 ‖
‖        76 |  54886 |              11105 |   2.807e-02 |           34.0214 ‖
‖        77 |  55543 |              11439 |   2.802e-02 |           34.0214 ‖
‖        78 |  56292 |              11691 |   2.800e-02 |           33.9760 ‖
‖        79 |  57125 |              11867 |   2.800e-02 |           33.9758 ‖
‖        80 |  58018 |              11986 |   2.791e-02 |           33.9758 ‖
‖        81 |  58894 |              12121 |   2.788e-02 |           33.9758 ‖
‖        82 |  59753 |              12275 |   2.786e-02 |           33.9761 ‖
‖        83 |  60477 |              12562 |   2.778e-02 |           33.9761 ‖
‖        84 |  61140 |              12902 |   2.774e-02 |           33.9608 ‖
‖        85 |  61839 |              13208 |   2.772e-02 |           33.9608 ‖
‖        86 |  62470 |              13580 |   2.767e-02 |           33.9608 ‖
‖        87 |  63122 |              13924 |   2.766e-02 |           33.9002 ‖
‖        88 |  63792 |              14254 |   2.768e-02 |           33.8817 ‖
‖        89 |  64386 |              14648 |   2.762e-02 |           33.8817 ‖
‖        90 |  64984 |              15050 |   2.762e-02 |           33.8788 ‖
‖        91 |  65518 |              15497 |   2.763e-02 |           33.8788 ‖
‖        92 |  65970 |              16010 |   2.758e-02 |           33.8788 ‖
‖        93 |  66374 |              16589 |   2.757e-02 |           33.8757 ‖
‖        94 |  66856 |              17059 |   2.754e-02 |           33.8757 ‖
‖        95 |  67524 |              17379 |   2.755e-02 |           33.8757 ‖
‖        96 |  68313 |              17584 |   2.758e-02 |           33.8746 ‖
‖        97 |  69157 |              17749 |   2.762e-02 |           33.8745 ‖
‖        98 |  69794 |              18104 |   2.759e-02 |           33.8745 ‖
‖        99 |  70679 |              18212 |   2.761e-02 |           33.8747 ‖
‖       100 |  71567 |              18333 |   2.762e-02 |           33.8748 ‖
‖       101 |  72286 |              18594 |   2.760e-02 |           33.8749 ‖
‖       102 |  73150 |              18729 |   2.758e-02 |           33.8750 ‖
‖       103 |  74127 |              18753 |   2.756e-02 |           33.8752 ‖
‖       104 |  75138 |              18763 |   2.756e-02 |           33.8753 ‖
‖       105 |  76108 |              18806 |   2.755e-02 |           33.8755 ‖
‖       106 |  77048 |              18887 |   2.754e-02 |           33.8756 ‖
‖       107 |  77873 |              19064 |   2.753e-02 |           33.8436 ‖
‖       108 |  78668 |              19273 |   2.750e-02 |           33.8436 ‖
‖       109 |  79364 |              19565 |   2.747e-02 |           33.7740 ‖
‖       110 |  79825 |              20095 |   2.745e-02 |           33.6245 ‖
‖       111 |  80230 |              20679 |   2.743e-02 |           33.6245 ‖
‖       112 |  80611 |              21267 |   2.745e-02 |           33.3664 ‖
‖       113 |  81443 |              21432 |   2.743e-02 |           33.3664 ‖
‖       114 |  82411 |              21481 |   2.740e-02 |           33.3665 ‖
‖       115 |  83419 |              21496 |   2.740e-02 |           33.3326 ‖
‖       116 |  84442 |              21497 |   2.739e-02 |           33.3324 ‖
‖       117 |  85456 |              21507 |   2.736e-02 |           33.3324 ‖
‖       118 |  86453 |              21531 |   2.734e-02 |           33.3323 ‖
‖       119 |  87406 |              21599 |   2.732e-02 |           33.3322 ‖
‖       120 |  88326 |              21696 |   2.728e-02 |           33.3085 ‖
‖       121 |  89064 |              21966 |   2.727e-02 |           33.0246 ‖
‖       122 |  89887 |              22157 |   2.723e-02 |           33.0246 ‖
‖       123 |  90621 |              22430 |   2.720e-02 |           33.0051 ‖
‖       124 |  91213 |              22841 |   2.722e-02 |           32.9269 ‖
‖       125 |  91733 |              23316 |   2.722e-02 |           32.9243 ‖
‖       126 |  92284 |              23735 |   2.720e-02 |           32.9243 ‖
‖       127 |  92896 |              24110 |   2.719e-02 |           32.9243 ‖
‖       128 |  93486 |              24499 |   2.719e-02 |           32.9243 ‖
‖       129 |  94149 |              24826 |   2.717e-02 |           32.9234 ‖
‖       130 |  94939 |              25037 |   2.718e-02 |           32.9233 ‖
‖       131 |  95757 |              25228 |   2.715e-02 |           32.9233 ‖
‖       132 |  96526 |              25473 |   2.712e-02 |           32.9233 ‖
‖       133 |  97276 |              25721 |   2.713e-02 |           32.9233 ‖
‖       134 |  97905 |              26083 |   2.713e-02 |           32.9233 ‖
‖       135 |  98372 |              26606 |   2.711e-02 |           32.9233 ‖
‖       136 |  98902 |              27058 |   2.712e-02 |           32.9233 ‖
‖       137 |  99467 |              27471 |   2.710e-02 |           32.9234 ‖
‖       138 |  99976 |              27950 |   2.708e-02 |           32.9233 ‖
‖       139 | 100583 |              28325 |   2.709e-02 |           32.9233 ‖
‖       140 | 101158 |              28740 |   2.707e-02 |           32.9233 ‖
‖       141 | 101588 |              29303 |   2.705e-02 |           32.9233 ‖
‖       142 | 102146 |              29728 |   2.705e-02 |           32.9233 ‖
‖       143 | 102658 |              30186 |   2.705e-02 |           32.9234 ‖
‖       144 | 103043 |              30778 |   2.704e-02 |           32.9233 ‖
‖       145 | 103644 |              31171 |   2.704e-02 |           32.9233 ‖
‖       146 | 103947 |              31822 |   2.703e-02 |           32.8636 ‖
‖       147 | 104279 |              32456 |   2.701e-02 |           32.8363 ‖
‖       148 | 104561 |              33106 |   2.699e-02 |           32.7046 ‖
‖       149 | 105241 |              33417 |   2.699e-02 |           32.7045 ‖
‖       150 | 105773 |              33835 |   2.699e-02 |           32.6752 ‖
‖       151 | 106653 |              33959 |   2.696e-02 |           32.6752 ‖
‖       152 | 107318 |              34267 |   2.693e-02 |           32.4854 ‖
‖       153 | 108309 |              34296 |   2.693e-02 |           32.4854 ‖
‖       154 | 109258 |              34362 |   2.693e-02 |           32.4855 ‖
‖       155 | 110144 |              34489 |   2.692e-02 |           32.4854 ‖
‖       156 | 111013 |              34628 |   2.690e-02 |           32.4854 ‖
‖       157 | 111783 |              34864 |   2.686e-02 |           32.4855 ‖
‖       158 | 112409 |              35237 |   2.684e-02 |           32.4854 ‖
‖       159 | 112892 |              35740 |   2.685e-02 |           32.4854 ‖
‖       160 | 113392 |              36204 |   2.685e-02 |           32.4854 ‖
‖       161 | 114045 |              36525 |   2.685e-02 |           32.4854 ‖
‖       162 | 114951 |              36631 |   2.683e-02 |           32.4855 ‖
‖       163 | 115824 |              36770 |   2.680e-02 |           32.4855 ‖
‖       164 | 116505 |              37074 |   2.677e-02 |           32.3989 ‖
‖       165 | 117261 |              37330 |   2.673e-02 |           32.3990 ‖
‖       166 | 117573 |              37967 |   2.671e-02 |           32.1753 ‖
‖       167 | 117930 |              38576 |   2.668e-02 |           31.9199 ‖
‖       168 | 118411 |              39082 |   2.665e-02 |           31.7910 ‖
‖       169 | 119047 |              39441 |   2.663e-02 |           31.7910 ‖
‖       170 | 119743 |              39743 |   2.659e-02 |           31.7910 ‖
‖       171 | 120036 |              40413 |   2.657e-02 |           31.5301 ‖
‖       172 | 120471 |              40952 |   2.654e-02 |           31.4604 ‖
‖       173 | 120814 |              41587 |   2.652e-02 |           31.3717 ‖
‖       174 | 121052 |              42327 |   2.651e-02 |           31.0483 ‖
‖       175 | 121364 |              42980 |   2.651e-02 |           30.9636 ‖
‖       176 | 121710 |              43590 |   2.650e-02 |           30.9635 ‖
‖       177 | 122292 |              43988 |   2.647e-02 |           30.9635 ‖
‖       178 | 122791 |              44471 |   2.645e-02 |           30.8833 ‖
‖       179 | 123291 |              44956 |   2.644e-02 |           30.8698 ‖
‖       180 | 123867 |              45350 |   2.644e-02 |           30.8697 ‖
‖       181 | 124497 |              45714 |   2.643e-02 |           30.8697 ‖
‖       182 | 125144 |              46055 |   2.643e-02 |           30.8697 ‖
‖       183 | 125620 |              46557 |   2.642e-02 |           30.8698 ‖
‖       184 | 126116 |              47035 |   2.641e-02 |           30.8698 ‖
‖       185 | 126662 |              47466 |   2.640e-02 |           30.7745 ‖
‖       186 | 127370 |              47755 |   2.641e-02 |           30.7379 ‖
‖       187 | 128005 |              48112 |   2.638e-02 |           30.7379 ‖
‖       188 | 128689 |              48430 |   2.639e-02 |           30.7380 ‖
‖       189 | 129248 |              48864 |   2.640e-02 |           30.7380 ‖
‖       190 | 129564 |              49500 |   2.640e-02 |           30.7380 ‖
‖       191 | 130000 |              50039 |   2.638e-02 |           30.7379 ‖
‖       192 | 130420 |              50596 |   2.636e-02 |           30.7380 ‖
‖       193 | 130973 |              51031 |   2.635e-02 |           30.7379 ‖
‖       194 | 131600 |              51399 |   2.636e-02 |           30.7380 ‖
‖       195 | 131855 |              52109 |   2.635e-02 |           30.7380 ‖
‖       196 | 132420 |              52530 |   2.636e-02 |           30.7379 ‖
‖       197 | 132875 |              53041 |   2.637e-02 |           30.7380 ‖
‖       198 | 133112 |              53741 |   2.637e-02 |           30.7380 ‖
‖       199 | 133436 |              54348 |   2.637e-02 |           30.7379 ‖
‖       200 | 133902 |              54843 |   2.635e-02 |           30.7379 ‖
‖       201 | 134375 |              55348 |   2.634e-02 |           30.6717 ‖
‖       202 | 134860 |              55851 |   2.633e-02 |           30.6716 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.102 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_635.vnnlib: unknown
--- Verification time: 20.1159 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (994/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5868.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5868.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5868.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.120e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5868.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (995/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3974.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3974.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3974.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.843e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.757e-02 |          100.0004 ‖
‖         3 |      4 |                  0 |   2.628e-02 |           99.9998 ‖
‖         4 |      8 |                  0 |   2.574e-02 |           99.9998 ‖
‖         5 |     16 |                  0 |   2.507e-02 |           99.9998 ‖
‖         6 |     32 |                  0 |   2.423e-02 |           96.8796 ‖
‖         7 |     60 |                  3 |   2.379e-02 |           91.9789 ‖
‖         8 |    113 |                 10 |   2.313e-02 |           86.8221 ‖
‖         9 |    207 |                 28 |   2.238e-02 |           78.5421 ‖
‖        10 |    350 |                 88 |   2.171e-02 |           66.1065 ‖
‖        11 |    562 |                216 |   2.117e-02 |           53.1482 ‖
‖        12 |    879 |                446 |   2.045e-02 |           40.6145 ‖
‖        13 |   1310 |                854 |   2.009e-02 |           30.3812 ‖
‖        14 |   1742 |               1405 |   1.961e-02 |           23.5096 ‖
‖        15 |   2259 |               1875 |   1.931e-02 |           19.8143 ‖
‖        16 |   2759 |               2343 |   1.909e-02 |           16.8948 ‖
‖        17 |   3278 |               2798 |   1.886e-02 |           15.1759 ‖
‖        18 |   3889 |               3156 |   1.876e-02 |           13.7000 ‖
‖        19 |   4465 |               3565 |   1.855e-02 |           12.2582 ‖
‖        20 |   5054 |               3959 |   1.836e-02 |           11.4471 ‖
‖        21 |   5496 |               4481 |   1.821e-02 |           10.5872 ‖
‖        22 |   6135 |               4808 |   1.807e-02 |           10.1736 ‖
‖        23 |   6657 |               5261 |   1.794e-02 |            9.3731 ‖
‖        24 |   7182 |               5727 |   1.778e-02 |            8.4721 ‖
‖        25 |   7623 |               6249 |   1.764e-02 |            7.9850 ‖
‖        26 |   8092 |               6739 |   1.753e-02 |            7.6413 ‖
‖        27 |   8467 |               7316 |   1.746e-02 |            7.4847 ‖
‖        28 |   8751 |               7991 |   1.738e-02 |            7.1351 ‖
‖        29 |   9024 |               8676 |   1.731e-02 |            6.9362 ‖
‖        30 |   9096 |               9538 |   1.728e-02 |            6.7042 ‖
‖        31 |   9189 |              10355 |   1.729e-02 |            6.5919 ‖
‖        32 |   9349 |              11137 |   1.728e-02 |            6.2312 ‖
‖        33 |   9504 |              11869 |   1.727e-02 |            6.1031 ‖
‖        34 |   9512 |              12769 |   1.725e-02 |            5.6815 ‖
‖        35 |   9663 |              13538 |   1.723e-02 |            5.5890 ‖
‖        36 |   9634 |              14486 |   1.721e-02 |            5.1525 ‖
‖        37 |   9627 |              15355 |   1.720e-02 |            4.9947 ‖
‖        38 |   9566 |              16321 |   1.721e-02 |            4.8916 ‖
‖        39 |   9584 |              17215 |   1.722e-02 |            4.8261 ‖
‖        40 |   9564 |              18171 |   1.719e-02 |            4.5673 ‖
‖        41 |   9441 |              19164 |   1.722e-02 |            4.4312 ‖
‖        42 |   9490 |              20041 |   1.721e-02 |            4.2885 ‖
‖        43 |   9430 |              20996 |   1.722e-02 |            4.0978 ‖
‖        44 |   9445 |              21884 |   1.723e-02 |            3.9286 ‖
‖        45 |   9494 |              22752 |   1.721e-02 |            3.9007 ‖
‖        46 |   9486 |              23647 |   1.721e-02 |            3.8049 ‖
‖        47 |   9553 |              24503 |   1.719e-02 |            3.6251 ‖
‖        48 |   9664 |              25315 |   1.717e-02 |            3.5511 ‖
‖        49 |   9668 |              26244 |   1.713e-02 |            3.4445 ‖
‖        50 |   9701 |              27099 |   1.715e-02 |            3.4007 ‖
‖        51 |   9619 |              28097 |   1.711e-02 |            3.2400 ‖
‖        52 |   9606 |              29010 |   1.712e-02 |            3.1560 ‖
‖        53 |   9606 |              29929 |   1.710e-02 |            3.0770 ‖
‖        54 |   9470 |              30965 |   1.706e-02 |            2.8087 ‖
‖        55 |   9404 |              31890 |   1.707e-02 |            2.6472 ‖
‖        56 |   9379 |              32808 |   1.706e-02 |            2.5123 ‖
‖        57 |   9403 |              33678 |   1.706e-02 |            2.3643 ‖
‖        58 |   9401 |              34597 |   1.705e-02 |            2.1680 ‖
‖        59 |   9421 |              35479 |   1.703e-02 |            2.0940 ‖
‖        60 |   9266 |              36530 |   1.701e-02 |            2.0156 ‖
‖        61 |   9209 |              37504 |   1.698e-02 |            1.9451 ‖
‖        62 |   9181 |              38445 |   1.697e-02 |            1.9183 ‖
‖        63 |   9067 |              39447 |   1.695e-02 |            1.8643 ‖
‖        64 |   8941 |              40478 |   1.695e-02 |            1.8270 ‖
‖        65 |   8833 |              41504 |   1.691e-02 |            1.7932 ‖
‖        66 |   8772 |              42471 |   1.690e-02 |            1.7280 ‖
‖        67 |   8675 |              43482 |   1.686e-02 |            1.5543 ‖
‖        68 |   8579 |              44448 |   1.685e-02 |            1.4066 ‖
‖        69 |   8417 |              45492 |   1.681e-02 |            1.3278 ‖
‖        70 |   8240 |              46551 |   1.678e-02 |            1.1954 ‖
‖        71 |   8055 |              47606 |   1.678e-02 |            1.0922 ‖
‖        72 |   7782 |              48771 |   1.674e-02 |            0.9800 ‖
‖        73 |   7518 |              49922 |   1.670e-02 |            0.9160 ‖
‖        74 |   7283 |              51029 |   1.666e-02 |            0.8625 ‖
‖        75 |   7051 |              52154 |   1.661e-02 |            0.8029 ‖
‖        76 |   6780 |              53300 |   1.659e-02 |            0.7476 ‖
‖        77 |   6516 |              54446 |   1.656e-02 |            0.6751 ‖
‖        78 |   6238 |              55600 |   1.652e-02 |            0.6005 ‖
‖        79 |   5973 |              56742 |   1.649e-02 |            0.5182 ‖
‖        80 |   5666 |              57925 |   1.644e-02 |            0.4815 ‖
‖        81 |   5330 |              59123 |   1.643e-02 |            0.4183 ‖
‖        82 |   5071 |              60276 |   1.637e-02 |            0.3502 ‖
‖        83 |   4773 |              61453 |   1.629e-02 |            0.3284 ‖
‖        84 |   4422 |              62690 |   1.622e-02 |            0.3026 ‖
‖        85 |   4060 |              63926 |   1.613e-02 |            0.2665 ‖
‖        86 |   3674 |              65168 |   1.607e-02 |            0.2277 ‖
‖        87 |   3312 |              66403 |   1.602e-02 |            0.1716 ‖
‖        88 |   2947 |              67653 |   1.585e-02 |            0.1163 ‖
‖        89 |   2502 |              68941 |   1.576e-02 |            0.0705 ‖
‖        90 |   2048 |              70241 |   1.559e-02 |            0.0543 ‖
‖        91 |   1632 |              71508 |   1.546e-02 |            0.0517 ‖
‖        92 |   1159 |              72840 |   1.519e-02 |            0.0191 ‖
‖        93 |    694 |              74161 |   1.461e-02 |            0.0000 ‖
‖        94 |    313 |              75089 |   1.391e-02 |            0.0000 ‖
‖        95 |    117 |              75508 |   1.422e-02 |            0.0000 ‖
‖        96 |     51 |              75664 |   1.375e-02 |            0.0000 ‖
‖        97 |     26 |              75727 |   1.286e-02 |            0.0000 ‖
‖        98 |      9 |              75762 |   1.274e-02 |            0.0000 ‖
‖        99 |      2 |              75776 |   8.116e-03 |            0.0000 ‖
‖       100 |      1 |              75778 |   1.216e-02 |            0.0000 ‖
‖       101 |      0 |              75779 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 8.488 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3974.vnnlib: unsat
--- Verification time: 8.4983 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (996/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1865.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1865.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1865.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.142e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1865.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (997/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_901.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_901.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_901.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.991e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_901.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (998/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3297.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3297.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3297.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.600e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3297.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (999/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3898.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3898.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3898.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.956e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3898.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1000/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2917.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2917.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2917.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.758e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2917.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1001/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1994.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1994.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1994.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.106e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1994.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1002/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1525.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1525.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1525.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.206e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1525.vnnlib: sat
--- Verification time: 0.0171 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1003/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2323.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2323.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2323.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.495e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.421e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.354e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.288e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.179e-02 |           93.8062 ‖
‖         6 |     29 |                  2 |   4.142e-02 |           89.9085 ‖
‖         7 |     54 |                  6 |   4.097e-02 |           82.1274 ‖
‖         8 |     97 |                 16 |   4.041e-02 |           73.6910 ‖
‖         9 |    168 |                 40 |   3.900e-02 |           62.5016 ‖
‖        10 |    276 |                 94 |   3.848e-02 |           52.5178 ‖
‖        11 |    449 |                193 |   3.747e-02 |           41.3925 ‖
‖        12 |    659 |                411 |   3.641e-02 |           29.5770 ‖
‖        13 |    920 |                768 |   3.538e-02 |           20.1934 ‖
‖        14 |   1194 |               1343 |   3.464e-02 |           12.8905 ‖
‖        15 |   1287 |               2187 |   3.394e-02 |            7.8233 ‖
‖        16 |   1511 |               2884 |   3.356e-02 |            5.3620 ‖
‖        17 |   1767 |               3569 |   3.298e-02 |            3.6754 ‖
‖        18 |   1757 |               4480 |   3.230e-02 |            2.4145 ‖
‖        19 |   1479 |               5644 |   3.165e-02 |            1.3255 ‖
‖        20 |   1269 |               6776 |   3.090e-02 |            0.6893 ‖
‖        21 |    843 |               8078 |   3.020e-02 |            0.2792 ‖
‖        22 |    412 |               9219 |   2.930e-02 |            0.0627 ‖
‖        23 |    138 |               9816 |   2.811e-02 |            0.0092 ‖
‖        24 |     33 |              10024 |   2.679e-02 |            0.0007 ‖
‖        25 |      5 |              10072 |   2.917e-02 |            0.0001 ‖
‖        26 |      1 |              10081 |   2.839e-02 |            0.0000 ‖
‖        27 |      0 |              10083 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 1.711 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2323.vnnlib: unsat
--- Verification time: 1.7232 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1004/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6869.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6869.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6869.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.620e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6869.vnnlib: sat
--- Verification time: 0.0217 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1005/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_388.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_388.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_388.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.288e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.240e-02 |           99.9999 ‖
‖         3 |      3 |                  1 |   5.065e-02 |           73.1814 ‖
‖         4 |      5 |                  2 |   4.823e-02 |           42.1068 ‖
‖         5 |      5 |                  6 |   4.792e-02 |           25.2762 ‖
‖         6 |      6 |                 10 |   4.193e-02 |           14.5631 ‖
‖         7 |      7 |                 14 |   4.575e-02 |            8.1556 ‖
‖         8 |      6 |                 21 |   4.521e-02 |            3.9407 ‖
‖         9 |      6 |                 27 |   4.288e-02 |            1.7677 ‖
‖        10 |      4 |                 34 |   4.192e-02 |            0.4780 ‖
‖        11 |      3 |                 38 |   3.161e-02 |            0.1877 ‖
‖        12 |      1 |                 42 |   4.229e-02 |            0.0460 ‖
‖        13 |      0 |                 44 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.276 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_388.vnnlib: unsat
--- Verification time: 0.2855 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1006/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1910.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1910.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1910.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.313e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.270e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.125e-02 |           81.6926 ‖
‖         4 |      6 |                  2 |   3.008e-02 |           57.9310 ‖
‖         5 |      7 |                  7 |   2.981e-02 |           39.7438 ‖
‖         6 |      9 |                 12 |   2.821e-02 |           21.5469 ‖
‖         7 |      9 |                 20 |   2.582e-02 |           10.4267 ‖
‖         8 |     10 |                 27 |   2.581e-02 |            5.8243 ‖
‖         9 |     12 |                 34 |   2.625e-02 |            3.7820 ‖
‖        10 |     14 |                 43 |   2.431e-02 |            1.6861 ‖
‖        11 |     11 |                 56 |   2.318e-02 |            0.6108 ‖
‖        12 |      6 |                 70 |   2.432e-02 |            0.1884 ‖
‖        13 |      5 |                 77 |   2.349e-02 |            0.0739 ‖
‖        14 |      4 |                 82 |   2.354e-02 |            0.0355 ‖
‖        15 |      4 |                 86 |   2.283e-02 |            0.0112 ‖
‖        16 |      2 |                 92 |   2.267e-02 |            0.0034 ‖
‖        17 |      1 |                 95 |   2.266e-02 |            0.0015 ‖
‖        18 |      1 |                 96 |   2.241e-02 |            0.0008 ‖
‖        19 |      1 |                 97 |   2.174e-02 |            0.0002 ‖
‖        20 |      0 |                 99 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.450 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1910.vnnlib: unsat
--- Verification time: 0.4598 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1007/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2639.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2639.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2639.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.349e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2639.vnnlib: sat
--- Verification time: 0.0159 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1008/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5118.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5118.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5118.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.447e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.356e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.279e-02 |          100.0000 ‖
‖         4 |      7 |                  1 |   3.218e-02 |           87.1767 ‖
‖         5 |     12 |                  3 |   2.758e-02 |           56.2601 ‖
‖         6 |     15 |                  9 |   2.935e-02 |           37.5372 ‖
‖         7 |     18 |                 19 |   2.883e-02 |           23.6676 ‖
‖         8 |     23 |                 30 |   2.736e-02 |           14.0620 ‖
‖         9 |     24 |                 49 |   2.758e-02 |            7.9603 ‖
‖        10 |     28 |                 67 |   2.716e-02 |            4.2853 ‖
‖        11 |     24 |                 96 |   2.616e-02 |            1.6307 ‖
‖        12 |     18 |                123 |   2.494e-02 |            0.5710 ‖
‖        13 |     11 |                145 |   2.553e-02 |            0.2353 ‖
‖        14 |      8 |                158 |   2.398e-02 |            0.0762 ‖
‖        15 |      6 |                167 |   1.630e-02 |            0.0122 ‖
‖        16 |      3 |                172 |   1.983e-02 |            0.0036 ‖
‖        17 |      1 |                176 |   2.408e-02 |            0.0015 ‖
‖        18 |      1 |                177 |   2.367e-02 |            0.0006 ‖
‖        19 |      0 |                179 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.473 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5118.vnnlib: unsat
--- Verification time: 0.4831 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1009/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2162.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2162.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2162.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.811e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2162.vnnlib: sat
--- Verification time: 0.0171 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1010/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5481.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5481.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5481.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.562e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.008 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5481.vnnlib: sat
--- Verification time: 0.0185 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1011/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7867.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7867.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7867.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.484e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.007 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7867.vnnlib: sat
--- Verification time: 0.0176 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1012/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3574.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3574.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3574.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.286e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.010 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3574.vnnlib: sat
--- Verification time: 0.0196 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1013/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1214.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1214.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1214.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.993e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.011 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1214.vnnlib: sat
--- Verification time: 0.0209 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1014/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3371.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3371.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3371.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.824e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.009 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3371.vnnlib: sat
--- Verification time: 0.0197 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1015/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4038.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4038.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4038.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.409e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.006 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4038.vnnlib: sat
--- Verification time: 0.0166 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1016/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_801.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_801.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_801.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.778e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   3.622e-02 |           13.2260 ‖
‖         3 |      1 |                  2 |   3.528e-02 |            5.4873 ‖
‖         4 |      0 |                  4 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.070 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_801.vnnlib: unsat
--- Verification time: 0.0805 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1017/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7637.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7637.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7637.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.804e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.599e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.309e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.219e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.073e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.978e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.867e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.758e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.652e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   4.541e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.435e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.319e-02 |           99.9994 ‖
‖        13 |   3072 |                  0 |   4.247e-02 |           99.9990 ‖
‖        14 |   4096 |                  0 |   4.204e-02 |           99.9996 ‖
‖        15 |   5120 |                  0 |   4.174e-02 |          100.0007 ‖
‖        16 |   6144 |                  0 |   4.139e-02 |          100.0007 ‖
‖        17 |   7168 |                  0 |   4.109e-02 |          100.0004 ‖
‖        18 |   8192 |                  0 |   4.080e-02 |          100.0006 ‖
‖        19 |   9216 |                  0 |   4.050e-02 |          100.0007 ‖
‖        20 |  10240 |                  0 |   4.025e-02 |          100.0007 ‖
‖        21 |  11264 |                  0 |   3.996e-02 |          100.0012 ‖
‖        22 |  12288 |                  0 |   3.972e-02 |          100.0012 ‖
‖        23 |  13312 |                  0 |   3.950e-02 |          100.0011 ‖
‖        24 |  14336 |                  0 |   3.925e-02 |          100.0015 ‖
‖        25 |  15360 |                  0 |   3.907e-02 |          100.0014 ‖
‖        26 |  16384 |                  0 |   3.889e-02 |          100.0005 ‖
‖        27 |  17408 |                  0 |   3.869e-02 |          100.0003 ‖
‖        28 |  18432 |                  0 |   3.855e-02 |          100.0010 ‖
‖        29 |  19456 |                  0 |   3.839e-02 |          100.0000 ‖
‖        30 |  20480 |                  0 |   3.816e-02 |           99.9998 ‖
‖        31 |  21504 |                  0 |   3.796e-02 |           99.9999 ‖
‖        32 |  22528 |                  0 |   3.777e-02 |           99.9998 ‖
‖        33 |  23552 |                  0 |   3.753e-02 |          100.0001 ‖
‖        34 |  24576 |                  0 |   3.734e-02 |          100.0005 ‖
‖        35 |  25600 |                  0 |   3.716e-02 |          100.0006 ‖
‖        36 |  26624 |                  0 |   3.690e-02 |          100.0010 ‖
‖        37 |  27648 |                  0 |   3.674e-02 |          100.0006 ‖
‖        38 |  28672 |                  0 |   3.657e-02 |          100.0003 ‖
‖        39 |  29696 |                  0 |   3.633e-02 |          100.0000 ‖
‖        40 |  30720 |                  0 |   3.614e-02 |           99.9998 ‖
‖        41 |  31744 |                  0 |   3.593e-02 |          100.0000 ‖
‖        42 |  32768 |                  0 |   3.576e-02 |          100.0000 ‖
‖        43 |  33792 |                  0 |   3.561e-02 |           99.9991 ‖
‖        44 |  34816 |                  0 |   3.544e-02 |           99.9979 ‖
‖        45 |  35840 |                  0 |   3.523e-02 |           99.9980 ‖
‖        46 |  36864 |                  0 |   3.507e-02 |           99.9969 ‖
‖        47 |  37888 |                  0 |   3.491e-02 |           99.9964 ‖
‖        48 |  38912 |                  0 |   3.473e-02 |           99.9954 ‖
‖        49 |  39936 |                  0 |   3.454e-02 |           99.9944 ‖
‖        50 |  40960 |                  0 |   3.436e-02 |           99.9939 ‖
‖        51 |  41984 |                  0 |   3.422e-02 |           99.9934 ‖
‖        52 |  43008 |                  0 |   3.408e-02 |           99.9934 ‖
‖        53 |  44032 |                  0 |   3.394e-02 |           99.9936 ‖
‖        54 |  45056 |                  0 |   3.375e-02 |           99.9934 ‖
‖        55 |  46080 |                  0 |   3.361e-02 |           99.9943 ‖
‖        56 |  47104 |                  0 |   3.348e-02 |           99.9946 ‖
‖        57 |  48128 |                  0 |   3.328e-02 |           99.9945 ‖
‖        58 |  49152 |                  0 |   3.313e-02 |           99.9945 ‖
‖        59 |  50176 |                  0 |   3.297e-02 |           99.9944 ‖
‖        60 |  51200 |                  0 |   3.283e-02 |           99.9943 ‖
‖        61 |  52224 |                  0 |   3.271e-02 |           99.9945 ‖
‖        62 |  53248 |                  0 |   3.259e-02 |           99.9937 ‖
‖        63 |  54272 |                  0 |   3.243e-02 |           99.9938 ‖
‖        64 |  55296 |                  0 |   3.232e-02 |           99.9948 ‖
‖        65 |  56320 |                  0 |   3.221e-02 |           99.9959 ‖
‖        66 |  57344 |                  0 |   3.205e-02 |           99.9963 ‖
‖        67 |  58368 |                  0 |   3.192e-02 |           99.9964 ‖
‖        68 |  59392 |                  0 |   3.179e-02 |           99.9964 ‖
‖        69 |  60416 |                  0 |   3.163e-02 |           99.9964 ‖
‖        70 |  61440 |                  0 |   3.154e-02 |           99.9961 ‖
‖        71 |  62464 |                  0 |   3.143e-02 |           99.9960 ‖
‖        72 |  63488 |                  0 |   3.126e-02 |           99.9961 ‖
‖        73 |  64512 |                  0 |   3.116e-02 |           99.9962 ‖
‖        74 |  65536 |                  0 |   3.108e-02 |           99.9965 ‖
‖        75 |  66560 |                  0 |   3.090e-02 |           99.9966 ‖
‖        76 |  67584 |                  0 |   3.080e-02 |           99.9966 ‖
‖        77 |  68608 |                  0 |   3.069e-02 |           99.9966 ‖
‖        78 |  69632 |                  0 |   3.051e-02 |           99.9966 ‖
‖        79 |  70640 |                 16 |   3.043e-02 |           99.9959 ‖
‖        80 |  71604 |                 73 |   3.036e-02 |           99.9954 ‖
‖        81 |  72425 |                262 |   3.024e-02 |           99.9954 ‖
‖        82 |  73114 |                588 |   3.024e-02 |           99.9946 ‖
‖        83 |  73693 |                967 |   3.028e-02 |           99.9947 ‖
‖        84 |  74363 |               1273 |   3.021e-02 |           99.9947 ‖
‖        85 |  75047 |               1573 |   3.019e-02 |           99.9945 ‖
‖        86 |  75693 |               1914 |   3.017e-02 |           99.9943 ‖
‖        87 |  76224 |               2360 |   3.014e-02 |           99.9943 ‖
‖        88 |  76750 |               2789 |   3.020e-02 |           99.9948 ‖
‖        89 |  77362 |               3156 |   3.025e-02 |           99.9956 ‖
‖        90 |  77947 |               3543 |   3.021e-02 |           99.9956 ‖
‖        91 |  78538 |               3917 |   3.026e-02 |           99.9961 ‖
‖        92 |  79152 |               4280 |   3.031e-02 |           99.9967 ‖
‖        93 |  79827 |               4581 |   3.027e-02 |           99.9967 ‖
‖        94 |  80534 |               4856 |   3.030e-02 |           99.9971 ‖
‖        95 |  81396 |               4996 |   3.028e-02 |           99.9973 ‖
‖        96 |  82328 |               5078 |   3.021e-02 |           99.9974 ‖
‖        97 |  83290 |               5133 |   3.022e-02 |           99.9970 ‖
‖        98 |  84285 |               5159 |   3.021e-02 |           99.9967 ‖
‖        99 |  85305 |               5163 |   3.011e-02 |           99.9967 ‖
‖       100 |  86329 |               5163 |   3.009e-02 |           99.9965 ‖
‖       101 |  87353 |               5163 |   3.007e-02 |           99.9966 ‖
‖       102 |  88377 |               5163 |   2.997e-02 |           99.9966 ‖
‖       103 |  89401 |               5163 |   2.997e-02 |           99.9996 ‖
‖       104 |  90425 |               5163 |   2.996e-02 |           99.9997 ‖
‖       105 |  91449 |               5163 |   2.987e-02 |           99.9998 ‖
‖       106 |  92473 |               5163 |   2.987e-02 |           99.9998 ‖
‖       107 |  93497 |               5163 |   2.986e-02 |           99.9998 ‖
‖       108 |  94521 |               5163 |   2.976e-02 |           99.9996 ‖
‖       109 |  95545 |               5163 |   2.976e-02 |           99.9996 ‖
‖       110 |  96569 |               5163 |   2.975e-02 |           99.9997 ‖
‖       111 |  97593 |               5163 |   2.965e-02 |           99.9998 ‖
‖       112 |  98617 |               5163 |   2.963e-02 |           99.9997 ‖
‖       113 |  99641 |               5163 |   2.959e-02 |           99.9997 ‖
‖       114 | 100665 |               5163 |   2.950e-02 |           99.9998 ‖
‖       115 | 101689 |               5163 |   2.949e-02 |           99.9996 ‖
‖       116 | 102713 |               5163 |   2.947e-02 |           99.9997 ‖
‖       117 | 103737 |               5163 |   2.936e-02 |           99.9998 ‖
‖       118 | 104761 |               5163 |   2.934e-02 |           99.9998 ‖
‖       119 | 105785 |               5163 |   2.932e-02 |           99.9998 ‖
‖       120 | 106809 |               5163 |   2.921e-02 |           99.9997 ‖
‖       121 | 107833 |               5163 |   2.919e-02 |           99.9996 ‖
‖       122 | 108857 |               5163 |   2.914e-02 |           99.9997 ‖
‖       123 | 109881 |               5163 |   2.904e-02 |           99.9998 ‖
‖       124 | 110905 |               5163 |   2.901e-02 |           99.9997 ‖
‖       125 | 111929 |               5163 |   2.896e-02 |           99.9997 ‖
‖       126 | 112953 |               5163 |   2.885e-02 |           99.9998 ‖
‖       127 | 113977 |               5163 |   2.881e-02 |           99.9997 ‖
‖       128 | 115001 |               5163 |   2.877e-02 |           99.9997 ‖
‖       129 | 116025 |               5163 |   2.866e-02 |           99.9997 ‖
‖       130 | 117049 |               5163 |   2.863e-02 |           99.9998 ‖
‖       131 | 118073 |               5163 |   2.860e-02 |           99.9998 ‖
‖       132 | 119097 |               5163 |   2.849e-02 |           99.9996 ‖
‖       133 | 120112 |               5172 |   2.846e-02 |           99.9847 ‖
‖       134 | 121136 |               5172 |   2.843e-02 |           99.9847 ‖
‖       135 | 122160 |               5172 |   2.832e-02 |           99.9847 ‖
‖       136 | 123184 |               5172 |   2.829e-02 |           99.9847 ‖
‖       137 | 124208 |               5172 |   2.826e-02 |           99.9846 ‖
‖       138 | 125232 |               5172 |   2.815e-02 |           99.9847 ‖
‖       139 | 126256 |               5172 |   2.810e-02 |           99.9846 ‖
‖       140 | 127280 |               5172 |   2.805e-02 |           99.9847 ‖
‖       141 | 128304 |               5172 |   2.794e-02 |           99.9847 ‖
‖       142 | 129328 |               5172 |   2.790e-02 |           99.9846 ‖
‖       143 | 130352 |               5172 |   2.787e-02 |           99.9846 ‖
‖       144 | 131376 |               5172 |   2.776e-02 |           99.9846 ‖
‖       145 | 132395 |               5176 |   2.773e-02 |           99.9846 ‖
‖       146 | 133411 |               5184 |   2.770e-02 |           99.9847 ‖
‖       147 | 134382 |               5231 |   2.760e-02 |           99.9847 ‖
‖       148 | 135197 |               5426 |   2.757e-02 |           99.9845 ‖
‖       149 | 135710 |               5899 |   2.759e-02 |           99.9845 ‖
‖       150 | 136089 |               6475 |   2.756e-02 |           99.9846 ‖
‖       151 | 136618 |               6910 |   2.760e-02 |           99.9847 ‖
‖       152 | 137293 |               7213 |   2.761e-02 |           99.9847 ‖
‖       153 | 138102 |               7406 |   2.755e-02 |           99.9846 ‖
‖       154 | 138967 |               7548 |   2.754e-02 |           99.9846 ‖
‖       155 | 139910 |               7616 |   2.752e-02 |           99.9846 ‖
‖       156 | 140906 |               7639 |   2.744e-02 |           99.9846 ‖
‖       157 | 141923 |               7646 |   2.742e-02 |           99.9846 ‖
‖       158 | 142938 |               7653 |   2.740e-02 |           99.9846 ‖
‖       159 | 143960 |               7654 |   2.731e-02 |           99.9846 ‖
‖       160 | 144984 |               7654 |   2.729e-02 |           99.9846 ‖
‖       161 | 146008 |               7654 |   2.728e-02 |           99.9845 ‖
‖       162 | 147032 |               7654 |   2.719e-02 |           99.9846 ‖
‖       163 | 148056 |               7654 |   2.717e-02 |           99.9847 ‖
‖       164 | 149079 |               7655 |   2.716e-02 |           99.9847 ‖
‖       165 | 150095 |               7662 |   2.707e-02 |           99.9846 ‖
‖       166 | 151089 |               7690 |   2.704e-02 |           99.9845 ‖
‖       167 | 152049 |               7746 |   2.701e-02 |           99.9846 ‖
‖       168 | 152960 |               7845 |   2.693e-02 |           99.9847 ‖
‖       169 | 153809 |               8004 |   2.693e-02 |           99.9847 ‖
‖       170 | 154587 |               8214 |   2.693e-02 |           99.9847 ‖
‖       171 | 155295 |               8487 |   2.687e-02 |           99.9847 ‖
‖       172 | 155958 |               8814 |   2.689e-02 |           99.9846 ‖
‖       173 | 156636 |               9129 |   2.691e-02 |           99.9845 ‖
‖       174 | 157277 |               9477 |   2.685e-02 |           99.9846 ‖
‖       175 | 157853 |               9894 |   2.686e-02 |           99.9847 ‖
‖       176 | 158323 |              10369 |   2.687e-02 |           99.9847 ‖
‖       177 | 158854 |              10794 |   2.684e-02 |           99.9846 ‖
‖       178 | 159543 |              11087 |   2.685e-02 |           99.9846 ‖
‖       179 | 160397 |              11229 |   2.685e-02 |           99.9846 ‖
‖       180 | 161345 |              11297 |   2.677e-02 |           99.9846 ‖
‖       181 | 162320 |              11338 |   2.675e-02 |           99.9847 ‖
‖       182 | 163325 |              11355 |   2.673e-02 |           99.9846 ‖
‖       183 | 164337 |              11363 |   2.665e-02 |           99.9846 ‖
‖       184 | 165357 |              11367 |   2.662e-02 |           99.9845 ‖
‖       185 | 166381 |              11367 |   2.659e-02 |           99.9845 ‖
‖       186 | 167404 |              11368 |   2.650e-02 |           99.9847 ‖
‖       187 | 168392 |              11403 |   2.649e-02 |           99.9847 ‖
‖       188 | 169253 |              11551 |   2.649e-02 |           99.9845 ‖
‖       189 | 170070 |              11742 |   2.642e-02 |           99.9845 ‖
‖       190 | 170758 |              12049 |   2.643e-02 |           99.9846 ‖
‖       191 | 171365 |              12416 |   2.645e-02 |           99.9847 ‖
‖       192 | 171946 |              12803 |   2.640e-02 |           99.9846 ‖
‖       193 | 172714 |              13037 |   2.639e-02 |           99.9847 ‖
‖       194 | 173414 |              13332 |   2.637e-02 |           99.9846 ‖
‖       195 | 174044 |              13687 |   2.632e-02 |           99.9846 ‖
‖       196 | 174630 |              14083 |   2.634e-02 |           99.9846 ‖
‖       197 | 175170 |              14507 |   2.638e-02 |           99.9846 ‖
‖       198 | 175801 |              14855 |   2.632e-02 |           99.9846 ‖
‖       199 | 176572 |              15079 |   2.633e-02 |           99.9847 ‖
‖       200 | 177332 |              15322 |   2.635e-02 |           99.9846 ‖
‖       201 | 178095 |              15560 |   2.628e-02 |           99.9846 ‖
‖       202 | 178936 |              15726 |   2.625e-02 |           99.9846 ‖
‖       203 | 179805 |              15872 |   2.622e-02 |           99.9846 ‖
‖       204 | 180556 |              16123 |   2.616e-02 |           99.9846 ‖
‖       205 | 181186 |              16477 |   2.617e-02 |           99.9847 ‖
‖       206 | 181739 |              16887 |   2.620e-02 |           99.9846 ‖
‖       207 | 182267 |              17318 |   2.615e-02 |           99.9846 ‖
‖       208 | 183013 |              17561 |   2.616e-02 |           99.9845 ‖
‖       209 | 183696 |              17876 |   2.617e-02 |           99.9846 ‖
‖       210 | 184285 |              18290 |   2.612e-02 |           99.9846 ‖
‖       211 | 184943 |              18617 |   2.610e-02 |           99.9847 ‖
‖       212 | 185579 |              18967 |   2.609e-02 |           99.9847 ‖
‖       213 | 186073 |              19439 |   2.605e-02 |           99.9846 ‖
‖       214 | 186705 |              19795 |   2.607e-02 |           99.9845 ‖
‖       215 | 187281 |              20184 |   2.610e-02 |           99.9847 ‖
‖       216 | 187597 |              20829 |   2.607e-02 |           99.9847 ‖
‖       217 | 188106 |              21284 |   2.610e-02 |           99.9847 ‖
‖       218 | 188606 |              21751 |   2.613e-02 |           99.9846 ‖
‖       219 | 188805 |              22491 |   2.612e-02 |           99.9846 ‖
‖       220 | 189243 |              22980 |   2.612e-02 |           99.9846 ‖
‖       221 | 189761 |              23430 |   2.611e-02 |           99.9846 ‖
‖       222 | 190193 |              23948 |   2.612e-02 |           99.9847 ‖
‖       223 | 190718 |              24377 |   2.616e-02 |           99.9846 ‖
‖       224 | 191128 |              24921 |   2.617e-02 |           99.9846 ‖
‖       225 | 191627 |              25362 |   2.621e-02 |           99.9847 ‖
‖       226 | 192188 |              25768 |   2.624e-02 |           99.9846 ‖
‖       227 | 192759 |              26174 |   2.624e-02 |           99.9846 ‖
‖       228 | 193377 |              26515 |   2.623e-02 |           99.9846 ‖
‖       229 | 194115 |              26764 |   2.625e-02 |           99.9847 ‖
‖       230 | 194928 |              26947 |   2.626e-02 |           99.9846 ‖
‖       231 | 195688 |              27184 |   2.627e-02 |           99.9846 ‖
‖       232 | 196461 |              27396 |   2.629e-02 |           99.9846 ‖
‖       233 | 197267 |              27590 |   2.629e-02 |           99.9846 ‖
‖       234 | 198087 |              27765 |   2.628e-02 |           99.9846 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.093 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7637.vnnlib: unknown
--- Verification time: 20.1112 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1018/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5767.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5767.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5767.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.501e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5767.vnnlib: sat
--- Verification time: 0.0145 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1019/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_332.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_332.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_332.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.175e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_332.vnnlib: sat
--- Verification time: 0.0144 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1020/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2520.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2520.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2520.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.127e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2520.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1021/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1461.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1461.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1461.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.458e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.335e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.151e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.090e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   4.997e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   4.919e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   4.769e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   4.670e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   4.578e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   4.485e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   4.395e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   4.306e-02 |           99.9998 ‖
‖        13 |   3072 |                  0 |   4.249e-02 |           99.9948 ‖
‖        14 |   4096 |                  0 |   4.209e-02 |           99.9948 ‖
‖        15 |   5120 |                  0 |   4.177e-02 |           99.9948 ‖
‖        16 |   6113 |                 31 |   4.141e-02 |           99.2990 ‖
‖        17 |   7137 |                 31 |   4.112e-02 |           99.2990 ‖
‖        18 |   8161 |                 31 |   4.086e-02 |           99.2994 ‖
‖        19 |   9185 |                 31 |   4.062e-02 |           99.3000 ‖
‖        20 |  10209 |                 31 |   4.038e-02 |           99.3002 ‖
‖        21 |  11233 |                 31 |   4.012e-02 |           99.2996 ‖
‖        22 |  12257 |                 31 |   3.989e-02 |           99.2997 ‖
‖        23 |  13281 |                 31 |   3.967e-02 |           99.3007 ‖
‖        24 |  14305 |                 31 |   3.940e-02 |           99.3008 ‖
‖        25 |  15167 |                188 |   3.913e-02 |           98.1615 ‖
‖        26 |  16141 |                230 |   3.888e-02 |           97.9014 ‖
‖        27 |  17162 |                232 |   3.860e-02 |           97.8954 ‖
‖        28 |  18182 |                236 |   3.837e-02 |           97.8520 ‖
‖        29 |  19202 |                240 |   3.814e-02 |           97.8487 ‖
‖        30 |  20199 |                267 |   3.787e-02 |           97.8490 ‖
‖        31 |  21169 |                317 |   3.779e-02 |           97.8491 ‖
‖        32 |  22079 |                423 |   3.776e-02 |           97.8488 ‖
‖        33 |  23075 |                442 |   3.768e-02 |           97.8488 ‖
‖        34 |  24096 |                444 |   3.767e-02 |           97.8391 ‖
‖        35 |  25115 |                448 |   3.763e-02 |           97.8326 ‖
‖        36 |  26137 |                450 |   3.751e-02 |           97.8326 ‖
‖        37 |  27161 |                450 |   3.746e-02 |           97.8330 ‖
‖        38 |  28178 |                456 |   3.738e-02 |           97.8340 ‖
‖        39 |  29196 |                461 |   3.724e-02 |           97.8346 ‖
‖        40 |  30197 |                484 |   3.716e-02 |           97.8343 ‖
‖        41 |  31152 |                552 |   3.708e-02 |           97.8340 ‖
‖        42 |  32025 |                698 |   3.695e-02 |           97.8337 ‖
‖        43 |  32905 |                834 |   3.692e-02 |           97.8343 ‖
‖        44 |  33834 |                928 |   3.688e-02 |           97.8350 ‖
‖        45 |  34784 |               1000 |   3.676e-02 |           97.8354 ‖
‖        46 |  35768 |               1040 |   3.672e-02 |           97.8353 ‖
‖        47 |  36762 |               1069 |   3.668e-02 |           97.8353 ‖
‖        48 |  37770 |               1084 |   3.654e-02 |           97.8349 ‖
‖        49 |  38762 |               1115 |   3.647e-02 |           97.8352 ‖
‖        50 |  39737 |               1163 |   3.641e-02 |           97.8353 ‖
‖        51 |  40690 |               1228 |   3.627e-02 |           97.7537 ‖
‖        52 |  41403 |               1531 |   3.618e-02 |           96.6712 ‖
‖        53 |  42253 |               1675 |   3.609e-02 |           96.3445 ‖
‖        54 |  43210 |               1739 |   3.598e-02 |           96.1505 ‖
‖        55 |  44138 |               1834 |   3.592e-02 |           95.7749 ‖
‖        56 |  45059 |               1927 |   3.583e-02 |           95.6808 ‖
‖        57 |  46030 |               1977 |   3.571e-02 |           95.6712 ‖
‖        58 |  46962 |               2065 |   3.564e-02 |           95.6711 ‖
‖        59 |  47902 |               2136 |   3.560e-02 |           95.6711 ‖
‖        60 |  48832 |               2224 |   3.554e-02 |           95.5972 ‖
‖        61 |  49810 |               2267 |   3.550e-02 |           95.5180 ‖
‖        62 |  50800 |               2297 |   3.541e-02 |           95.4686 ‖
‖        63 |  51746 |               2368 |   3.532e-02 |           95.4200 ‖
‖        64 |  52695 |               2438 |   3.528e-02 |           95.4047 ‖
‖        65 |  53603 |               2547 |   3.519e-02 |           95.4050 ‖
‖        66 |  54419 |               2730 |   3.508e-02 |           95.4050 ‖
‖        67 |  55169 |               2973 |   3.498e-02 |           95.4050 ‖
‖        68 |  55906 |               3239 |   3.495e-02 |           95.4050 ‖
‖        69 |  56548 |               3594 |   3.495e-02 |           95.4058 ‖
‖        70 |  57242 |               3896 |   3.496e-02 |           95.4055 ‖
‖        71 |  57865 |               4260 |   3.494e-02 |           95.4055 ‖
‖        72 |  58549 |               4558 |   3.495e-02 |           95.4049 ‖
‖        73 |  59265 |               4834 |   3.497e-02 |           95.4050 ‖
‖        74 |  60024 |               5063 |   3.498e-02 |           95.4055 ‖
‖        75 |  60911 |               5184 |   3.497e-02 |           95.4055 ‖
‖        76 |  61871 |               5237 |   3.495e-02 |           95.4051 ‖
‖        77 |  62843 |               5286 |   3.492e-02 |           95.4046 ‖
‖        78 |  63788 |               5363 |   3.491e-02 |           95.3760 ‖
‖        79 |  64588 |               5577 |   3.491e-02 |           95.3434 ‖
‖        80 |  65275 |               5891 |   3.489e-02 |           95.3422 ‖
‖        81 |  66000 |               6160 |   3.491e-02 |           95.3293 ‖
‖        82 |  66832 |               6336 |   3.493e-02 |           95.3274 ‖
‖        83 |  67830 |               6357 |   3.489e-02 |           95.3272 ‖
‖        84 |  68827 |               6379 |   3.486e-02 |           95.3284 ‖
‖        85 |  69783 |               6441 |   3.483e-02 |           95.3288 ‖
‖        86 |  70695 |               6550 |   3.479e-02 |           95.3291 ‖
‖        87 |  71624 |               6633 |   3.480e-02 |           95.3271 ‖
‖        88 |  72541 |               6729 |   3.480e-02 |           95.3272 ‖
‖        89 |  73423 |               6866 |   3.476e-02 |           95.3265 ‖
‖        90 |  74304 |               7000 |   3.476e-02 |           95.3253 ‖
‖        91 |  75246 |               7079 |   3.475e-02 |           95.3249 ‖
‖        92 |  76198 |               7149 |   3.471e-02 |           95.3249 ‖
‖        93 |  77163 |               7204 |   3.466e-02 |           95.3247 ‖
‖        94 |  78116 |               7272 |   3.462e-02 |           95.3244 ‖
‖        95 |  78998 |               7407 |   3.458e-02 |           95.3241 ‖
‖        96 |  79819 |               7595 |   3.456e-02 |           95.3242 ‖
‖        97 |  80650 |               7768 |   3.456e-02 |           95.3244 ‖
‖        98 |  81511 |               7921 |   3.454e-02 |           95.3245 ‖
‖        99 |  82395 |               8051 |   3.452e-02 |           95.3246 ‖
‖       100 |  83387 |               8081 |   3.452e-02 |           95.3247 ‖
‖       101 |  84335 |               8150 |   3.449e-02 |           95.3252 ‖
‖       102 |  85217 |               8280 |   3.444e-02 |           95.3256 ‖
‖       103 |  86025 |               8484 |   3.441e-02 |           95.3261 ‖
‖       104 |  86883 |               8641 |   3.440e-02 |           95.3260 ‖
‖       105 |  87836 |               8709 |   3.441e-02 |           95.3262 ‖
‖       106 |  88670 |               8890 |   3.440e-02 |           95.3263 ‖
‖       107 |  89637 |               8937 |   3.440e-02 |           95.3202 ‖
‖       108 |  90628 |               8967 |   3.439e-02 |           95.3203 ‖
‖       109 |  91557 |               9051 |   3.435e-02 |           95.3203 ‖
‖       110 |  92457 |               9165 |   3.431e-02 |           95.3203 ‖
‖       111 |  93317 |               9321 |   3.427e-02 |           95.3203 ‖
‖       112 |  94189 |               9464 |   3.424e-02 |           95.3203 ‖
‖       113 |  95136 |               9533 |   3.425e-02 |           95.3202 ‖
‖       114 |  96143 |               9549 |   3.425e-02 |           95.3203 ‖
‖       115 |  97108 |               9603 |   3.422e-02 |           95.3202 ‖
‖       116 |  98091 |               9640 |   3.421e-02 |           95.3203 ‖
‖       117 |  99058 |               9695 |   3.420e-02 |           95.3202 ‖
‖       118 |  99997 |               9771 |   3.416e-02 |           95.3202 ‖
‖       119 | 100906 |               9880 |   3.411e-02 |           95.3201 ‖
‖       120 | 101811 |               9986 |   3.408e-02 |           95.3202 ‖
‖       121 | 102765 |              10052 |   3.404e-02 |           95.3202 ‖
‖       122 | 103722 |              10117 |   3.403e-02 |           95.3202 ‖
‖       123 | 104703 |              10159 |   3.402e-02 |           95.3201 ‖
‖       124 | 105676 |              10201 |   3.399e-02 |           95.3201 ‖
‖       125 | 106580 |              10318 |   3.396e-02 |           95.3201 ‖
‖       126 | 107429 |              10479 |   3.396e-02 |           95.3201 ‖
‖       127 | 108266 |              10646 |   3.395e-02 |           95.3114 ‖
‖       128 | 109163 |              10762 |   3.392e-02 |           95.3113 ‖
‖       129 | 110151 |              10789 |   3.389e-02 |           95.3113 ‖
‖       130 | 110914 |              11043 |   3.386e-02 |           94.9473 ‖
‖       131 | 111457 |              11479 |   3.383e-02 |           94.3500 ‖
‖       132 | 112329 |              11615 |   3.379e-02 |           94.2772 ‖
‖       133 | 112983 |              11968 |   3.377e-02 |           93.8186 ‖
‖       134 | 113814 |              12149 |   3.372e-02 |           93.8186 ‖
‖       135 | 114532 |              12433 |   3.370e-02 |           93.5951 ‖
‖       136 | 115297 |              12667 |   3.367e-02 |           93.5134 ‖
‖       137 | 116208 |              12763 |   3.363e-02 |           93.5133 ‖
‖       138 | 117055 |              12932 |   3.361e-02 |           93.2801 ‖
‖       139 | 117789 |              13219 |   3.359e-02 |           92.8522 ‖
‖       140 | 118649 |              13359 |   3.355e-02 |           92.7837 ‖
‖       141 | 119449 |              13573 |   3.353e-02 |           92.5404 ‖
‖       142 | 120330 |              13708 |   3.349e-02 |           92.5404 ‖
‖       143 | 121085 |              13945 |   3.346e-02 |           92.5403 ‖
‖       144 | 121895 |              14141 |   3.343e-02 |           92.4806 ‖
‖       145 | 122743 |              14303 |   3.339e-02 |           92.4807 ‖
‖       146 | 123524 |              14526 |   3.336e-02 |           92.4807 ‖
‖       147 | 124335 |              14719 |   3.333e-02 |           92.4806 ‖
‖       148 | 125207 |              14855 |   3.331e-02 |           92.4806 ‖
‖       149 | 126031 |              15033 |   3.330e-02 |           92.4806 ‖
‖       150 | 126797 |              15270 |   3.328e-02 |           92.4806 ‖
‖       151 | 127657 |              15408 |   3.329e-02 |           92.4807 ‖
‖       152 | 128528 |              15548 |   3.330e-02 |           92.3877 ‖
‖       153 | 129325 |              15766 |   3.330e-02 |           92.2731 ‖
‖       154 | 130229 |              15870 |   3.330e-02 |           92.2731 ‖
‖       155 | 131129 |              15984 |   3.331e-02 |           92.1445 ‖
‖       156 | 132036 |              16098 |   3.332e-02 |           91.9544 ‖
‖       157 | 132986 |              16168 |   3.331e-02 |           91.9299 ‖
‖       158 | 133946 |              16228 |   3.331e-02 |           91.8548 ‖
‖       159 | 134861 |              16333 |   3.329e-02 |           91.8287 ‖
‖       160 | 135755 |              16459 |   3.326e-02 |           91.8286 ‖
‖       161 | 136580 |              16653 |   3.325e-02 |           91.6913 ‖
‖       162 | 137366 |              16879 |   3.323e-02 |           91.6814 ‖
‖       163 | 138095 |              17154 |   3.320e-02 |           91.6813 ‖
‖       164 | 138818 |              17429 |   3.320e-02 |           91.5407 ‖
‖       165 | 139535 |              17716 |   3.320e-02 |           91.4621 ‖
‖       166 | 140119 |              18122 |   3.318e-02 |           91.4605 ‖
‖       167 | 140775 |              18451 |   3.317e-02 |           91.4456 ‖
‖       168 | 141438 |              18777 |   3.314e-02 |           91.4456 ‖
‖       169 | 142041 |              19157 |   3.312e-02 |           91.4455 ‖
‖       170 | 142500 |              19670 |   3.310e-02 |           91.4456 ‖
‖       171 | 143009 |              20130 |   3.308e-02 |           91.4455 ‖
‖       172 | 143466 |              20665 |   3.305e-02 |           91.4455 ‖
‖       173 | 143913 |              21175 |   3.303e-02 |           91.4456 ‖
‖       174 | 144423 |              21626 |   3.302e-02 |           91.4455 ‖
‖       175 | 145108 |              21925 |   3.301e-02 |           91.4455 ‖
‖       176 | 145777 |              22245 |   3.300e-02 |           91.4455 ‖
‖       177 | 146399 |              22601 |   3.301e-02 |           91.4456 ‖
‖       178 | 146960 |              23035 |   3.302e-02 |           91.4456 ‖
‖       179 | 147647 |              23335 |   3.303e-02 |           91.4455 ‖
‖       180 | 148485 |              23497 |   3.305e-02 |           91.4455 ‖
‖       181 | 149338 |              23646 |   3.306e-02 |           91.4455 ‖
‖       182 | 150206 |              23790 |   3.306e-02 |           91.4455 ‖
‖       183 | 150946 |              24055 |   3.305e-02 |           91.4455 ‖
‖       184 | 151794 |              24192 |   3.306e-02 |           91.4454 ‖
‖       185 | 152451 |              24538 |   3.306e-02 |           91.4454 ‖
‖       186 | 153105 |              24866 |   3.306e-02 |           91.4453 ‖
‖       187 | 153782 |              25186 |   3.307e-02 |           91.4452 ‖
‖       188 | 154413 |              25540 |   3.308e-02 |           91.4452 ‖
‖       189 | 155051 |              25896 |   3.308e-02 |           91.4451 ‖
‖       190 | 155773 |              26167 |   3.308e-02 |           91.4451 ‖
‖       191 | 156663 |              26288 |   3.308e-02 |           91.4451 ‖
‖       192 | 157582 |              26381 |   3.308e-02 |           91.4450 ‖
‖       193 | 158483 |              26498 |   3.307e-02 |           91.4448 ‖
‖       194 | 159372 |              26618 |   3.306e-02 |           91.4448 ‖
‖       195 | 160140 |              26852 |   3.305e-02 |           91.4447 ‖
‖       196 | 160909 |              27089 |   3.305e-02 |           91.4447 ‖
‖       197 | 161683 |              27323 |   3.304e-02 |           91.4446 ‖
‖       198 | 162541 |              27478 |   3.304e-02 |           91.4444 ‖
‖       199 | 163475 |              27559 |   3.304e-02 |           91.4445 ‖
‖       200 | 164396 |              27657 |   3.305e-02 |           91.3631 ‖
‖       201 | 165272 |              27797 |   3.305e-02 |           91.3340 ‖
‖       202 | 166141 |              27946 |   3.305e-02 |           91.3150 ‖
‖       203 | 167075 |              28024 |   3.306e-02 |           91.2690 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.056 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1461.vnnlib: unknown
--- Verification time: 20.0695 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1022/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5994.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5994.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5994.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.211e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5994.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1023/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3420.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3420.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3420.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.086e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   2.749e-02 |            2.1484 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.042 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3420.vnnlib: unsat
--- Verification time: 0.0523 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1024/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1882.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1882.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1882.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.823e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1882.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1025/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1750.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1750.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1750.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.725e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1750.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1026/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1933.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1933.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1933.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.849e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.580e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   3.426e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.298e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.171e-02 |          100.0000 ‖
‖         5 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.072 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1933.vnnlib: sat
--- Verification time: 0.0825 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1027/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_563.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_563.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_563.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.464e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.135e-02 |           62.6821 ‖
‖         3 |      2 |                  2 |   2.907e-02 |           27.0441 ‖
‖         4 |      2 |                  4 |   2.999e-02 |           25.0000 ‖
‖         5 |      3 |                  5 |   2.897e-02 |           18.7500 ‖
‖         6 |      4 |                  7 |   2.784e-02 |           12.2302 ‖
‖         7 |      5 |                 10 |   2.709e-02 |            7.3832 ‖
‖         8 |      7 |                 13 |   2.576e-02 |            4.5575 ‖
‖         9 |      7 |                 19 |   2.497e-02 |            2.2732 ‖
‖        10 |      7 |                 25 |   2.431e-02 |            1.1073 ‖
‖        11 |      7 |                 31 |   2.072e-02 |            0.3380 ‖
‖        12 |      4 |                 39 |   2.271e-02 |            0.1125 ‖
‖        13 |      2 |                 44 |   2.275e-02 |            0.0194 ‖
‖        14 |      1 |                 47 |   2.142e-02 |            0.0008 ‖
‖        15 |      0 |                 49 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.314 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_563.vnnlib: unsat
--- Verification time: 0.3246 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1028/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7048.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7048.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7048.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.340e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.226e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   5.115e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   4.954e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   4.821e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   4.760e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   4.639e-02 |           99.9999 ‖
‖         8 |    128 |                  0 |   4.514e-02 |           99.9999 ‖
‖         9 |    256 |                  0 |   4.389e-02 |           99.9999 ‖
‖        10 |    512 |                  0 |   4.262e-02 |          100.0001 ‖
‖        11 |   1024 |                  0 |   4.136e-02 |           99.9999 ‖
‖        12 |   2048 |                  0 |   4.000e-02 |          100.0004 ‖
‖        13 |   3072 |                  0 |   3.910e-02 |          100.0006 ‖
‖        14 |   4096 |                  0 |   3.854e-02 |          100.0003 ‖
‖        15 |   5120 |                  0 |   3.809e-02 |           99.9991 ‖
‖        16 |   6143 |                  1 |   3.764e-02 |           99.9752 ‖
‖        17 |   7167 |                  1 |   3.727e-02 |           99.9578 ‖
‖        18 |   8188 |                  4 |   3.698e-02 |           99.9513 ‖
‖        19 |   9210 |                  6 |   3.673e-02 |           99.9471 ‖
‖        20 |  10232 |                  8 |   3.653e-02 |           99.9437 ‖
‖        21 |  11250 |                 14 |   3.636e-02 |           99.9412 ‖
‖        22 |  12270 |                 18 |   3.620e-02 |           99.9401 ‖
‖        23 |  13289 |                 23 |   3.604e-02 |           99.9396 ‖
‖        24 |  14311 |                 25 |   3.591e-02 |           99.9395 ‖
‖        25 |  15328 |                 32 |   3.581e-02 |           99.8800 ‖
‖        26 |  16339 |                 45 |   3.570e-02 |           99.7970 ‖
‖        27 |  17357 |                 51 |   3.556e-02 |           99.7563 ‖
‖        28 |  18368 |                 64 |   3.540e-02 |           99.6932 ‖
‖        29 |  19377 |                 79 |   3.524e-02 |           99.5679 ‖
‖        30 |  20395 |                 85 |   3.508e-02 |           99.5288 ‖
‖        31 |  21394 |                109 |   3.490e-02 |           99.4918 ‖
‖        32 |  22401 |                126 |   3.474e-02 |           99.4420 ‖
‖        33 |  23386 |                163 |   3.458e-02 |           99.4326 ‖
‖        34 |  24351 |                217 |   3.441e-02 |           99.4039 ‖
‖        35 |  25362 |                229 |   3.425e-02 |           99.4039 ‖
‖        36 |  26378 |                237 |   3.408e-02 |           99.3913 ‖
‖        37 |  27383 |                255 |   3.391e-02 |           99.3590 ‖
‖        38 |  28396 |                266 |   3.376e-02 |           99.3540 ‖
‖        39 |  29391 |                294 |   3.360e-02 |           99.3472 ‖
‖        40 |  30370 |                336 |   3.343e-02 |           99.3393 ‖
‖        41 |  31365 |                364 |   3.327e-02 |           99.3338 ‖
‖        42 |  32351 |                400 |   3.311e-02 |           99.3289 ‖
‖        43 |  33323 |                451 |   3.297e-02 |           99.3236 ‖
‖        44 |  34270 |                514 |   3.286e-02 |           99.3150 ‖
‖        45 |  35201 |                593 |   3.279e-02 |           99.2992 ‖
‖        46 |  36178 |                636 |   3.275e-02 |           99.2976 ‖
‖        47 |  37151 |                685 |   3.270e-02 |           99.2968 ‖
‖        48 |  38106 |                751 |   3.264e-02 |           99.2961 ‖
‖        49 |  38985 |                882 |   3.258e-02 |           99.2952 ‖
‖        50 |  39753 |               1126 |   3.252e-02 |           99.2951 ‖
‖        51 |  40722 |               1171 |   3.249e-02 |           99.2682 ‖
‖        52 |  41687 |               1228 |   3.248e-02 |           99.1292 ‖
‖        53 |  42673 |               1264 |   3.246e-02 |           99.0925 ‖
‖        54 |  43616 |               1339 |   3.242e-02 |           99.0745 ‖
‖        55 |  44581 |               1395 |   3.239e-02 |           99.0503 ‖
‖        56 |  45512 |               1486 |   3.235e-02 |           98.9897 ‖
‖        57 |  46408 |               1610 |   3.230e-02 |           98.9657 ‖
‖        58 |  47333 |               1706 |   3.226e-02 |           98.9264 ‖
‖        59 |  48243 |               1819 |   3.221e-02 |           98.8896 ‖
‖        60 |  49086 |               1993 |   3.215e-02 |           98.8354 ‖
‖        61 |  49894 |               2201 |   3.210e-02 |           98.8039 ‖
‖        62 |  50747 |               2364 |   3.205e-02 |           98.7326 ‖
‖        63 |  51610 |               2521 |   3.199e-02 |           98.7251 ‖
‖        64 |  52484 |               2666 |   3.195e-02 |           98.5539 ‖
‖        65 |  53341 |               2822 |   3.191e-02 |           98.4572 ‖
‖        66 |  54183 |               2993 |   3.184e-02 |           98.4515 ‖
‖        67 |  54941 |               3252 |   3.180e-02 |           98.3482 ‖
‖        68 |  55699 |               3500 |   3.178e-02 |           98.3126 ‖
‖        69 |  56432 |               3765 |   3.173e-02 |           98.2791 ‖
‖        70 |  57217 |               3985 |   3.170e-02 |           98.2557 ‖
‖        71 |  58075 |               4141 |   3.167e-02 |           98.1774 ‖
‖        72 |  58926 |               4294 |   3.162e-02 |           98.1488 ‖
‖        73 |  59840 |               4398 |   3.159e-02 |           98.0557 ‖
‖        74 |  60755 |               4501 |   3.156e-02 |           97.9937 ‖
‖        75 |  61650 |               4622 |   3.149e-02 |           97.9816 ‖
‖        76 |  62544 |               4749 |   3.147e-02 |           97.9452 ‖
‖        77 |  63419 |               4887 |   3.143e-02 |           97.9403 ‖
‖        78 |  64189 |               5133 |   3.136e-02 |           97.8909 ‖
‖        79 |  64888 |               5440 |   3.133e-02 |           97.8483 ‖
‖        80 |  65578 |               5730 |   3.131e-02 |           97.8364 ‖
‖        81 |  66327 |               5982 |   3.125e-02 |           97.8365 ‖
‖        82 |  67160 |               6145 |   3.124e-02 |           97.8347 ‖
‖        83 |  68010 |               6307 |   3.120e-02 |           97.8235 ‖
‖        84 |  68815 |               6513 |   3.113e-02 |           97.8025 ‖
‖        85 |  69683 |               6660 |   3.110e-02 |           97.7699 ‖
‖        86 |  70515 |               6842 |   3.107e-02 |           97.7502 ‖
‖        87 |  71236 |               7125 |   3.100e-02 |           97.6854 ‖
‖        88 |  72003 |               7371 |   3.096e-02 |           97.5809 ‖
‖        89 |  72800 |               7581 |   3.093e-02 |           97.5342 ‖
‖        90 |  73590 |               7804 |   3.085e-02 |           97.5069 ‖
‖        91 |  74447 |               7956 |   3.083e-02 |           97.4790 ‖
‖        92 |  75312 |               8104 |   3.080e-02 |           97.4661 ‖
‖        93 |  76097 |               8331 |   3.072e-02 |           97.4625 ‖
‖        94 |  76917 |               8519 |   3.069e-02 |           97.4464 ‖
‖        95 |  77701 |               8746 |   3.067e-02 |           97.4443 ‖
‖        96 |  78369 |               9082 |   3.060e-02 |           97.4377 ‖
‖        97 |  79121 |               9339 |   3.058e-02 |           97.4309 ‖
‖        98 |  79860 |               9594 |   3.056e-02 |           97.4303 ‖
‖        99 |  80566 |               9890 |   3.050e-02 |           97.4230 ‖
‖       100 |  81314 |              10146 |   3.050e-02 |           97.4173 ‖
‖       101 |  82047 |              10416 |   3.049e-02 |           97.4118 ‖
‖       102 |  82749 |              10719 |   3.044e-02 |           97.3964 ‖
‖       103 |  83609 |              10860 |   3.043e-02 |           97.3886 ‖
‖       104 |  84488 |              11000 |   3.044e-02 |           97.3783 ‖
‖       105 |  85367 |              11139 |   3.040e-02 |           97.3578 ‖
‖       106 |  86225 |              11293 |   3.038e-02 |           97.3253 ‖
‖       107 |  87091 |              11440 |   3.039e-02 |           97.3092 ‖
‖       108 |  87839 |              11706 |   3.034e-02 |           97.3019 ‖
‖       109 |  88716 |              11839 |   3.033e-02 |           97.2887 ‖
‖       110 |  89544 |              12024 |   3.034e-02 |           97.2399 ‖
‖       111 |  90366 |              12212 |   3.030e-02 |           97.2274 ‖
‖       112 |  91158 |              12426 |   3.029e-02 |           97.2078 ‖
‖       113 |  91830 |              12754 |   3.028e-02 |           97.1904 ‖
‖       114 |  92504 |              13081 |   3.028e-02 |           97.1892 ‖
‖       115 |  93240 |              13359 |   3.028e-02 |           97.1796 ‖
‖       116 |  93818 |              13788 |   3.028e-02 |           97.1712 ‖
‖       117 |  94575 |              14034 |   3.028e-02 |           97.1644 ‖
‖       118 |  95439 |              14176 |   3.029e-02 |           97.1593 ‖
‖       119 |  96336 |              14298 |   3.029e-02 |           97.1154 ‖
‖       120 |  97267 |              14387 |   3.028e-02 |           97.1117 ‖
‖       121 |  98097 |              14572 |   3.027e-02 |           97.1059 ‖
‖       122 |  98866 |              14813 |   3.027e-02 |           97.0941 ‖
‖       123 |  99701 |              14988 |   3.026e-02 |           97.0844 ‖
‖       124 | 100434 |              15264 |   3.026e-02 |           97.0635 ‖
‖       125 | 100856 |              15845 |   3.024e-02 |           97.0606 ‖
‖       126 | 101471 |              16202 |   3.024e-02 |           97.0598 ‖
‖       127 | 102262 |              16420 |   3.023e-02 |           96.9962 ‖
‖       128 | 103143 |              16557 |   3.022e-02 |           96.9952 ‖
‖       129 | 103959 |              16759 |   3.021e-02 |           96.9929 ‖
‖       130 | 104692 |              17047 |   3.019e-02 |           96.7819 ‖
‖       131 | 105420 |              17334 |   3.018e-02 |           96.4769 ‖
‖       132 | 106200 |              17571 |   3.017e-02 |           96.4140 ‖
‖       133 | 106966 |              17814 |   3.016e-02 |           96.3651 ‖
‖       134 | 107728 |              18069 |   3.015e-02 |           96.2616 ‖
‖       135 | 108438 |              18366 |   3.015e-02 |           96.2353 ‖
‖       136 | 109145 |              18667 |   3.013e-02 |           96.1888 ‖
‖       137 | 109944 |              18881 |   3.013e-02 |           96.1648 ‖
‖       138 | 110802 |              19040 |   3.012e-02 |           96.1564 ‖
‖       139 | 111541 |              19311 |   3.011e-02 |           96.1280 ‖
‖       140 | 112380 |              19484 |   3.010e-02 |           96.0643 ‖
‖       141 | 113225 |              19653 |   3.009e-02 |           96.0481 ‖
‖       142 | 114000 |              19880 |   3.007e-02 |           96.0230 ‖
‖       143 | 114855 |              20043 |   3.005e-02 |           95.9824 ‖
‖       144 | 115592 |              20321 |   3.004e-02 |           95.9668 ‖
‖       145 | 116305 |              20613 |   3.002e-02 |           95.9387 ‖
‖       146 | 117193 |              20741 |   3.001e-02 |           95.9356 ‖
‖       147 | 117973 |              20973 |   2.999e-02 |           95.9347 ‖
‖       148 | 118793 |              21162 |   2.999e-02 |           95.9178 ‖
‖       149 | 119607 |              21355 |   2.999e-02 |           95.8959 ‖
‖       150 | 120214 |              21742 |   2.997e-02 |           95.8940 ‖
‖       151 | 120967 |              22002 |   2.997e-02 |           95.8750 ‖
‖       152 | 121731 |              22245 |   2.997e-02 |           95.8604 ‖
‖       153 | 122193 |              22771 |   2.995e-02 |           95.8113 ‖
‖       154 | 122988 |              22990 |   2.994e-02 |           95.8056 ‖
‖       155 | 123687 |              23300 |   2.993e-02 |           95.8053 ‖
‖       156 | 124204 |              23775 |   2.991e-02 |           95.7550 ‖
‖       157 | 124851 |              24133 |   2.991e-02 |           95.7094 ‖
‖       158 | 125431 |              24517 |   2.989e-02 |           95.7029 ‖
‖       159 | 126166 |              24785 |   2.989e-02 |           95.6852 ‖
‖       160 | 126965 |              24979 |   2.989e-02 |           95.6467 ‖
‖       161 | 127710 |              25230 |   2.988e-02 |           95.6326 ‖
‖       162 | 128570 |              25378 |   2.987e-02 |           95.6314 ‖
‖       163 | 129438 |              25528 |   2.984e-02 |           95.6306 ‖
‖       164 | 130277 |              25689 |   2.983e-02 |           95.6125 ‖
‖       165 | 131146 |              25834 |   2.983e-02 |           95.5493 ‖
‖       166 | 131871 |              26114 |   2.980e-02 |           95.5224 ‖
‖       167 | 132673 |              26319 |   2.979e-02 |           95.4519 ‖
‖       168 | 133443 |              26563 |   2.978e-02 |           95.3586 ‖
‖       169 | 133998 |              26993 |   2.976e-02 |           95.3479 ‖
‖       170 | 134698 |              27293 |   2.975e-02 |           95.3478 ‖
‖       171 | 135392 |              27600 |   2.974e-02 |           95.3478 ‖
‖       172 | 135974 |              28008 |   2.973e-02 |           95.3300 ‖
‖       173 | 136669 |              28314 |   2.973e-02 |           95.2634 ‖
‖       174 | 137266 |              28711 |   2.971e-02 |           95.2051 ‖
‖       175 | 138035 |              28946 |   2.971e-02 |           95.1472 ‖
‖       176 | 138611 |              29367 |   2.970e-02 |           95.0996 ‖
‖       177 | 139217 |              29738 |   2.969e-02 |           95.0431 ‖
‖       178 | 139975 |              29982 |   2.968e-02 |           95.0354 ‖
‖       179 | 140583 |              30364 |   2.967e-02 |           94.9964 ‖
‖       180 | 141369 |              30591 |   2.966e-02 |           94.9763 ‖
‖       181 | 142153 |              30813 |   2.965e-02 |           94.9555 ‖
‖       182 | 143005 |              30968 |   2.964e-02 |           94.9177 ‖
‖       183 | 143916 |              31065 |   2.963e-02 |           94.8543 ‖
‖       184 | 144782 |              31206 |   2.961e-02 |           94.8373 ‖
‖       185 | 145729 |              31264 |   2.959e-02 |           94.8370 ‖
‖       186 | 146689 |              31324 |   2.957e-02 |           94.8369 ‖
‖       187 | 147617 |              31416 |   2.955e-02 |           94.8186 ‖
‖       188 | 148530 |              31527 |   2.954e-02 |           94.6924 ‖
‖       189 | 149445 |              31630 |   2.952e-02 |           94.6611 ‖
‖       190 | 150304 |              31773 |   2.950e-02 |           94.6024 ‖
‖       191 | 151246 |              31854 |   2.949e-02 |           94.5572 ‖
‖       192 | 152115 |              32002 |   2.947e-02 |           94.5549 ‖
‖       193 | 153012 |              32118 |   2.945e-02 |           94.5173 ‖
‖       194 | 153941 |              32205 |   2.942e-02 |           94.5173 ‖
‖       195 | 154768 |              32390 |   2.940e-02 |           94.4996 ‖
‖       196 | 155699 |              32480 |   2.939e-02 |           94.4402 ‖
‖       197 | 156596 |              32594 |   2.938e-02 |           94.4140 ‖
‖       198 | 157400 |              32799 |   2.935e-02 |           94.3960 ‖
‖       199 | 158268 |              32945 |   2.935e-02 |           94.3690 ‖
‖       200 | 159106 |              33116 |   2.933e-02 |           94.3665 ‖
‖       201 | 159721 |              33505 |   2.931e-02 |           94.3044 ‖
‖       202 | 160340 |              33855 |   2.929e-02 |           94.2758 ‖
‖       203 | 160983 |              34221 |   2.927e-02 |           94.2674 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.101 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7048.vnnlib: unknown
--- Verification time: 20.1154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1029/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_813.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_813.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_813.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.116e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_813.vnnlib: sat
--- Verification time: 0.0162 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1030/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_571.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_571.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_571.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.101e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_571.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1031/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_802.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_802.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_802.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.913e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_802.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1032/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7886.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7886.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7886.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.328e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7886.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1033/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5884.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5884.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5884.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.051e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5884.vnnlib: unsat
--- Verification time: 0.0141 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1034/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5084.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5084.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5084.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.874e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.795e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   2.728e-02 |           99.9997 ‖
‖         4 |      8 |                  0 |   2.676e-02 |          100.0006 ‖
‖         5 |     16 |                  0 |   2.548e-02 |           99.9987 ‖
‖         6 |     32 |                  0 |   2.473e-02 |          100.0025 ‖
‖         7 |     64 |                  0 |   2.421e-02 |           99.9949 ‖
‖         8 |    127 |                  1 |   2.364e-02 |           97.8760 ‖
‖         9 |    241 |                 14 |   2.311e-02 |           92.5967 ‖
‖        10 |    448 |                 48 |   2.262e-02 |           85.3968 ‖
‖        11 |    810 |                132 |   2.213e-02 |           75.0850 ‖
‖        12 |   1374 |                364 |   2.164e-02 |           62.8440 ‖
‖        13 |   1944 |                781 |   2.131e-02 |           52.5215 ‖
‖        14 |   2650 |               1059 |   2.112e-02 |           48.4993 ‖
‖        15 |   3252 |               1457 |   2.077e-02 |           43.8206 ‖
‖        16 |   4070 |               1639 |   2.057e-02 |           42.0856 ‖
‖        17 |   4778 |               1944 |   2.031e-02 |           37.7974 ‖
‖        18 |   5708 |               2031 |   2.010e-02 |           37.0437 ‖
‖        19 |   6116 |               2603 |   1.991e-02 |           34.5921 ‖
‖        20 |   6695 |               3003 |   1.982e-02 |           32.9690 ‖
‖        21 |   7199 |               3480 |   1.971e-02 |           31.7540 ‖
‖        22 |   7766 |               3907 |   1.961e-02 |           30.1715 ‖
‖        23 |   8331 |               4318 |   1.953e-02 |           29.5295 ‖
‖        24 |   8611 |               5019 |   1.939e-02 |           27.1372 ‖
‖        25 |   8931 |               5654 |   1.931e-02 |           25.2612 ‖
‖        26 |   9384 |               6177 |   1.916e-02 |           24.6963 ‖
‖        27 |   9979 |               6533 |   1.906e-02 |           24.3277 ‖
‖        28 |  10518 |               6974 |   1.898e-02 |           23.5699 ‖
‖        29 |  10770 |               7674 |   1.889e-02 |           23.0534 ‖
‖        30 |  10967 |               8404 |   1.885e-02 |           22.0656 ‖
‖        31 |  11275 |               9049 |   1.874e-02 |           21.2559 ‖
‖        32 |  11676 |               9611 |   1.866e-02 |           20.6551 ‖
‖        33 |  11945 |              10292 |   1.856e-02 |           20.3512 ‖
‖        34 |  12369 |              10828 |   1.845e-02 |           19.7757 ‖
‖        35 |  12588 |              11542 |   1.836e-02 |           19.2891 ‖
‖        36 |  12928 |              12172 |   1.828e-02 |           18.1773 ‖
‖        37 |  13080 |              12980 |   1.820e-02 |           17.7248 ‖
‖        38 |  13321 |              13678 |   1.821e-02 |           17.1971 ‖
‖        39 |  13170 |              14754 |   1.820e-02 |           16.9082 ‖
‖        40 |  13105 |              15720 |   1.820e-02 |           16.2415 ‖
‖        41 |  13086 |              16659 |   1.817e-02 |           15.4006 ‖
‖        42 |  12951 |              17704 |   1.816e-02 |           14.5876 ‖
‖        43 |  12981 |              18582 |   1.811e-02 |           14.1344 ‖
‖        44 |  13086 |              19384 |   1.805e-02 |           13.8684 ‖
‖        45 |  13467 |              19908 |   1.802e-02 |           13.6274 ‖
‖        46 |  13740 |              20556 |   1.798e-02 |           13.0173 ‖
‖        47 |  13923 |              21319 |   1.792e-02 |           12.2788 ‖
‖        48 |  14010 |              22170 |   1.787e-02 |           11.8338 ‖
‖        49 |  14092 |              22987 |   1.784e-02 |           11.4892 ‖
‖        50 |  14131 |              23869 |   1.778e-02 |           10.9710 ‖
‖        51 |  14109 |              24798 |   1.774e-02 |           10.6836 ‖
‖        52 |  14216 |              25598 |   1.771e-02 |           10.3780 ‖
‖        53 |  14258 |              26469 |   1.770e-02 |            9.9811 ‖
‖        54 |  14292 |              27387 |   1.764e-02 |            9.7920 ‖
‖        55 |  14280 |              28304 |   1.763e-02 |            9.6679 ‖
‖        56 |  14238 |              29265 |   1.760e-02 |            9.5003 ‖
‖        57 |  14194 |              30225 |   1.759e-02 |            9.2683 ‖
‖        58 |  14010 |              31313 |   1.758e-02 |            9.0802 ‖
‖        59 |  13721 |              32434 |   1.762e-02 |            8.7992 ‖
‖        60 |  13468 |              33584 |   1.762e-02 |            7.9871 ‖
‖        61 |  13130 |              34830 |   1.761e-02 |            7.5475 ‖
‖        62 |  12926 |              35875 |   1.764e-02 |            7.1298 ‖
‖        63 |  12930 |              36773 |   1.764e-02 |            6.5705 ‖
‖        64 |  12716 |              37891 |   1.760e-02 |            6.1947 ‖
‖        65 |  12674 |              38814 |   1.757e-02 |            5.9801 ‖
‖        66 |  12678 |              39695 |   1.755e-02 |            5.7691 ‖
‖        67 |  12574 |              40683 |   1.751e-02 |            5.5667 ‖
‖        68 |  12379 |              41758 |   1.747e-02 |            5.4207 ‖
‖        69 |  12266 |              42747 |   1.745e-02 |            5.3345 ‖
‖        70 |  12229 |              43657 |   1.742e-02 |            5.2097 ‖
‖        71 |  12193 |              44551 |   1.742e-02 |            4.9842 ‖
‖        72 |  12113 |              45516 |   1.739e-02 |            4.5708 ‖
‖        73 |  12054 |              46465 |   1.735e-02 |            4.2746 ‖
‖        74 |  11916 |              47489 |   1.732e-02 |            4.0236 ‖
‖        75 |  11774 |              48517 |   1.728e-02 |            3.8564 ‖
‖        76 |  11626 |              49547 |   1.724e-02 |            3.7038 ‖
‖        77 |  11517 |              50525 |   1.723e-02 |            3.5716 ‖
‖        78 |  11396 |              51536 |   1.719e-02 |            3.4299 ‖
‖        79 |  11296 |              52529 |   1.716e-02 |            3.3358 ‖
‖        80 |  11247 |              53451 |   1.715e-02 |            3.2184 ‖
‖        81 |  11142 |              54461 |   1.715e-02 |            3.1613 ‖
‖        82 |  10935 |              55567 |   1.712e-02 |            3.0517 ‖
‖        83 |  10703 |              56651 |   1.713e-02 |            2.9127 ‖
‖        84 |  10554 |              57682 |   1.713e-02 |            2.7855 ‖
‖        85 |  10347 |              58751 |   1.711e-02 |            2.5502 ‖
‖        86 |  10098 |              59859 |   1.709e-02 |            2.3140 ‖
‖        87 |   9905 |              60917 |   1.705e-02 |            2.0275 ‖
‖        88 |   9614 |              62087 |   1.701e-02 |            1.8608 ‖
‖        89 |   9295 |              63294 |   1.696e-02 |            1.7353 ‖
‖        90 |   8960 |              64480 |   1.693e-02 |            1.6508 ‖
‖        91 |   8586 |              65687 |   1.692e-02 |            1.5993 ‖
‖        92 |   8249 |              66893 |   1.690e-02 |            1.5798 ‖
‖        93 |   7882 |              68117 |   1.686e-02 |            1.5338 ‖
‖        94 |   7550 |              69299 |   1.684e-02 |            1.4445 ‖
‖        95 |   7234 |              70455 |   1.682e-02 |            1.3741 ‖
‖        96 |   6945 |              71605 |   1.677e-02 |            1.2738 ‖
‖        97 |   6617 |              72763 |   1.677e-02 |            1.2038 ‖
‖        98 |   6317 |              73906 |   1.676e-02 |            1.1238 ‖
‖        99 |   5972 |              75109 |   1.673e-02 |            1.0538 ‖
‖       100 |   5680 |              76269 |   1.671e-02 |            0.9916 ‖
‖       101 |   5447 |              77373 |   1.674e-02 |            0.8849 ‖
‖       102 |   5338 |              78377 |   1.676e-02 |            0.8042 ‖
‖       103 |   5137 |              79477 |   1.671e-02 |            0.6946 ‖
‖       104 |   4910 |              80563 |   1.665e-02 |            0.5882 ‖
‖       105 |   4610 |              81741 |   1.655e-02 |            0.4472 ‖
‖       106 |   4245 |              82968 |   1.646e-02 |            0.3436 ‖
‖       107 |   3812 |              84251 |   1.637e-02 |            0.3312 ‖
‖       108 |   3265 |              85624 |   1.641e-02 |            0.2820 ‖
‖       109 |   2784 |              86959 |   1.634e-02 |            0.2174 ‖
‖       110 |   2354 |              88212 |   1.634e-02 |            0.1519 ‖
‖       111 |   1933 |              89491 |   1.613e-02 |            0.0748 ‖
‖       112 |   1603 |              90666 |   1.581e-02 |            0.0545 ‖
‖       113 |   1120 |              91982 |   1.538e-02 |            0.0271 ‖
‖       114 |    501 |              93440 |   1.433e-02 |            0.0036 ‖
‖       115 |    173 |              94110 |   1.433e-02 |            0.0000 ‖
‖       116 |     57 |              94344 |   1.351e-02 |            0.0000 ‖
‖       117 |     25 |              94415 |   1.393e-02 |            0.0000 ‖
‖       118 |      8 |              94447 |   1.207e-02 |            0.0000 ‖
‖       119 |      3 |              94457 |   9.969e-03 |            0.0000 ‖
‖       120 |      0 |              94461 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 10.627 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5084.vnnlib: unsat
--- Verification time: 10.6369 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1035/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5677.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5677.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5677.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.854e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5677.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1036/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2694.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2694.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2694.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.335e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   2.274e-02 |           99.9973 ‖
‖         3 |      4 |                  0 |   2.213e-02 |           99.9973 ‖
‖         4 |      8 |                  0 |   2.174e-02 |           99.9973 ‖
‖         5 |     16 |                  0 |   2.126e-02 |           99.9973 ‖
‖         6 |     32 |                  0 |   2.095e-02 |           99.9973 ‖
‖         7 |     64 |                  0 |   2.066e-02 |           99.9973 ‖
‖         8 |    128 |                  0 |   2.032e-02 |           99.6228 ‖
‖         9 |    256 |                  0 |   1.992e-02 |          100.3718 ‖
‖        10 |    512 |                  0 |   1.957e-02 |           98.8679 ‖
‖        11 |   1022 |                  2 |   1.921e-02 |          101.4252 ‖
‖        12 |   2012 |                 32 |   1.881e-02 |           93.7358 ‖
‖        13 |   2856 |                206 |   1.845e-02 |           88.8026 ‖
‖        14 |   3864 |                214 |   1.827e-02 |           88.7792 ‖
‖        15 |   4822 |                273 |   1.813e-02 |           88.1531 ‖
‖        16 |   5371 |                746 |   1.788e-02 |           84.6127 ‖
‖        17 |   6266 |                847 |   1.773e-02 |           80.4344 ‖
‖        18 |   7226 |                908 |   1.759e-02 |           79.5742 ‖
‖        19 |   8200 |                958 |   1.746e-02 |           78.8017 ‖
‖        20 |   9224 |                958 |   1.733e-02 |           78.7666 ‖
‖        21 |  10236 |                969 |   1.720e-02 |           78.7198 ‖
‖        22 |  11260 |                969 |   1.709e-02 |           78.7198 ‖
‖        23 |  12284 |                969 |   1.697e-02 |           80.4637 ‖
‖        24 |  12843 |               1417 |   1.687e-02 |           77.3797 ‖
‖        25 |  13538 |               1683 |   1.681e-02 |           73.2541 ‖
‖        26 |  14267 |               1969 |   1.674e-02 |           70.0414 ‖
‖        27 |  15104 |               2137 |   1.670e-02 |           69.3041 ‖
‖        28 |  16054 |               2201 |   1.665e-02 |           69.3041 ‖
‖        29 |  16753 |               2518 |   1.658e-02 |           67.2676 ‖
‖        30 |  17753 |               2534 |   1.655e-02 |           67.2676 ‖
‖        31 |  18759 |               2551 |   1.647e-02 |           67.2676 ‖
‖        32 |  19559 |               2770 |   1.640e-02 |           65.7929 ‖
‖        33 |  20418 |               2935 |   1.635e-02 |           64.6401 ‖
‖        34 |  21373 |               2995 |   1.629e-02 |           64.4997 ‖
‖        35 |  22266 |               3122 |   1.624e-02 |           63.8735 ‖
‖        36 |  23244 |               3168 |   1.621e-02 |           65.3423 ‖
‖        37 |  24212 |               3218 |   1.615e-02 |           66.2669 ‖
‖        38 |  25160 |               3294 |   1.608e-02 |           66.0153 ‖
‖        39 |  26021 |               3445 |   1.606e-02 |           66.6941 ‖
‖        40 |  26906 |               3576 |   1.604e-02 |           67.9406 ‖
‖        41 |  27824 |               3680 |   1.599e-02 |           66.7936 ‖
‖        42 |  28669 |               3859 |   1.598e-02 |           66.6239 ‖
‖        43 |  29521 |               4021 |   1.599e-02 |           66.5947 ‖
‖        44 |  30411 |               4150 |   1.594e-02 |           66.5947 ‖
‖        45 |  31293 |               4289 |   1.593e-02 |           67.0277 ‖
‖        46 |  32157 |               4439 |   1.593e-02 |           65.3892 ‖
‖        47 |  32618 |               4948 |   1.588e-02 |           64.9795 ‖
‖        48 |  33228 |               5339 |   1.587e-02 |           63.7214 ‖
‖        49 |  33738 |               5817 |   1.586e-02 |           63.0660 ‖
‖        50 |  34607 |               5966 |   1.585e-02 |           63.0660 ‖
‖        51 |  35239 |               6339 |   1.584e-02 |           62.4925 ‖
‖        52 |  36039 |               6528 |   1.583e-02 |           62.1882 ‖
‖        53 |  36901 |               6673 |   1.581e-02 |           62.1882 ‖
‖        54 |  37555 |               7032 |   1.579e-02 |           63.0074 ‖
‖        55 |  38421 |               7176 |   1.578e-02 |           65.1902 ‖
‖        56 |  39219 |               7386 |   1.577e-02 |           66.2026 ‖
‖        57 |  40083 |               7543 |   1.575e-02 |           66.5654 ‖
‖        58 |  40924 |               7723 |   1.573e-02 |           66.5654 ‖
‖        59 |  41386 |               8258 |   1.571e-02 |           65.6525 ‖
‖        60 |  41908 |               8695 |   1.569e-02 |           65.3365 ‖
‖        61 |  42702 |               8917 |   1.567e-02 |           65.3365 ‖
‖        62 |  43558 |               9077 |   1.566e-02 |           67.8587 ‖
‖        63 |  44446 |               9210 |   1.566e-02 |           70.6266 ‖
‖        64 |  45189 |               9485 |   1.564e-02 |           70.6851 ‖
‖        65 |  46033 |               9655 |   1.562e-02 |           71.5161 ‖
‖        66 |  46799 |               9905 |   1.560e-02 |           71.5161 ‖
‖        67 |  47535 |              10177 |   1.558e-02 |           71.5161 ‖
‖        68 |  48211 |              10524 |   1.555e-02 |           70.9368 ‖
‖        69 |  48688 |              11020 |   1.553e-02 |           70.2872 ‖
‖        70 |  49430 |              11286 |   1.551e-02 |           70.1350 ‖
‖        71 |  49940 |              11798 |   1.548e-02 |           69.6610 ‖
‖        72 |  50493 |              12223 |   1.547e-02 |           69.7839 ‖
‖        73 |  51194 |              12534 |   1.544e-02 |           69.7547 ‖
‖        74 |  51866 |              12865 |   1.542e-02 |           69.8483 ‖
‖        75 |  52553 |              13187 |   1.541e-02 |           69.8483 ‖
‖        76 |  53397 |              13357 |   1.539e-02 |           69.8483 ‖
‖        77 |  53974 |              13798 |   1.537e-02 |           69.6318 ‖
‖        78 |  54480 |              14247 |   1.535e-02 |           69.9068 ‖
‖        79 |  55097 |              14633 |   1.534e-02 |           70.1760 ‖
‖        80 |  55625 |              15084 |   1.534e-02 |           68.4907 ‖
‖        81 |  56230 |              15465 |   1.534e-02 |           67.2969 ‖
‖        82 |  57127 |              15584 |   1.534e-02 |           66.5069 ‖
‖        83 |  57996 |              15737 |   1.534e-02 |           65.3658 ‖
‖        84 |  58819 |              15930 |   1.532e-02 |           65.3658 ‖
‖        85 |  59686 |              16082 |   1.530e-02 |           65.3658 ‖
‖        86 |  60405 |              16378 |   1.528e-02 |           65.1551 ‖
‖        87 |  60911 |              16844 |   1.526e-02 |           64.9093 ‖
‖        88 |  61326 |              17418 |   1.525e-02 |           64.9854 ‖
‖        89 |  61666 |              18037 |   1.524e-02 |           65.0322 ‖
‖        90 |  62213 |              18462 |   1.524e-02 |           64.3417 ‖
‖        91 |  63006 |              18673 |   1.525e-02 |           62.5276 ‖
‖        92 |  63826 |              18855 |   1.526e-02 |           61.2636 ‖
‖        93 |  64744 |              18954 |   1.525e-02 |           61.2636 ‖
‖        94 |  65667 |              19047 |   1.524e-02 |           61.2636 ‖
‖        95 |  66453 |              19261 |   1.524e-02 |           61.2811 ‖
‖        96 |  67121 |              19606 |   1.523e-02 |           62.1121 ‖
‖        97 |  67815 |              19908 |   1.523e-02 |           63.4697 ‖
‖        98 |  68227 |              20495 |   1.522e-02 |           64.9795 ‖
‖        99 |  68760 |              20961 |   1.523e-02 |           66.2611 ‖
‖       100 |  69355 |              21335 |   1.523e-02 |           65.3540 ‖
‖       101 |  70021 |              21663 |   1.521e-02 |           65.3306 ‖
‖       102 |  70707 |              21975 |   1.520e-02 |           65.3306 ‖
‖       103 |  71237 |              22445 |   1.519e-02 |           65.3306 ‖
‖       104 |  71798 |              22887 |   1.519e-02 |           66.5888 ‖
‖       105 |  72241 |              23426 |   1.519e-02 |           67.2910 ‖
‖       106 |  72640 |              24013 |   1.518e-02 |           67.6890 ‖
‖       107 |  73257 |              24401 |   1.519e-02 |           67.6187 ‖
‖       108 |  73729 |              24916 |   1.519e-02 |           67.5895 ‖
‖       109 |  74198 |              25451 |   1.518e-02 |           67.5895 ‖
‖       110 |  74735 |              25910 |   1.517e-02 |           67.5895 ‖
‖       111 |  75459 |              26181 |   1.517e-02 |           67.5895 ‖
‖       112 |  76159 |              26480 |   1.517e-02 |           67.5895 ‖
‖       113 |  76548 |              27072 |   1.516e-02 |           67.4900 ‖
‖       114 |  77066 |              27549 |   1.516e-02 |           67.4900 ‖
‖       115 |  77765 |              27854 |   1.516e-02 |           67.4900 ‖
‖       116 |  78540 |              28095 |   1.516e-02 |           67.4900 ‖
‖       117 |  79162 |              28464 |   1.515e-02 |           67.4900 ‖
‖       118 |  79838 |              28780 |   1.515e-02 |           67.3495 ‖
‖       119 |  80519 |              29108 |   1.515e-02 |           67.3495 ‖
‖       120 |  81170 |              29458 |   1.514e-02 |           67.1506 ‖
‖       121 |  81892 |              29748 |   1.514e-02 |           67.1506 ‖
‖       122 |  82464 |              30176 |   1.513e-02 |           67.1506 ‖
‖       123 |  83182 |              30464 |   1.513e-02 |           67.1506 ‖
‖       124 |  83859 |              30799 |   1.512e-02 |           67.1506 ‖
‖       125 |  84281 |              31365 |   1.511e-02 |           66.4952 ‖
‖       126 |  84846 |              31811 |   1.511e-02 |           63.7038 ‖
‖       127 |  85377 |              32256 |   1.510e-02 |           63.3761 ‖
‖       128 |  86034 |              32615 |   1.510e-02 |           60.4443 ‖
‖       129 |  86703 |              32940 |   1.510e-02 |           59.0750 ‖
‖       130 |  87228 |              33395 |   1.509e-02 |           58.9404 ‖
‖       131 |  87893 |              33740 |   1.509e-02 |           57.0326 ‖
‖       132 |  88383 |              34249 |   1.508e-02 |           57.0326 ‖
‖       133 |  89135 |              34507 |   1.508e-02 |           56.3070 ‖
‖       134 |  89864 |              34794 |   1.507e-02 |           56.3070 ‖
‖       135 |  90462 |              35192 |   1.507e-02 |           56.3070 ‖
‖       136 |  91230 |              35431 |   1.506e-02 |           56.3070 ‖
‖       137 |  91898 |              35762 |   1.505e-02 |           56.3070 ‖
‖       138 |  92442 |              36219 |   1.504e-02 |           56.3070 ‖
‖       139 |  92845 |              36764 |   1.504e-02 |           56.1314 ‖
‖       140 |  93225 |              37359 |   1.503e-02 |           55.2361 ‖
‖       141 |  93881 |              37716 |   1.503e-02 |           55.2361 ‖
‖       142 |  94449 |              38159 |   1.502e-02 |           55.2361 ‖
‖       143 |  94996 |              38592 |   1.501e-02 |           55.2361 ‖
‖       144 |  95555 |              39030 |   1.500e-02 |           55.2361 ‖
‖       145 |  96316 |              39280 |   1.500e-02 |           53.5625 ‖
‖       146 |  97048 |              39552 |   1.500e-02 |           50.5897 ‖
‖       147 |  97548 |              40025 |   1.500e-02 |           49.6300 ‖
‖       148 |  98199 |              40383 |   1.500e-02 |           46.8737 ‖
‖       149 |  98819 |              40756 |   1.501e-02 |           44.6676 ‖
‖       150 |  99354 |              41226 |   1.500e-02 |           44.6676 ‖
‖       151 | 100061 |              41509 |   1.501e-02 |           43.9770 ‖
‖       152 | 100648 |              41914 |   1.500e-02 |           43.9770 ‖
‖       153 | 101299 |              42272 |   1.499e-02 |           43.8132 ‖
‖       154 | 101896 |              42675 |   1.499e-02 |           42.3151 ‖
‖       155 | 102429 |              43138 |   1.498e-02 |           42.3151 ‖
‖       156 | 103026 |              43530 |   1.498e-02 |           42.3151 ‖
‖       157 | 103641 |              43918 |   1.497e-02 |           42.3151 ‖
‖       158 | 104364 |              44188 |   1.497e-02 |           42.3151 ‖
‖       159 | 105070 |              44485 |   1.496e-02 |           42.3151 ‖
‖       160 | 105777 |              44795 |   1.495e-02 |           42.3151 ‖
‖       161 | 106503 |              45073 |   1.494e-02 |           42.2507 ‖
‖       162 | 106931 |              45602 |   1.494e-02 |           42.0401 ‖
‖       163 | 107077 |              46415 |   1.493e-02 |           40.6415 ‖
‖       164 | 107344 |              47103 |   1.492e-02 |           40.6415 ‖
‖       165 | 107812 |              47607 |   1.491e-02 |           40.6415 ‖
‖       166 | 108262 |              48122 |   1.491e-02 |           40.5010 ‖
‖       167 | 108520 |              48857 |   1.490e-02 |           38.9678 ‖
‖       168 | 108518 |              49763 |   1.489e-02 |           38.0315 ‖
‖       169 | 108630 |              50615 |   1.488e-02 |           37.1011 ‖
‖       170 | 108633 |              51542 |   1.487e-02 |           36.4749 ‖
‖       171 | 108998 |              52161 |   1.486e-02 |           36.4749 ‖
‖       172 | 109511 |              52618 |   1.486e-02 |           36.4749 ‖
‖       173 | 109998 |              53102 |   1.485e-02 |           36.4749 ‖
‖       174 | 110474 |              53596 |   1.484e-02 |           35.5386 ‖
‖       175 | 110891 |              54152 |   1.483e-02 |           35.5386 ‖
‖       176 | 111516 |              54511 |   1.483e-02 |           35.5386 ‖
‖       177 | 112068 |              54963 |   1.482e-02 |           35.5386 ‖
‖       178 | 112796 |              55248 |   1.481e-02 |           35.5386 ‖
‖       179 | 113484 |              55552 |   1.481e-02 |           35.5386 ‖
‖       180 | 114020 |              55993 |   1.480e-02 |           35.5386 ‖
‖       181 | 114521 |              56493 |   1.479e-02 |           34.6901 ‖
‖       182 | 114739 |              57233 |   1.478e-02 |           33.6836 ‖
‖       183 | 115132 |              57799 |   1.478e-02 |           33.3675 ‖
‖       184 | 115476 |              58421 |   1.477e-02 |           32.4312 ‖
‖       185 | 115885 |              58987 |   1.476e-02 |           31.8812 ‖
‖       186 | 116021 |              59812 |   1.475e-02 |           30.4826 ‖
‖       187 | 116173 |              60622 |   1.475e-02 |           29.0137 ‖
‖       188 | 116390 |              61358 |   1.474e-02 |           28.8557 ‖
‖       189 | 116714 |              61992 |   1.474e-02 |           28.8557 ‖
‖       190 | 117055 |              62629 |   1.474e-02 |           28.8557 ‖
‖       191 | 117539 |              63106 |   1.473e-02 |           28.8557 ‖
‖       192 | 117929 |              63709 |   1.473e-02 |           28.8557 ‖
‖       193 | 118295 |              64317 |   1.473e-02 |           28.8557 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.093 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2694.vnnlib: unknown
--- Verification time: 20.1112 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1037/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5098.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5098.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5098.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.420e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5098.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1038/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1101.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1101.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1101.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.589e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1101.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1039/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2003.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2003.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2003.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.478e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.330e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.128e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   5.915e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.794e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.698e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.588e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.479e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.354e-02 |          100.0000 ‖
‖        10 |    512 |                  0 |   5.204e-02 |           99.9999 ‖
‖        11 |   1024 |                  0 |   5.057e-02 |          100.0001 ‖
‖        12 |   2048 |                  0 |   4.928e-02 |          100.0003 ‖
‖        13 |   3072 |                  0 |   4.848e-02 |          100.0003 ‖
‖        13 |   2048 |                  0 |   4.842e-02 |           62.5002 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.356 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2003.vnnlib: sat
--- Verification time: 0.3666 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1040/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5016.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5016.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5016.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.782e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.681e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.513e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   3.458e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   3.419e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.333e-02 |           99.9998 ‖
‖         7 |     64 |                  0 |   3.249e-02 |           99.9998 ‖
‖         8 |    128 |                  0 |   3.146e-02 |           99.9998 ‖
‖         9 |    256 |                  0 |   3.056e-02 |           99.9998 ‖
‖        10 |    511 |                  1 |   2.975e-02 |           99.6821 ‖
‖        11 |   1002 |                 21 |   2.895e-02 |           97.3637 ‖
‖        12 |   1897 |                127 |   2.807e-02 |           91.1019 ‖
‖        13 |   2650 |                385 |   2.760e-02 |           84.1544 ‖
‖        14 |   3565 |                480 |   2.728e-02 |           81.4400 ‖
‖        15 |   4426 |                630 |   2.703e-02 |           79.5633 ‖
‖        16 |   5298 |                775 |   2.675e-02 |           77.6653 ‖
‖        17 |   6157 |                920 |   2.652e-02 |           75.9959 ‖
‖        18 |   6904 |               1184 |   2.623e-02 |           72.4715 ‖
‖        19 |   7707 |               1391 |   2.604e-02 |           69.5611 ‖
‖        20 |   8586 |               1498 |   2.591e-02 |           69.2284 ‖
‖        21 |   9238 |               1838 |   2.576e-02 |           67.3859 ‖
‖        22 |  10089 |               1986 |   2.567e-02 |           67.0730 ‖
‖        23 |  10837 |               2234 |   2.551e-02 |           66.0201 ‖
‖        24 |  11756 |               2323 |   2.535e-02 |           65.5939 ‖
‖        25 |  12708 |               2381 |   2.516e-02 |           65.4128 ‖
‖        26 |  13573 |               2535 |   2.496e-02 |           64.5147 ‖
‖        27 |  14515 |               2613 |   2.477e-02 |           63.9539 ‖
‖        28 |  15498 |               2643 |   2.461e-02 |           63.9334 ‖
‖        29 |  16079 |               3068 |   2.440e-02 |           61.4050 ‖
‖        30 |  16898 |               3250 |   2.423e-02 |           60.9365 ‖
‖        31 |  17446 |               3688 |   2.410e-02 |           59.5684 ‖
‖        32 |  17782 |               4338 |   2.399e-02 |           57.2054 ‖
‖        33 |  18347 |               4743 |   2.391e-02 |           56.6005 ‖
‖        34 |  18896 |               5183 |   2.385e-02 |           56.0304 ‖
‖        35 |  19419 |               5639 |   2.381e-02 |           55.8541 ‖
‖        36 |  19782 |               6245 |   2.379e-02 |           55.3120 ‖
‖        37 |  20194 |               6806 |   2.381e-02 |           55.0154 ‖
‖        38 |  20392 |               7560 |   2.382e-02 |           54.1514 ‖
‖        39 |  20650 |               8220 |   2.386e-02 |           53.0855 ‖
‖        40 |  21029 |               8766 |   2.390e-02 |           52.2526 ‖
‖        41 |  21267 |               9451 |   2.390e-02 |           51.5094 ‖
‖        42 |  21620 |              10025 |   2.390e-02 |           51.2714 ‖
‖        43 |  22105 |              10496 |   2.387e-02 |           51.2210 ‖
‖        44 |  22447 |              11099 |   2.384e-02 |           50.1744 ‖
‖        45 |  23036 |              11477 |   2.383e-02 |           49.9836 ‖
‖        46 |  23509 |              11974 |   2.377e-02 |           49.9555 ‖
‖        47 |  23979 |              12426 |   2.379e-02 |           49.8966 ‖
‖        48 |  24460 |              12914 |   2.377e-02 |           49.8477 ‖
‖        49 |  24791 |              13521 |   2.372e-02 |           49.7260 ‖
‖        50 |  25191 |              14051 |   2.373e-02 |           49.4578 ‖
‖        51 |  25619 |              14582 |   2.369e-02 |           49.4417 ‖
‖        52 |  25915 |              15216 |   2.367e-02 |           49.2159 ‖
‖        53 |  26265 |              15826 |   2.365e-02 |           48.6315 ‖
‖        54 |  26485 |              16545 |   2.362e-02 |           48.4323 ‖
‖        55 |  26763 |              17182 |   2.363e-02 |           48.3924 ‖
‖        56 |  27183 |              17722 |   2.363e-02 |           48.0808 ‖
‖        57 |  27333 |              18520 |   2.360e-02 |           48.0522 ‖
‖        58 |  27331 |              19403 |   2.362e-02 |           47.3489 ‖
‖        59 |  27375 |              20300 |   2.362e-02 |           47.1022 ‖
‖        60 |  27456 |              21134 |   2.361e-02 |           46.8661 ‖
‖        61 |  27818 |              21707 |   2.362e-02 |           46.8028 ‖
‖        62 |  27891 |              22576 |   2.362e-02 |           46.7998 ‖
‖        63 |  27954 |              23397 |   2.364e-02 |           46.1391 ‖
‖        64 |  28248 |              24042 |   2.365e-02 |           46.1379 ‖
‖        65 |  28154 |              25052 |   2.364e-02 |           44.7126 ‖
‖        66 |  28065 |              26017 |   2.367e-02 |           44.0470 ‖
‖        67 |  28372 |              26646 |   2.367e-02 |           43.6395 ‖
‖        68 |  28615 |              27323 |   2.367e-02 |           43.4175 ‖
‖        69 |  28968 |              27912 |   2.368e-02 |           43.1252 ‖
‖        70 |  28988 |              28823 |   2.368e-02 |           42.6467 ‖
‖        71 |  29123 |              29587 |   2.369e-02 |           42.2902 ‖
‖        72 |  29254 |              30349 |   2.371e-02 |           41.9994 ‖
‖        73 |  29551 |              30972 |   2.372e-02 |           41.6217 ‖
‖        74 |  29972 |              31486 |   2.371e-02 |           41.0718 ‖
‖        75 |  30607 |              31823 |   2.369e-02 |           40.8260 ‖
‖        76 |  31170 |              32233 |   2.366e-02 |           40.3006 ‖
‖        77 |  31520 |              32851 |   2.361e-02 |           39.6436 ‖
‖        78 |  31865 |              33438 |   2.358e-02 |           39.1226 ‖
‖        79 |  32091 |              34149 |   2.357e-02 |           38.0895 ‖
‖        80 |  32286 |              34904 |   2.355e-02 |           37.1177 ‖
‖        81 |  32298 |              35764 |   2.357e-02 |           36.6476 ‖
‖        82 |  32421 |              36564 |   2.357e-02 |           36.2946 ‖
‖        83 |  32579 |              37321 |   2.356e-02 |           36.1005 ‖
‖        84 |  32686 |              38107 |   2.356e-02 |           35.8982 ‖
‖        85 |  32763 |              38924 |   2.355e-02 |           35.7998 ‖
‖        86 |  32536 |              40021 |   2.354e-02 |           34.9244 ‖
‖        87 |  32575 |              40869 |   2.353e-02 |           34.5576 ‖
‖        88 |  32655 |              41720 |   2.353e-02 |           33.9823 ‖
‖        89 |  32869 |              42422 |   2.354e-02 |           33.7570 ‖
‖        90 |  33088 |              43121 |   2.354e-02 |           33.6638 ‖
‖        91 |  33133 |              43970 |   2.352e-02 |           33.6393 ‖
‖        92 |  33469 |              44533 |   2.355e-02 |           33.5884 ‖
‖        93 |  33733 |              45203 |   2.355e-02 |           33.4846 ‖
‖        94 |  34083 |              45767 |   2.356e-02 |           33.4251 ‖
‖        95 |  34319 |              46456 |   2.356e-02 |           33.1761 ‖
‖        96 |  34578 |              47143 |   2.354e-02 |           33.1162 ‖
‖        97 |  34740 |              47907 |   2.353e-02 |           32.9590 ‖
‖        98 |  34945 |              48627 |   2.354e-02 |           32.8850 ‖
‖        99 |  35229 |              49250 |   2.355e-02 |           32.8231 ‖
‖       100 |  35328 |              50082 |   2.354e-02 |           32.7674 ‖
‖       101 |  35376 |              50924 |   2.355e-02 |           32.3913 ‖
‖       102 |  35393 |              51815 |   2.356e-02 |           32.2953 ‖
‖       103 |  35498 |              52628 |   2.356e-02 |           31.9420 ‖
‖       104 |  35630 |              53409 |   2.356e-02 |           31.4523 ‖
‖       105 |  35726 |              54245 |   2.356e-02 |           31.2685 ‖
‖       106 |  35765 |              55105 |   2.357e-02 |           31.1964 ‖
‖       107 |  35772 |              55982 |   2.358e-02 |           30.9332 ‖
‖       108 |  35901 |              56759 |   2.359e-02 |           30.3719 ‖
‖       109 |  35996 |              57575 |   2.359e-02 |           30.1056 ‖
‖       110 |  36036 |              58437 |   2.359e-02 |           29.7243 ‖
‖       111 |  36374 |              58994 |   2.361e-02 |           29.6310 ‖
‖       112 |  36617 |              59698 |   2.360e-02 |           29.5530 ‖
‖       113 |  36887 |              60343 |   2.360e-02 |           29.5130 ‖
‖       114 |  37431 |              60767 |   2.358e-02 |           29.4686 ‖
‖       115 |  38050 |              61101 |   2.355e-02 |           29.4571 ‖
‖       116 |  38288 |              61798 |   2.352e-02 |           29.1990 ‖
‖       117 |  38675 |              62340 |   2.350e-02 |           29.1564 ‖
‖       118 |  39126 |              62846 |   2.348e-02 |           29.1521 ‖
‖       119 |  39026 |              63831 |   2.348e-02 |           28.6367 ‖
‖       120 |  39001 |              64745 |   2.349e-02 |           28.1630 ‖
‖       121 |  39223 |              65465 |   2.347e-02 |           27.8561 ‖
‖       122 |  39456 |              66143 |   2.347e-02 |           27.6452 ‖
‖       123 |  39683 |              66865 |   2.345e-02 |           27.5587 ‖
‖       124 |  39881 |              67583 |   2.344e-02 |           27.3177 ‖
‖       125 |  39984 |              68363 |   2.344e-02 |           26.9158 ‖
‖       126 |  39987 |              69277 |   2.342e-02 |           26.5896 ‖
‖       127 |  40016 |              70145 |   2.341e-02 |           26.3832 ‖
‖       128 |  40105 |              70952 |   2.340e-02 |           26.2148 ‖
‖       129 |  40057 |              71893 |   2.340e-02 |           25.9559 ‖
‖       130 |  40142 |              72732 |   2.338e-02 |           25.5815 ‖
‖       131 |  40255 |              73532 |   2.337e-02 |           25.3568 ‖
‖       132 |  40414 |              74295 |   2.336e-02 |           25.0719 ‖
‖       133 |  40675 |              74988 |   2.334e-02 |           24.9390 ‖
‖       134 |  40773 |              75802 |   2.333e-02 |           24.7032 ‖
‖       135 |  41039 |              76438 |   2.333e-02 |           24.6054 ‖
‖       136 |  41151 |              77234 |   2.332e-02 |           24.4185 ‖
‖       137 |  41054 |              78241 |   2.331e-02 |           24.0490 ‖
‖       138 |  40922 |              79259 |   2.330e-02 |           23.6803 ‖
‖       139 |  40757 |              80262 |   2.332e-02 |           23.5101 ‖
‖       140 |  40673 |              81242 |   2.332e-02 |           23.0088 ‖
‖       141 |  40403 |              82366 |   2.333e-02 |           22.3734 ‖
‖       142 |  40183 |              83501 |   2.331e-02 |           21.4006 ‖
‖       143 |  40058 |              84501 |   2.331e-02 |           20.6828 ‖
‖       144 |  40088 |              85360 |   2.330e-02 |           20.2849 ‖
‖       145 |  40318 |              86065 |   2.328e-02 |           19.9891 ‖
‖       146 |  40553 |              86757 |   2.327e-02 |           19.8290 ‖
‖       147 |  40921 |              87336 |   2.325e-02 |           19.7011 ‖
‖       148 |  40992 |              88187 |   2.323e-02 |           19.6315 ‖
‖       149 |  40591 |              89398 |   2.323e-02 |           19.1522 ‖
‖       150 |  40458 |              90423 |   2.322e-02 |           18.8567 ‖
‖       151 |  40320 |              91467 |   2.321e-02 |           18.3915 ‖
‖       152 |  40291 |              92400 |   2.320e-02 |           18.0663 ‖
‖       153 |  40274 |              93314 |   2.319e-02 |           17.8446 ‖
‖       154 |  40314 |              94161 |   2.319e-02 |           17.7073 ‖
‖       155 |  40287 |              95088 |   2.319e-02 |           17.5997 ‖
‖       156 |  40490 |              95787 |   2.320e-02 |           17.4918 ‖
‖       157 |  40676 |              96511 |   2.321e-02 |           17.4036 ‖
‖       158 |  40900 |              97221 |   2.321e-02 |           17.3085 ‖
‖       159 |  41040 |              97987 |   2.320e-02 |           17.2234 ‖
‖       160 |  41102 |              98825 |   2.319e-02 |           17.0633 ‖
‖       161 |  41360 |              99477 |   2.318e-02 |           17.0275 ‖
‖       162 |  41652 |             100100 |   2.317e-02 |           16.9644 ‖
‖       163 |  41907 |             100762 |   2.317e-02 |           16.8144 ‖
‖       164 |  42250 |             101350 |   2.317e-02 |           16.7261 ‖
‖       165 |  42578 |             101969 |   2.316e-02 |           16.6682 ‖
‖       166 |  42947 |             102542 |   2.314e-02 |           16.6057 ‖
‖       167 |  43418 |             103017 |   2.313e-02 |           16.5647 ‖
‖       168 |  43753 |             103615 |   2.311e-02 |           16.5421 ‖
‖       169 |  43848 |             104426 |   2.309e-02 |           16.1874 ‖
‖       170 |  43959 |             105238 |   2.307e-02 |           16.1388 ‖
‖       171 |  44037 |             106041 |   2.308e-02 |           16.0789 ‖
‖       172 |  44111 |             106862 |   2.308e-02 |           15.8886 ‖
‖       173 |  44314 |             107586 |   2.308e-02 |           15.6534 ‖
‖       174 |  44701 |             108130 |   2.307e-02 |           15.5364 ‖
‖       175 |  44983 |             108803 |   2.305e-02 |           15.4107 ‖
‖       176 |  45222 |             109492 |   2.304e-02 |           15.2698 ‖
‖       177 |  45359 |             110247 |   2.303e-02 |           15.0565 ‖
‖       178 |  45379 |             111130 |   2.302e-02 |           14.8736 ‖
‖       179 |  45247 |             112154 |   2.301e-02 |           14.6061 ‖
‖       180 |  45331 |             112974 |   2.301e-02 |           14.4695 ‖
‖       181 |  45790 |             113470 |   2.301e-02 |           14.4125 ‖
‖       182 |  45992 |             114201 |   2.300e-02 |           14.3856 ‖
‖       183 |  46099 |             115015 |   2.299e-02 |           14.3701 ‖
‖       184 |  46181 |             115823 |   2.297e-02 |           14.3534 ‖
‖       185 |  46119 |             116774 |   2.297e-02 |           14.3286 ‖
‖       186 |  46022 |             117692 |   2.297e-02 |           14.3197 ‖
‖       187 |  45894 |             118708 |   2.297e-02 |           14.3019 ‖
‖       188 |  45911 |             119542 |   2.298e-02 |           14.2914 ‖
‖       189 |  45824 |             120493 |   2.297e-02 |           14.1660 ‖
‖       190 |  45785 |             121424 |   2.297e-02 |           14.1515 ‖
‖       191 |  45631 |             122444 |   2.298e-02 |           14.1311 ‖
‖       192 |  45559 |             123368 |   2.299e-02 |           14.1166 ‖
‖       193 |  45764 |             124071 |   2.299e-02 |           14.1038 ‖
‖       194 |  46030 |             124685 |   2.299e-02 |           14.0235 ‖
‖       195 |  46166 |             125454 |   2.298e-02 |           13.9006 ‖
‖       196 |  46116 |             126417 |   2.296e-02 |           13.8306 ‖
‖       197 |  46055 |             127352 |   2.296e-02 |           13.7173 ‖
‖       198 |  46090 |             128238 |   2.295e-02 |           13.6985 ‖
‖       199 |  46176 |             129039 |   2.295e-02 |           13.6582 ‖
‖       200 |  46200 |             129927 |   2.294e-02 |           13.5308 ‖
‖       201 |  46306 |             130750 |   2.292e-02 |           13.3332 ‖
‖       202 |  46478 |             131507 |   2.291e-02 |           13.2164 ‖
‖       203 |  46276 |             132559 |   2.292e-02 |           13.0486 ‖
‖       204 |  46092 |             133637 |   2.291e-02 |           12.9533 ‖
‖       205 |  45882 |             134722 |   2.290e-02 |           12.8554 ‖
‖       206 |  45685 |             135783 |   2.291e-02 |           12.7285 ‖
‖       207 |  45432 |             136874 |   2.291e-02 |           12.5806 ‖
‖       208 |  45332 |             137877 |   2.290e-02 |           12.4363 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.084 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5016.vnnlib: unknown
--- Verification time: 20.0962 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1041/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3132.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3132.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3132.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
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‖         1 |      1 |                  0 |   6.330e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
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Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3132.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (1042/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1231.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1231.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1231.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.355e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1231.vnnlib: sat
--- Verification time: 0.0143 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (1043/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4739.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4739.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4739.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.290e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4739.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (1044/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4877.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4877.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4877.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.493e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4877.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1045/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1407.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1407.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1407.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   9.490e-03 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1407.vnnlib: unsat
--- Verification time: 0.0136 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (1046/1080)
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prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3178.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3178.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3178.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.149e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3178.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1047/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6269.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6269.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6269.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.091e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6269.vnnlib: sat
--- Verification time: 0.0150 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1048/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2633.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2633.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2633.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.410e-02 |          100.0000 ‖
‖         2 |      1 |                  1 |   4.174e-02 |           11.6791 ‖
‖         3 |      0 |                  3 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.040 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2633.vnnlib: unsat
--- Verification time: 0.0498 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1049/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3507.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3507.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3507.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.180e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3507.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
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__________________________________________________________________
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INSTANCE (1050/1080)
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prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2583.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_2583.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_2583.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.110e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.021 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_2583.vnnlib: unsat
--- Verification time: 0.0307 / 20.0000 [s]
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__________________________________________________________________
__________________________________________________________________
INSTANCE (1051/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2953.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2953.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2953.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.321e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2953.vnnlib: sat
--- Verification time: 0.0152 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1052/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1736.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1736.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1736.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.047e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1736.vnnlib: sat
--- Verification time: 0.0156 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1053/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1594.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_1594.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_1594.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.340e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_1594.vnnlib: sat
--- Verification time: 0.0155 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1054/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3589.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3589.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3589.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.066e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   3.976e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   3.892e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   3.847e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.766e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.701e-02 |          100.0000 ‖
‖         7 |     62 |                  2 |   3.629e-02 |           96.3829 ‖
‖         8 |    116 |                 10 |   3.530e-02 |           87.3408 ‖
‖         9 |    205 |                 35 |   3.469e-02 |           77.6682 ‖
‖        10 |    346 |                 96 |   3.357e-02 |           63.4248 ‖
‖        11 |    543 |                230 |   3.310e-02 |           49.8287 ‖
‖        12 |    810 |                485 |   3.211e-02 |           36.0481 ‖
‖        13 |   1146 |                914 |   3.133e-02 |           25.1771 ‖
‖        14 |   1526 |               1491 |   3.074e-02 |           17.8154 ‖
‖        15 |   1939 |               2014 |   3.049e-02 |           14.3182 ‖
‖        16 |   2266 |               2653 |   3.014e-02 |           10.7375 ‖
‖        17 |   2735 |               3157 |   2.983e-02 |            9.3360 ‖
‖        18 |   2993 |               3845 |   2.955e-02 |            7.3995 ‖
‖        19 |   2941 |               4799 |   2.920e-02 |            5.9321 ‖
‖        20 |   2781 |               5849 |   2.906e-02 |            4.6864 ‖
‖        21 |   2839 |               6697 |   2.879e-02 |            3.9627 ‖
‖        22 |   2762 |               7637 |   2.864e-02 |            3.4084 ‖
‖        23 |   2645 |               8611 |   2.849e-02 |            2.5726 ‖
‖        24 |   2468 |               9690 |   2.816e-02 |            1.9609 ‖
‖        25 |   2275 |              10734 |   2.794e-02 |            1.5413 ‖
‖        26 |   2192 |              11691 |   2.785e-02 |            1.2425 ‖
‖        27 |   2088 |              12665 |   2.783e-02 |            1.0294 ‖
‖        28 |   1920 |              13686 |   2.765e-02 |            0.7870 ‖
‖        29 |   1657 |              14812 |   2.737e-02 |            0.5363 ‖
‖        30 |   1557 |              15780 |   2.730e-02 |            0.3807 ‖
‖        31 |   1316 |              16869 |   2.722e-02 |            0.2562 ‖
‖        32 |   1062 |              18014 |   2.665e-02 |            0.1351 ‖
‖        33 |    660 |              19268 |   2.599e-02 |            0.0496 ‖
‖        34 |    377 |              20085 |   2.543e-02 |            0.0156 ‖
‖        35 |    166 |              20588 |   2.558e-02 |            0.0040 ‖
‖        36 |     56 |              20832 |   2.305e-02 |            0.0005 ‖
‖        37 |     10 |              20915 |   2.558e-02 |            0.0001 ‖
‖        38 |      2 |              20933 |   2.515e-02 |            0.0000 ‖
‖        39 |      0 |              20937 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 2.661 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3589.vnnlib: unsat
--- Verification time: 2.6717 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1055/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6803.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6803.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6803.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   7.329e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6803.vnnlib: sat
--- Verification time: 0.0158 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1056/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2158.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2158.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2158.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.946e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2158.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1057/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_464.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_464.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_464.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.723e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   6.449e-02 |          100.0000 ‖
‖         3 |      4 |                  0 |   6.166e-02 |          100.0000 ‖
‖         4 |      8 |                  0 |   6.050e-02 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.912e-02 |          100.0000 ‖
‖         6 |     32 |                  0 |   5.771e-02 |          100.0000 ‖
‖         7 |     64 |                  0 |   5.577e-02 |          100.0000 ‖
‖         8 |    128 |                  0 |   5.382e-02 |          100.0000 ‖
‖         9 |    256 |                  0 |   5.211e-02 |          100.0001 ‖
‖        10 |    512 |                  0 |   5.071e-02 |          100.0002 ‖
‖        11 |   1024 |                  0 |   4.955e-02 |          100.0002 ‖
‖        12 |   2048 |                  0 |   4.832e-02 |          100.0003 ‖
‖        13 |   3071 |                  1 |   4.749e-02 |           99.9647 ‖
‖        14 |   4095 |                  1 |   4.704e-02 |           99.9644 ‖
‖        15 |   5119 |                  1 |   4.669e-02 |           99.9632 ‖
‖        16 |   6134 |                 10 |   4.628e-02 |           99.7904 ‖
‖        17 |   7158 |                 10 |   4.596e-02 |           99.7903 ‖
‖        18 |   8182 |                 10 |   4.567e-02 |           99.7910 ‖
‖        19 |   9206 |                 10 |   4.538e-02 |           99.7901 ‖
‖        20 |  10230 |                 10 |   4.512e-02 |           99.7895 ‖
‖        21 |  11254 |                 10 |   4.484e-02 |           99.7889 ‖
‖        22 |  12278 |                 10 |   4.460e-02 |           99.7749 ‖
‖        23 |  13302 |                 10 |   4.438e-02 |           99.7756 ‖
‖        24 |  14324 |                 11 |   4.412e-02 |           99.7744 ‖
‖        24 |  13300 |                 12 |   4.427e-02 |           93.5680 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.154 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_464.vnnlib: sat
--- Verification time: 1.1643 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1058/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_509.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_509.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_509.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.363e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_509.vnnlib: unsat
--- Verification time: 0.0134 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1059/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5996.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_5996.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_5996.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.606e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_5996.vnnlib: sat
--- Verification time: 0.0167 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1060/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7628.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7628.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7628.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.692e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7628.vnnlib: sat
--- Verification time: 0.0148 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1061/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1738.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1738.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1738.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.744e-02 |          100.0000 ‖
‖         2 |      0 |                  2 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1738.vnnlib: unsat
--- Verification time: 0.0297 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1062/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1567.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1567.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1567.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.153e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1567.vnnlib: unsat
--- Verification time: 0.0132 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1063/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7210.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7210.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7210.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.372e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7210.vnnlib: sat
--- Verification time: 0.0142 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1064/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_913.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_913.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_913.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.690e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_913.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1065/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1950.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1950.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1950.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.720e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1950.vnnlib: unsat
--- Verification time: 0.0129 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1066/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_686.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_686.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_686.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.012e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_686.vnnlib: unsat
--- Verification time: 0.0135 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1067/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3025.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3025.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3025.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.813e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3025.vnnlib: sat
--- Verification time: 0.0153 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1068/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1360.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1360.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1360.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.050e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1360.vnnlib: unsat
--- Verification time: 0.0138 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1069/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4078.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_4078.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_4078.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.263e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.161e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   4.059e-02 |           99.9998 ‖
‖         4 |      8 |                  0 |   3.949e-02 |           99.9999 ‖
‖         5 |     16 |                  0 |   3.838e-02 |           99.9999 ‖
‖         6 |     32 |                  0 |   3.755e-02 |           99.9999 ‖
‖         7 |     64 |                  0 |   3.651e-02 |           99.9999 ‖
‖         8 |    127 |                  1 |   3.556e-02 |           99.2187 ‖
‖         9 |    250 |                  5 |   3.469e-02 |           96.8529 ‖
‖        10 |    486 |                 17 |   3.371e-02 |           92.9294 ‖
‖        11 |    909 |                 74 |   3.300e-02 |           86.4948 ‖
‖        12 |   1638 |                239 |   3.217e-02 |           77.7356 ‖
‖        13 |   2310 |                573 |   3.149e-02 |           67.8713 ‖
‖        14 |   3258 |                611 |   3.137e-02 |           67.7052 ‖
‖        15 |   3798 |               1081 |   3.084e-02 |           61.1610 ‖
‖        16 |   4586 |               1252 |   3.065e-02 |           59.6785 ‖
‖        17 |   5450 |               1393 |   3.036e-02 |           57.4627 ‖
‖        18 |   6435 |               1428 |   3.013e-02 |           56.7338 ‖
‖        19 |   7447 |               1434 |   2.995e-02 |           56.7218 ‖
‖        20 |   8100 |               1785 |   2.966e-02 |           54.6776 ‖
‖        21 |   9034 |               1833 |   2.948e-02 |           54.6614 ‖
‖        22 |   9832 |               2050 |   2.920e-02 |           53.1081 ‖
‖        23 |  10761 |               2133 |   2.901e-02 |           52.5760 ‖
‖        24 |  11750 |               2151 |   2.880e-02 |           52.5685 ‖
‖        25 |  12222 |               2685 |   2.855e-02 |           50.4504 ‖
‖        26 |  12749 |               3089 |   2.859e-02 |           50.4476 ‖
‖        27 |  13481 |               3350 |   2.854e-02 |           49.6731 ‖
‖        28 |  14150 |               3693 |   2.844e-02 |           47.1628 ‖
‖        29 |  15046 |               3785 |   2.839e-02 |           46.7197 ‖
‖        30 |  15985 |               3857 |   2.829e-02 |           46.4779 ‖
‖        31 |  16926 |               3928 |   2.824e-02 |           46.1997 ‖
‖        32 |  17807 |               4059 |   2.817e-02 |           46.1947 ‖
‖        33 |  18405 |               4443 |   2.809e-02 |           45.8896 ‖
‖        34 |  18998 |               4826 |   2.803e-02 |           45.7313 ‖
‖        35 |  19722 |               5086 |   2.797e-02 |           45.7217 ‖
‖        36 |  20485 |               5325 |   2.792e-02 |           45.4713 ‖
‖        37 |  21247 |               5563 |   2.787e-02 |           45.4647 ‖
‖        38 |  21666 |               6119 |   2.783e-02 |           45.3237 ‖
‖        39 |  22134 |               6635 |   2.775e-02 |           44.8804 ‖
‖        40 |  22765 |               6981 |   2.771e-02 |           44.8702 ‖
‖        41 |  23012 |               7714 |   2.764e-02 |           44.0461 ‖
‖        42 |  23355 |               8292 |   2.763e-02 |           43.6722 ‖
‖        43 |  23843 |               8736 |   2.760e-02 |           43.5407 ‖
‖        44 |  24275 |               9267 |   2.756e-02 |           43.4660 ‖
‖        45 |  24892 |               9609 |   2.753e-02 |           43.3943 ‖
‖        46 |  25677 |               9799 |   2.753e-02 |           43.3311 ‖
‖        47 |  26356 |              10120 |   2.749e-02 |           42.3442 ‖
‖        48 |  26983 |              10484 |   2.747e-02 |           42.2762 ‖
‖        49 |  27815 |              10658 |   2.746e-02 |           42.1887 ‖
‖        50 |  28523 |              10960 |   2.742e-02 |           42.0751 ‖
‖        51 |  28953 |              11503 |   2.738e-02 |           41.7121 ‖
‖        52 |  29179 |              12230 |   2.736e-02 |           41.6919 ‖
‖        53 |  29359 |              12996 |   2.735e-02 |           40.7765 ‖
‖        54 |  29682 |              13619 |   2.731e-02 |           39.6432 ‖
‖        55 |  30294 |              13971 |   2.727e-02 |           39.4895 ‖
‖        56 |  30653 |              14598 |   2.723e-02 |           38.3052 ‖
‖        57 |  31117 |              15084 |   2.721e-02 |           38.1342 ‖
‖        58 |  31499 |              15654 |   2.718e-02 |           38.0359 ‖
‖        59 |  31861 |              16255 |   2.715e-02 |           37.6793 ‖
‖        60 |  32385 |              16705 |   2.712e-02 |           37.6656 ‖
‖        61 |  32877 |              17179 |   2.707e-02 |           37.2973 ‖
‖        62 |  33248 |              17786 |   2.705e-02 |           36.3339 ‖
‖        63 |  33699 |              18267 |   2.705e-02 |           36.1822 ‖
‖        64 |  34010 |              18922 |   2.702e-02 |           36.0726 ‖
‖        65 |  34435 |              19427 |   2.705e-02 |           35.9803 ‖
‖        66 |  34932 |              19885 |   2.706e-02 |           35.9388 ‖
‖        67 |  35455 |              20350 |   2.702e-02 |           35.8863 ‖
‖        68 |  35798 |              20935 |   2.700e-02 |           35.8642 ‖
‖        69 |  36299 |              21404 |   2.697e-02 |           35.7751 ‖
‖        70 |  36837 |              21825 |   2.697e-02 |           35.7337 ‖
‖        71 |  37254 |              22366 |   2.694e-02 |           35.7054 ‖
‖        72 |  37777 |              22793 |   2.696e-02 |           35.6702 ‖
‖        73 |  38395 |              23153 |   2.694e-02 |           35.5075 ‖
‖        74 |  38799 |              23734 |   2.690e-02 |           35.0866 ‖
‖        75 |  39029 |              24402 |   2.692e-02 |           34.8013 ‖
‖        76 |  39410 |              24966 |   2.692e-02 |           34.6721 ‖
‖        77 |  40011 |              25316 |   2.693e-02 |           34.5068 ‖
‖        78 |  40658 |              25630 |   2.694e-02 |           34.3500 ‖
‖        79 |  41156 |              26081 |   2.693e-02 |           34.3236 ‖
‖        80 |  41826 |              26373 |   2.691e-02 |           34.2687 ‖
‖        81 |  42357 |              26814 |   2.688e-02 |           34.1733 ‖
‖        82 |  42651 |              27470 |   2.685e-02 |           34.1459 ‖
‖        83 |  43119 |              27946 |   2.686e-02 |           34.1154 ‖
‖        84 |  43504 |              28516 |   2.686e-02 |           33.9401 ‖
‖        85 |  43833 |              29160 |   2.684e-02 |           33.5218 ‖
‖        86 |  44229 |              29733 |   2.682e-02 |           33.0957 ‖
‖        87 |  44774 |              30155 |   2.680e-02 |           32.8304 ‖
‖        88 |  45205 |              30701 |   2.677e-02 |           32.5542 ‖
‖        89 |  45634 |              31237 |   2.675e-02 |           32.4144 ‖
‖        90 |  45550 |              32267 |   2.673e-02 |           32.2940 ‖
‖        91 |  45567 |              33132 |   2.673e-02 |           32.1539 ‖
‖        92 |  45856 |              33787 |   2.672e-02 |           32.0405 ‖
‖        93 |  46156 |              34413 |   2.671e-02 |           31.9532 ‖
‖        94 |  46498 |              35028 |   2.669e-02 |           31.8802 ‖
‖        95 |  47017 |              35457 |   2.668e-02 |           31.8413 ‖
‖        96 |  47672 |              35760 |   2.667e-02 |           31.7546 ‖
‖        97 |  48129 |              36260 |   2.666e-02 |           31.4925 ‖
‖        98 |  48657 |              36688 |   2.665e-02 |           31.4507 ‖
‖        99 |  48773 |              37519 |   2.663e-02 |           31.2834 ‖
‖       100 |  48977 |              38234 |   2.662e-02 |           31.2389 ‖
‖       101 |  49241 |              38928 |   2.661e-02 |           30.8396 ‖
‖       102 |  49374 |              39674 |   2.662e-02 |           30.7033 ‖
‖       103 |  49581 |              40402 |   2.661e-02 |           30.5924 ‖
‖       104 |  49923 |              41015 |   2.662e-02 |           30.4798 ‖
‖       105 |  50224 |              41638 |   2.661e-02 |           30.4070 ‖
‖       106 |  50417 |              42384 |   2.660e-02 |           30.2611 ‖
‖       107 |  50523 |              43200 |   2.660e-02 |           30.1847 ‖
‖       108 |  50775 |              43896 |   2.660e-02 |           30.1241 ‖
‖       109 |  50911 |              44668 |   2.659e-02 |           29.8763 ‖
‖       110 |  51052 |              45481 |   2.658e-02 |           29.4545 ‖
‖       111 |  51059 |              46371 |   2.656e-02 |           29.1460 ‖
‖       112 |  51172 |              47189 |   2.654e-02 |           29.0266 ‖
‖       113 |  51125 |              48122 |   2.653e-02 |           28.9903 ‖
‖       114 |  51180 |              49006 |   2.651e-02 |           28.7974 ‖
‖       115 |  51051 |              50007 |   2.649e-02 |           28.1705 ‖
‖       116 |  51051 |              50902 |   2.647e-02 |           27.7330 ‖
‖       117 |  51118 |              51745 |   2.646e-02 |           27.5669 ‖
‖       118 |  51351 |              52443 |   2.644e-02 |           27.5009 ‖
‖       119 |  51415 |              53260 |   2.644e-02 |           27.4773 ‖
‖       120 |  51452 |              54116 |   2.644e-02 |           27.3053 ‖
‖       121 |  51482 |              54995 |   2.644e-02 |           27.2390 ‖
‖       122 |  51577 |              55822 |   2.643e-02 |           27.2081 ‖
‖       123 |  51766 |              56568 |   2.641e-02 |           27.0892 ‖
‖       124 |  51819 |              57434 |   2.639e-02 |           26.9835 ‖
‖       125 |  51732 |              58404 |   2.639e-02 |           26.6184 ‖
‖       126 |  51728 |              59325 |   2.638e-02 |           25.9353 ‖
‖       127 |  51769 |              60182 |   2.637e-02 |           25.3827 ‖
‖       128 |  52008 |              60838 |   2.637e-02 |           25.0220 ‖
‖       129 |  52211 |              61568 |   2.636e-02 |           24.8815 ‖
‖       130 |  52388 |              62314 |   2.635e-02 |           24.5351 ‖
‖       131 |  52707 |              62915 |   2.634e-02 |           24.2826 ‖
‖       132 |  53070 |              63462 |   2.634e-02 |           24.1992 ‖
‖       133 |  53512 |              63986 |   2.633e-02 |           24.0834 ‖
‖       134 |  53944 |              64489 |   2.633e-02 |           24.0344 ‖
‖       135 |  54417 |              64986 |   2.631e-02 |           24.0016 ‖
‖       136 |  54588 |              65739 |   2.630e-02 |           23.9673 ‖
‖       137 |  54727 |              66533 |   2.630e-02 |           23.9378 ‖
‖       138 |  54973 |              67239 |   2.627e-02 |           23.9118 ‖
‖       139 |  55201 |              67926 |   2.627e-02 |           23.8627 ‖
‖       140 |  55656 |              68410 |   2.625e-02 |           23.7826 ‖
‖       141 |  56154 |              68851 |   2.625e-02 |           23.6397 ‖
‖       142 |  56579 |              69401 |   2.624e-02 |           23.5463 ‖
‖       143 |  56850 |              70059 |   2.623e-02 |           23.4958 ‖
‖       144 |  56987 |              70858 |   2.622e-02 |           23.3991 ‖
‖       145 |  57231 |              71553 |   2.623e-02 |           23.2752 ‖
‖       146 |  57469 |              72248 |   2.622e-02 |           23.1929 ‖
‖       147 |  57962 |              72715 |   2.622e-02 |           23.1455 ‖
‖       148 |  58325 |              73307 |   2.620e-02 |           22.9640 ‖
‖       149 |  58691 |              73903 |   2.618e-02 |           22.6933 ‖
‖       150 |  58923 |              74636 |   2.616e-02 |           22.3272 ‖
‖       151 |  58973 |              75487 |   2.615e-02 |           22.1611 ‖
‖       152 |  59146 |              76230 |   2.615e-02 |           21.8460 ‖
‖       153 |  59290 |              77011 |   2.613e-02 |           21.5943 ‖
‖       154 |  59584 |              77659 |   2.612e-02 |           21.4130 ‖
‖       155 |  59966 |              78222 |   2.611e-02 |           21.2651 ‖
‖       156 |  60159 |              78982 |   2.610e-02 |           21.1305 ‖
‖       157 |  60448 |              79626 |   2.609e-02 |           21.0631 ‖
‖       158 |  60627 |              80395 |   2.608e-02 |           20.9881 ‖
‖       159 |  60890 |              81057 |   2.608e-02 |           20.9322 ‖
‖       160 |  61068 |              81830 |   2.606e-02 |           20.8972 ‖
‖       161 |  61247 |              82591 |   2.604e-02 |           20.8566 ‖
‖       162 |  61463 |              83309 |   2.602e-02 |           20.8316 ‖
‖       163 |  61650 |              84015 |   2.601e-02 |           20.8107 ‖
‖       164 |  61879 |              84741 |   2.600e-02 |           20.8021 ‖
‖       165 |  62209 |              85342 |   2.597e-02 |           20.7294 ‖
‖       166 |  62806 |              85692 |   2.596e-02 |           20.6885 ‖
‖       167 |  63169 |              86285 |   2.594e-02 |           20.6010 ‖
‖       168 |  63556 |              86845 |   2.594e-02 |           20.5753 ‖
‖       169 |  63575 |              87786 |   2.593e-02 |           20.4139 ‖
‖       170 |  63633 |              88608 |   2.594e-02 |           20.3160 ‖
‖       171 |  63635 |              89513 |   2.592e-02 |           20.1437 ‖
‖       172 |  63738 |              90329 |   2.591e-02 |           20.0615 ‖
‖       173 |  63680 |              91334 |   2.589e-02 |           19.8780 ‖
‖       174 |  63535 |              92340 |   2.589e-02 |           19.7731 ‖
‖       175 |  63399 |              93393 |   2.587e-02 |           19.5702 ‖
‖       176 |  63369 |              94291 |   2.587e-02 |           19.4484 ‖
‖       177 |  63387 |              95196 |   2.586e-02 |           19.2869 ‖
‖       178 |  63201 |              96260 |   2.587e-02 |           19.1544 ‖
‖       179 |  63078 |              97276 |   2.586e-02 |           18.9969 ‖
‖       180 |  62998 |              98256 |   2.586e-02 |           18.8429 ‖
‖       181 |  63098 |              99058 |   2.585e-02 |           18.7706 ‖
‖       182 |  63217 |              99874 |   2.584e-02 |           18.6958 ‖
‖       183 |  63225 |             100763 |   2.583e-02 |           18.6330 ‖
‖       184 |  63196 |             101678 |   2.582e-02 |           18.5910 ‖
‖       185 |  63245 |             102565 |   2.581e-02 |           18.5294 ‖
‖       186 |  63384 |             103341 |   2.581e-02 |           18.4810 ‖
‖       187 |  63662 |             104012 |   2.580e-02 |           18.3775 ‖
‖       188 |  63840 |             104756 |   2.580e-02 |           18.3064 ‖
‖       189 |  64044 |             105504 |   2.579e-02 |           18.2615 ‖
‖       190 |  64053 |             106419 |   2.578e-02 |           18.1763 ‖
‖       191 |  64072 |             107319 |   2.577e-02 |           18.0967 ‖
‖       192 |  64125 |             108153 |   2.577e-02 |           18.0363 ‖
‖       193 |  64059 |             109137 |   2.576e-02 |           17.8742 ‖
‖       194 |  63879 |             110196 |   2.575e-02 |           17.7931 ‖
‖       195 |  63717 |             111243 |   2.575e-02 |           17.7044 ‖
‖       196 |  63763 |             112112 |   2.573e-02 |           17.3929 ‖
‖       197 |  63780 |             113002 |   2.572e-02 |           17.0953 ‖
‖       198 |  63777 |             113917 |   2.572e-02 |           16.9502 ‖
‖       199 |  63720 |             114872 |   2.572e-02 |           16.8189 ‖
‖       200 |  63785 |             115739 |   2.571e-02 |           16.5169 ‖
‖       201 |  63880 |             116540 |   2.571e-02 |           16.3774 ‖
‖       202 |  64060 |             117275 |   2.571e-02 |           16.2692 ‖
‖       203 |  64321 |             117951 |   2.571e-02 |           16.1999 ‖
‖       204 |  64418 |             118775 |   2.571e-02 |           16.1135 ‖
‖       205 |  64455 |             119663 |   2.571e-02 |           15.9734 ‖
‖       206 |  64428 |             120601 |   2.569e-02 |           15.8862 ‖
‖       207 |  64524 |             121403 |   2.569e-02 |           15.8260 ‖
‖===========================================================================‖

--- Result: UNKNOWN (time: 20.020 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_4078.vnnlib: unknown
--- Verification time: 20.0340 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1070/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3053.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3053.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3053.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.733e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   4.589e-02 |          100.0001 ‖
‖         3 |      4 |                  0 |   4.467e-02 |          100.0002 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.037 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3053.vnnlib: sat
--- Verification time: 0.0476 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1071/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_487.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_487.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_487.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.385e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_487.vnnlib: sat
--- Verification time: 0.0154 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1072/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_600.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_600.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_600.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   3.002e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_600.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1073/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3473.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3473.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3473.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.695e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3473.vnnlib: sat
--- Verification time: 0.0151 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1074/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3700.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_3700.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_3700.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.046e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_3700.vnnlib: sat
--- Verification time: 0.0149 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1075/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6984.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_6984.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_6984.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.306e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_6984.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1076/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2161.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_2161.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_2161.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   4.264e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.005 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_2161.vnnlib: sat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1077/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_143.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_143.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_143.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   5.999e-02 |          100.0000 ‖
‖         2 |      2 |                  0 |   5.819e-02 |           99.9999 ‖
‖         3 |      4 |                  0 |   5.728e-02 |           99.9999 ‖
‖         4 |      8 |                  0 |   5.529e-02 |           99.9999 ‖
‖         4 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.054 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_143.vnnlib: sat
--- Verification time: 0.0658 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1078/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7269.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/ruarobot/perturbations_0.onnx,vnnlib/ruarobot/hyperrectangle_7269.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/ruarobot_perturbations_0_hyperrectangle_7269.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   6.322e-02 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/ruarobot/perturbations_0.onnx -- vnnlib/ruarobot/hyperrectangle_7269.vnnlib: sat
--- Verification time: 0.0139 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1079/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1136.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_1136.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_1136.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   1.957e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.003 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_1136.vnnlib: unsat
--- Verification time: 0.0146 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (1080/1080)
------------------------------------------------------------------
prepare_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_706.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 1     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(safenlp,onnx/medical/perturbations_0.onnx,vnnlib/medical/hyperrectangle_706.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_safenlp/medical_perturbations_0_hyperrectangle_706.counterexample,20,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.212e-02 |          100.0000 ‖
‖         2 |      0 |                  1 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.004 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/medical/perturbations_0.onnx -- vnnlib/medical/hyperrectangle_706.vnnlib: unsat
--- Verification time: 0.0133 / 20.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
_______
 Stats 
-------
 - avg. #Verified Branches: 10090.7565 
 - avg. Time: 2.6299 
_______

___________________________
 BENCHMARK safenlp RESULTS 
---------------------------
 - #Verified: 310/1080 [28.7%] 
 - #Falsified: 652/1080 [60.4%] 
 - #Unknown: 118/1080 [10.9%] 
---------------------------
 - Solved: 962/1080 [89.1%] 
___________________________

__________________________________________________________________
__________________________________________________________________
------------------------------------------------------------------
BENCHMARK tllverifybench_2023 (3/3)
------------------------------------------------------------------
__________________________________________________________________
INSTANCE (1/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_0.onnx,vnnlib/property_N=8_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_0.onnx,vnnlib/property_N=8_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=8_m=1_instance_0_0_property_N=8_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.032 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=8_m=1_instance_0_0.onnx -- vnnlib/property_N=8_0.vnnlib: sat
--- Verification time: 0.0505 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (2/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_1.onnx,vnnlib/property_N=8_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_1.onnx,vnnlib/property_N=8_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=8_m=1_instance_0_1_property_N=8_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      7 |                  1 |   7.500e-01 |           87.5000 ‖
‖         5 |      8 |                  7 |   5.938e-01 |           50.0000 ‖
‖         6 |      7 |                 16 |   4.286e-01 |           21.8750 ‖
‖         7 |      7 |                 23 |   3.036e-01 |           10.9375 ‖
‖         8 |      3 |                 34 |   2.500e-01 |            2.3438 ‖
‖         9 |      1 |                 39 |   1.562e-01 |            0.3906 ‖
‖        10 |      0 |                 41 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.496 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=8_m=1_instance_0_1.onnx -- vnnlib/property_N=8_1.vnnlib: unsat
--- Verification time: 0.5123 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (3/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_2.onnx,vnnlib/property_N=8_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_2.onnx,vnnlib/property_N=8_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=8_m=1_instance_0_2_property_N=8_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.250e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   8.438e-01 |          100.0000 ‖
‖         5 |      8 |                  8 |   6.875e-01 |           50.0000 ‖
‖         6 |      6 |                 18 |   8.125e-01 |           18.7500 ‖
‖         7 |      8 |                 22 |   1.016e+00 |           12.5000 ‖
‖         8 |     16 |                 22 |   1.008e+00 |           12.5000 ‖
‖         9 |     16 |                 38 |   5.078e-01 |            6.2500 ‖
‖        10 |      0 |                 70 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.401 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=8_m=1_instance_0_2.onnx -- vnnlib/property_N=8_2.vnnlib: unsat
--- Verification time: 0.4145 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (4/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_3.onnx,vnnlib/property_N=8_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=8_m=1_instance_0_3.onnx,vnnlib/property_N=8_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=8_m=1_instance_0_3_property_N=8_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     11 |                  5 |   5.227e-01 |           68.7500 ‖
‖         6 |     14 |                 13 |   4.018e-01 |           43.7500 ‖
‖         7 |     15 |                 26 |   2.917e-01 |           23.4375 ‖
‖         8 |     12 |                 44 |   2.031e-01 |            9.3750 ‖
‖         9 |      3 |                 65 |   1.458e-01 |            1.1719 ‖
‖        10 |      0 |                 71 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.433 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=8_m=1_instance_0_3.onnx -- vnnlib/property_N=8_3.vnnlib: unsat
--- Verification time: 0.4457 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (5/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_0.onnx,vnnlib/property_N=16_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_0.onnx,vnnlib/property_N=16_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=16_m=1_instance_1_0_property_N=16_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     14 |                  2 |   5.536e-01 |           87.5000 ‖
‖         6 |     18 |                 12 |   3.750e-01 |           56.2500 ‖
‖         7 |     17 |                 31 |   2.647e-01 |           26.5625 ‖
‖         8 |     16 |                 49 |   1.838e-01 |           12.1344 ‖
‖         9 |     15 |                 66 |   1.417e-01 |            5.8594 ‖
‖        10 |      4 |                 92 |   9.375e-02 |            0.7812 ‖
‖        11 |      1 |                 99 |   7.812e-02 |            0.0977 ‖
‖        12 |      0 |                101 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.802 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=16_m=1_instance_1_0.onnx -- vnnlib/property_N=16_0.vnnlib: unsat
--- Verification time: 0.8207 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (6/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_1.onnx,vnnlib/property_N=16_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_1.onnx,vnnlib/property_N=16_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=16_m=1_instance_1_1_property_N=16_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.045 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=16_m=1_instance_1_1.onnx -- vnnlib/property_N=16_1.vnnlib: sat
--- Verification time: 0.0633 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (7/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_2.onnx,vnnlib/property_N=16_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_2.onnx,vnnlib/property_N=16_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=16_m=1_instance_1_2_property_N=16_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     15 |                  1 |   5.500e-01 |           93.7500 ‖
‖         6 |     15 |                 16 |   3.750e-01 |           46.8750 ‖
‖         7 |     11 |                 35 |   2.727e-01 |           17.1875 ‖
‖         8 |      5 |                 52 |   2.250e-01 |            3.9062 ‖
‖         9 |      0 |                 62 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 0.509 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=16_m=1_instance_1_2.onnx -- vnnlib/property_N=16_2.vnnlib: unsat
--- Verification time: 0.5284 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (8/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_3.onnx,vnnlib/property_N=16_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=16_m=1_instance_1_3.onnx,vnnlib/property_N=16_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=16_m=1_instance_1_3_property_N=16_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.019 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=16_m=1_instance_1_3.onnx -- vnnlib/property_N=16_3.vnnlib: sat
--- Verification time: 0.0357 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (9/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_0.onnx,vnnlib/property_N=24_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_0.onnx,vnnlib/property_N=24_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=24_m=1_instance_2_0_property_N=24_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.033 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=24_m=1_instance_2_0.onnx -- vnnlib/property_N=24_0.vnnlib: sat
--- Verification time: 0.1143 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (10/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_1.onnx,vnnlib/property_N=24_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_1.onnx,vnnlib/property_N=24_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=24_m=1_instance_2_1_property_N=24_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.099 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=24_m=1_instance_2_1.onnx -- vnnlib/property_N=24_1.vnnlib: sat
--- Verification time: 0.1331 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (11/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_2.onnx,vnnlib/property_N=24_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_2.onnx,vnnlib/property_N=24_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=24_m=1_instance_2_2_property_N=24_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.023 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=24_m=1_instance_2_2.onnx -- vnnlib/property_N=24_2.vnnlib: sat
--- Verification time: 0.0544 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (12/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_3.onnx,vnnlib/property_N=24_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=24_m=1_instance_2_3.onnx,vnnlib/property_N=24_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=24_m=1_instance_2_3_property_N=24_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   8.438e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   7.031e-01 |          100.0000 ‖
‖         6 |     28 |                  4 |   5.540e-01 |           86.2516 ‖
‖         7 |     44 |                 16 |   5.043e-01 |           68.7500 ‖
‖         8 |     59 |                 45 |   5.661e-01 |           45.3264 ‖
‖         9 |     93 |                 69 |   3.879e-01 |           36.3281 ‖
‖        10 |    117 |                138 |   3.427e-01 |           22.6682 ‖
‖        11 |     41 |                329 |   2.444e-01 |            3.8981 ‖
‖        12 |     73 |                337 |   2.520e-01 |            3.5645 ‖
‖        13 |      0 |                483 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 5.184 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=24_m=1_instance_2_3.onnx -- vnnlib/property_N=24_3.vnnlib: unsat
--- Verification time: 5.2161 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (13/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_0.onnx,vnnlib/property_N=32_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_0.onnx,vnnlib/property_N=32_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=32_m=1_instance_3_0_property_N=32_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         3 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.301 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=32_m=1_instance_3_0.onnx -- vnnlib/property_N=32_0.vnnlib: sat
--- Verification time: 0.3695 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (14/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_1.onnx,vnnlib/property_N=32_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_1.onnx,vnnlib/property_N=32_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=32_m=1_instance_3_1_property_N=32_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.063 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=32_m=1_instance_3_1.onnx -- vnnlib/property_N=32_1.vnnlib: sat
--- Verification time: 0.1290 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (15/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_2.onnx,vnnlib/property_N=32_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_2.onnx,vnnlib/property_N=32_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=32_m=1_instance_3_2_property_N=32_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     15 |                  1 |   5.167e-01 |           93.7500 ‖
‖         6 |     24 |                  7 |   4.062e-01 |           75.0000 ‖
‖         7 |     34 |                 21 |   3.290e-01 |           53.1250 ‖
‖         8 |     41 |                 48 |   2.032e-01 |           31.2383 ‖
‖         9 |     36 |                 93 |   1.938e-01 |           13.5881 ‖
‖        10 |      8 |                155 |   1.236e-01 |            1.4960 ‖
‖        11 |      6 |                164 |   1.328e-01 |            0.5859 ‖
‖        12 |      0 |                176 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 5.977 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=32_m=1_instance_3_2.onnx -- vnnlib/property_N=32_2.vnnlib: unsat
--- Verification time: 6.0428 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (16/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_3.onnx,vnnlib/property_N=32_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=32_m=1_instance_3_3.onnx,vnnlib/property_N=32_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=32_m=1_instance_3_3_property_N=32_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.312e-01 |          100.0000 ‖
‖         6 |     28 |                  4 |   4.018e-01 |           87.5000 ‖
‖         7 |     42 |                 18 |   3.229e-01 |           65.6250 ‖
‖         8 |     46 |                 56 |   3.016e-01 |           35.9375 ‖
‖         9 |     37 |                111 |   1.873e-01 |           13.6168 ‖
‖        10 |     36 |                147 |   1.849e-01 |            7.0312 ‖
‖        11 |     10 |                209 |   1.328e-01 |            0.9766 ‖
‖        12 |     19 |                210 |   1.289e-01 |            0.9277 ‖
‖        13 |      0 |                248 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 8.802 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=32_m=1_instance_3_3.onnx -- vnnlib/property_N=32_3.vnnlib: unsat
--- Verification time: 8.8693 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (17/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_0.onnx,vnnlib/property_N=40_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_0.onnx,vnnlib/property_N=40_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=40_m=1_instance_4_0_property_N=40_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     15 |                  1 |   5.167e-01 |           93.7500 ‖
‖         6 |     21 |                 10 |   4.107e-01 |           65.6250 ‖
‖         7 |     29 |                 23 |   3.513e-01 |           45.3125 ‖
‖         8 |     26 |                 55 |   2.596e-01 |           20.3125 ‖
‖         9 |     33 |                 74 |   2.391e-01 |           12.8906 ‖
‖        10 |     11 |                129 |   2.578e-01 |            2.1484 ‖
‖        11 |      0 |                151 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 16.446 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=40_m=1_instance_4_0.onnx -- vnnlib/property_N=40_0.vnnlib: unsat
--- Verification time: 16.6065 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (18/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_1.onnx,vnnlib/property_N=40_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_1.onnx,vnnlib/property_N=40_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=40_m=1_instance_4_1_property_N=40_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
‖         6 |     31 |                  1 |   3.908e-01 |           93.8444 ‖
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
--- OOM error: half batchSize 512...
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
--- OOM error: half batchSize 256...
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
--- OOM error: half batchSize 128...
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
--- OOM error: half batchSize 64...
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
--- OOM error: half batchSize 32...
‖         7 |     46 |                 16 |   2.894e-01 |           71.8750 ‖
‖         8 |     44 |                 50 |   2.351e-01 |           45.3125 ‖
‖         9 |     55 |                 71 |   2.028e-01 |           33.5938 ‖
‖        10 |     69 |                 89 |   1.667e-01 |           27.7344 ‖
‖        11 |     73 |                117 |   1.473e-01 |           20.1429 ‖
‖        12 |     64 |                158 |   1.154e-01 |           15.7484 ‖
‖        13 |     53 |                201 |   9.987e-02 |           10.9144 ‖
‖        14 |     37 |                248 |   8.678e-02 |            5.5176 ‖
‖        15 |     24 |                293 |   7.292e-02 |            2.4902 ‖
‖        16 |      6 |                335 |   6.250e-02 |            0.4395 ‖
‖        17 |      0 |                347 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 46.271 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=40_m=1_instance_4_1.onnx -- vnnlib/property_N=40_1.vnnlib: unsat
--- Verification time: 46.4481 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (19/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_2.onnx,vnnlib/property_N=40_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_2.onnx,vnnlib/property_N=40_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=40_m=1_instance_4_2_property_N=40_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.312e-01 |          100.0000 ‖
‖         6 |     28 |                  4 |   3.750e-01 |           87.5000 ‖
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
--- OOM error: half batchSize 512...
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
--- OOM error: half batchSize 256...
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
--- OOM error: half batchSize 128...
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
--- OOM error: half batchSize 64...
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
--- OOM error: half batchSize 32...
‖         7 |     46 |                 14 |   2.758e-01 |           71.8750 ‖
‖         8 |     50 |                 42 |   2.275e-01 |           50.0000 ‖
‖         9 |     60 |                 64 |   2.104e-01 |           37.1094 ‖
‖        10 |     71 |                 85 |   2.148e-01 |           28.9062 ‖
‖        11 |     67 |                121 |   1.777e-01 |           20.3125 ‖
‖        12 |     49 |                171 |   1.936e-01 |           13.4766 ‖
‖        13 |     25 |                227 |   1.598e-01 |            6.2988 ‖
‖        14 |      9 |                268 |   1.076e-01 |            1.0742 ‖
‖        15 |      0 |                286 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 38.772 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=40_m=1_instance_4_2.onnx -- vnnlib/property_N=40_2.vnnlib: unsat
--- Verification time: 38.9502 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (20/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_3.onnx,vnnlib/property_N=40_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=40_m=1_instance_4_3.onnx,vnnlib/property_N=40_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=40_m=1_instance_4_3_property_N=40_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.052 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=40_m=1_instance_4_3.onnx -- vnnlib/property_N=40_3.vnnlib: sat
--- Verification time: 0.2234 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (21/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_0.onnx,vnnlib/property_N=48_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_0.onnx,vnnlib/property_N=48_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=48_m=1_instance_5_0_property_N=48_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.232 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=48_m=1_instance_5_0.onnx -- vnnlib/property_N=48_0.vnnlib: sat
--- Verification time: 0.5831 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (22/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_1.onnx,vnnlib/property_N=48_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_1.onnx,vnnlib/property_N=48_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=48_m=1_instance_5_1_property_N=48_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.280 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=48_m=1_instance_5_1.onnx -- vnnlib/property_N=48_1.vnnlib: sat
--- Verification time: 0.6206 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (23/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_2.onnx,vnnlib/property_N=48_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_2.onnx,vnnlib/property_N=48_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=48_m=1_instance_5_2_property_N=48_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.156e-01 |          100.0000 ‖
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 512...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 256...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 128...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 64...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 32...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
--- OOM error: half batchSize 16...
‖         6 |     27 |                  5 |   3.750e-01 |           84.3750 ‖
‖         7 |     27 |                 21 |   3.056e-01 |           59.3750 ‖
‖         8 |     26 |                 38 |   2.548e-01 |           39.8438 ‖
‖         9 |     22 |                 58 |   2.401e-01 |           28.9062 ‖
‖        10 |     20 |                 76 |   2.000e-01 |           18.7500 ‖
‖        11 |     15 |                 97 |   1.750e-01 |            9.7656 ‖
‖        12 |     17 |                110 |   1.397e-01 |            5.0781 ‖
‖        13 |     11 |                132 |   1.264e-01 |            2.0508 ‖
‖        14 |      4 |                150 |   7.617e-02 |            0.3418 ‖
‖        15 |      4 |                154 |   7.031e-02 |            0.1953 ‖
‖        16 |      0 |                162 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 41.223 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=48_m=1_instance_5_2.onnx -- vnnlib/property_N=48_2.vnnlib: unsat
--- Verification time: 41.5734 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (24/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_3.onnx,vnnlib/property_N=48_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=48_m=1_instance_5_3.onnx,vnnlib/property_N=48_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=48_m=1_instance_5_3_property_N=48_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.213 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=48_m=1_instance_5_3.onnx -- vnnlib/property_N=48_3.vnnlib: sat
--- Verification time: 0.5716 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (25/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_0.onnx,vnnlib/property_N=56_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_0.onnx,vnnlib/property_N=56_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=56_m=1_instance_6_0_property_N=56_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   8.438e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 512...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 256...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 128...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 64...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 32...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 16...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
--- OOM error: half batchSize 8...
‖         5 |     16 |                  0 |   6.875e-01 |          100.0000 ‖
‖         5 |      8 |                  0 |   6.328e-01 |           50.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 9.949 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=56_m=1_instance_6_0.onnx -- vnnlib/property_N=56_0.vnnlib: sat
--- Verification time: 10.5884 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (26/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_1.onnx,vnnlib/property_N=56_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_1.onnx,vnnlib/property_N=56_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=56_m=1_instance_6_1_property_N=56_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.250e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   9.375e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 512...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 256...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 128...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 64...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 32...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 16...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
--- OOM error: half batchSize 8...
‖         5 |     16 |                  0 |   6.641e-01 |          100.0000 ‖
‖         6 |     22 |                  2 |   6.023e-01 |           93.7500 ‖
‖         7 |     30 |                  2 |   6.042e-01 |           93.7500 ‖
‖         8 |     37 |                  3 |   6.115e-01 |           90.6250 ‖
‖         9 |     44 |                  4 |   5.234e-01 |           89.0625 ‖
‖        10 |     44 |                 12 |   4.895e-01 |           80.6641 ‖
‖        11 |     41 |                 23 |   4.880e-01 |           75.1953 ‖
‖        12 |     40 |                 32 |   4.783e-01 |           65.0391 ‖
‖        13 |     42 |                 38 |   4.972e-01 |           60.3516 ‖
‖        14 |     47 |                 41 |   4.769e-01 |           55.6641 ‖
‖        15 |     52 |                 44 |   4.268e-01 |           50.9766 ‖
‖        16 |     59 |                 45 |   3.729e-01 |           49.4141 ‖
‖        17 |     66 |                 46 |   3.368e-01 |           48.6328 ‖
‖        18 |     67 |                 53 |   3.198e-01 |           44.5312 ‖
‖        19 |     68 |                 60 |   3.024e-01 |           43.8477 ‖
‖        20 |     64 |                 72 |   3.003e-01 |           40.6250 ‖
‖        21 |     64 |                 80 |   2.958e-01 |           37.7930 ‖
‖        22 |     68 |                 84 |   2.802e-01 |           35.0586 ‖
‖        23 |     68 |                 92 |   2.847e-01 |           32.1289 ‖
‖        24 |     76 |                 92 |   2.560e-01 |           32.1289 ‖
‖        25 |     78 |                 98 |   2.401e-01 |           29.8828 ‖
‖        26 |     76 |                108 |   2.299e-01 |           25.4883 ‖
‖        27 |     80 |                112 |   2.175e-01 |           24.6094 ‖
‖        28 |     76 |                124 |   2.088e-01 |           23.4375 ‖
‖        29 |     71 |                137 |   2.063e-01 |           21.1914 ‖
‖        30 |     69 |                147 |   2.003e-01 |           20.2148 ‖
‖        31 |     67 |                157 |   1.925e-01 |           18.0664 ‖
‖        32 |     63 |                169 |   1.881e-01 |           17.0898 ‖
‖        33 |     66 |                174 |   1.795e-01 |           16.0156 ‖
‖        34 |     64 |                184 |   1.805e-01 |           15.5273 ‖
‖        35 |     60 |                196 |   1.738e-01 |           14.1357 ‖
‖        36 |     64 |                200 |   1.685e-01 |           13.5376 ‖
‖        37 |     61 |                211 |   1.665e-01 |           12.6343 ‖
‖        38 |     60 |                220 |   1.622e-01 |           11.8042 ‖
‖        39 |     55 |                233 |   1.624e-01 |           10.8276 ‖
‖        40 |     47 |                249 |   1.620e-01 |            9.6558 ‖
‖        41 |     41 |                263 |   1.548e-01 |            8.1299 ‖
‖        42 |     35 |                277 |   1.482e-01 |            7.3242 ‖
‖        43 |     29 |                291 |   1.514e-01 |            6.1523 ‖
‖        44 |     23 |                305 |   1.440e-01 |            5.0781 ‖
‖        45 |     23 |                313 |   1.338e-01 |            3.8086 ‖
‖        46 |     20 |                324 |   1.168e-01 |            2.6367 ‖
‖        47 |     16 |                336 |   1.101e-01 |            2.0996 ‖
‖        48 |     20 |                340 |   1.115e-01 |            1.6113 ‖
‖        49 |     26 |                342 |   1.167e-01 |            1.5625 ‖
‖        50 |     27 |                349 |   1.225e-01 |            1.3184 ‖
‖        51 |     27 |                357 |   1.168e-01 |            1.0010 ‖
‖        52 |     35 |                357 |   1.186e-01 |            1.0010 ‖
‖        53 |     43 |                357 |   1.198e-01 |            1.0010 ‖
‖        54 |     43 |                365 |   1.197e-01 |            0.9521 ‖
‖        55 |     44 |                372 |   1.168e-01 |            0.8667 ‖
‖        56 |     50 |                374 |   1.140e-01 |            0.8545 ‖
‖        57 |     50 |                382 |   1.102e-01 |            0.8179 ‖
‖        58 |     52 |                388 |   1.108e-01 |            0.7996 ‖
‖        59 |     56 |                392 |   1.073e-01 |            0.7751 ‖
‖        60 |     60 |                396 |   1.064e-01 |            0.7507 ‖
‖        61 |     60 |                404 |   1.063e-01 |            0.7019 ‖
‖        62 |     52 |                420 |   1.033e-01 |            0.6042 ‖
‖        63 |     44 |                436 |   9.921e-02 |            0.5066 ‖
‖        64 |     41 |                447 |   9.704e-02 |            0.4028 ‖
‖        65 |     41 |                455 |   9.389e-02 |            0.3540 ‖
‖        66 |     41 |                463 |   8.777e-02 |            0.3235 ‖
‖        67 |     37 |                475 |   8.369e-02 |            0.2869 ‖
‖        68 |     43 |                477 |   7.783e-02 |            0.2747 ‖
‖        69 |     39 |                489 |   7.930e-02 |            0.2502 ‖
‖        70 |     35 |                501 |   7.402e-02 |            0.2136 ‖
‖        71 |     27 |                517 |   7.715e-02 |            0.1648 ‖
‖        72 |     27 |                525 |   6.785e-02 |            0.1343 ‖
‖        73 |     23 |                537 |   6.322e-02 |            0.1038 ‖
‖        74 |     19 |                549 |   6.319e-02 |            0.0824 ‖
‖        75 |     17 |                559 |   6.313e-02 |            0.0671 ‖
‖        76 |     11 |                573 |   6.317e-02 |            0.0458 ‖
‖        77 |      3 |                589 |   6.348e-02 |            0.0183 ‖
‖        78 |      0 |                595 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 349.496 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=56_m=1_instance_6_1.onnx -- vnnlib/property_N=56_1.vnnlib: unsat
--- Verification time: 350.1350 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (27/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_2.onnx,vnnlib/property_N=56_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_2.onnx,vnnlib/property_N=56_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=56_m=1_instance_6_2_property_N=56_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.000e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 512...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 256...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 128...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 64...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 32...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 16...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
--- OOM error: half batchSize 8...
‖         5 |     16 |                  0 |   5.781e-01 |          100.0000 ‖
‖         6 |     24 |                  0 |   4.792e-01 |          100.0000 ‖
‖         7 |     29 |                  3 |   4.073e-01 |           92.1875 ‖
‖         8 |     36 |                  4 |   3.750e-01 |           91.4062 ‖
‖         9 |     38 |                 10 |   3.388e-01 |           82.0312 ‖
‖        10 |     44 |                 12 |   3.203e-01 |           79.6875 ‖
‖        11 |     46 |                 18 |   2.982e-01 |           74.6094 ‖
‖        12 |     53 |                 19 |   2.807e-01 |           73.8281 ‖
‖        13 |     52 |                 28 |   2.710e-01 |           68.3594 ‖
‖        14 |     53 |                 35 |   2.476e-01 |           61.3281 ‖
‖        15 |     53 |                 43 |   2.468e-01 |           58.7891 ‖
‖        16 |     57 |                 47 |   2.344e-01 |           56.4453 ‖
‖        17 |     55 |                 57 |   2.273e-01 |           50.3906 ‖
‖        18 |     55 |                 65 |   2.216e-01 |           47.7739 ‖
‖        19 |     58 |                 70 |   2.102e-01 |           45.4301 ‖
‖        20 |     61 |                 75 |   1.947e-01 |           43.8676 ‖
‖        21 |     59 |                 85 |   1.931e-01 |           41.5239 ‖
‖        22 |     60 |                 92 |   1.878e-01 |           38.9848 ‖
‖        23 |     60 |                100 |   1.855e-01 |           38.0571 ‖
‖        24 |     62 |                106 |   1.765e-01 |           35.7133 ‖
‖        25 |     59 |                117 |   1.765e-01 |           33.3696 ‖
‖        26 |     58 |                126 |   1.671e-01 |           30.2446 ‖
‖        27 |     61 |                131 |   1.597e-01 |           29.4633 ‖
‖        28 |     61 |                139 |   1.615e-01 |           28.3891 ‖
‖        29 |     63 |                145 |   1.534e-01 |           25.2641 ‖
‖        30 |     63 |                153 |   1.424e-01 |           23.1157 ‖
‖        31 |     61 |                162 |   1.399e-01 |           21.4355 ‖
‖        32 |     61 |                170 |   1.345e-01 |           19.9707 ‖
‖        33 |     60 |                179 |   1.300e-01 |           18.4082 ‖
‖        34 |     65 |                182 |   1.267e-01 |           17.6270 ‖
‖        35 |     70 |                185 |   1.230e-01 |           16.4551 ‖
‖        36 |     66 |                197 |   1.207e-01 |           15.4297 ‖
‖        37 |     69 |                202 |   1.182e-01 |           14.7461 ‖
‖        38 |     68 |                211 |   1.151e-01 |           12.9031 ‖
‖        39 |     68 |                219 |   1.132e-01 |           11.8289 ‖
‖        40 |     69 |                226 |   1.137e-01 |           11.4383 ‖
‖        41 |     72 |                231 |   1.135e-01 |           11.1941 ‖
‖        42 |     76 |                235 |   1.122e-01 |           10.9256 ‖
‖        43 |     78 |                241 |   1.115e-01 |            9.9490 ‖
‖        44 |     81 |                246 |   1.084e-01 |            9.2654 ‖
‖        45 |     74 |                261 |   1.073e-01 |            8.9663 ‖
‖        46 |     68 |                275 |   1.085e-01 |            8.6688 ‖
‖        47 |     69 |                282 |   1.069e-01 |            8.2766 ‖
‖        48 |     66 |                293 |   1.038e-01 |            7.0559 ‖
‖        49 |     70 |                297 |   1.026e-01 |            6.7141 ‖
‖        50 |     67 |                308 |   1.002e-01 |            6.2747 ‖
‖        51 |     63 |                320 |   9.687e-02 |            5.7376 ‖
‖        52 |     57 |                334 |   9.761e-02 |            5.2981 ‖
‖        53 |     50 |                349 |   9.838e-02 |            4.3704 ‖
‖        54 |     48 |                358 |   9.536e-02 |            3.6987 ‖
‖        55 |     45 |                369 |   9.225e-02 |            2.9419 ‖
‖        56 |     37 |                385 |   8.940e-02 |            1.9653 ‖
‖        57 |     33 |                397 |   9.206e-02 |            1.5747 ‖
‖        58 |     33 |                405 |   1.008e-01 |            1.4771 ‖
‖        59 |     34 |                412 |   1.089e-01 |            1.3794 ‖
‖        60 |     42 |                412 |   1.120e-01 |            1.3794 ‖
‖        61 |     46 |                416 |   1.124e-01 |            0.9888 ‖
‖        62 |     44 |                426 |   1.116e-01 |            0.8850 ‖
‖        63 |     36 |                442 |   1.152e-01 |            0.7812 ‖
‖        64 |     30 |                456 |   1.163e-01 |            0.2899 ‖
‖        65 |     30 |                464 |   1.187e-01 |            0.1892 ‖
‖        66 |     36 |                466 |   1.221e-01 |            0.1648 ‖
‖        67 |     32 |                478 |   1.217e-01 |            0.1556 ‖
‖        68 |     24 |                494 |   1.206e-01 |            0.1434 ‖
‖        69 |     24 |                502 |   1.206e-01 |            0.1373 ‖
‖        70 |     20 |                514 |   1.197e-01 |            0.1282 ‖
‖        71 |     12 |                530 |   1.251e-01 |            0.0214 ‖
‖        72 |      8 |                542 |   1.251e-01 |            0.0122 ‖
‖        73 |      0 |                558 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 367.876 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=56_m=1_instance_6_2.onnx -- vnnlib/property_N=56_2.vnnlib: unsat
--- Verification time: 368.6046 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (28/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_3.onnx,vnnlib/property_N=56_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=56_m=1_instance_6_3.onnx,vnnlib/property_N=56_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=56_m=1_instance_6_3_property_N=56_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.200 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=56_m=1_instance_6_3.onnx -- vnnlib/property_N=56_3.vnnlib: sat
--- Verification time: 0.9635 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (29/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_0.onnx,vnnlib/property_N=64_0.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_0.onnx,vnnlib/property_N=64_0.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=64_m=1_instance_7_0_property_N=64_0.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 1.012 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=64_m=1_instance_7_0.onnx -- vnnlib/property_N=64_0.vnnlib: sat
--- Verification time: 2.3435 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (30/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_1.onnx,vnnlib/property_N=64_1.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_1.onnx,vnnlib/property_N=64_1.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=64_m=1_instance_7_1_property_N=64_1.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         3 |      4 |                  0 |   1.125e+00 |          100.0000 ‖
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 512...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 256...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 128...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 64...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 32...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 16...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 8...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
--- OOM error: half batchSize 4...
‖         4 |      8 |                  0 |   7.500e-01 |          100.0000 ‖
‖         5 |     12 |                  0 |   6.250e-01 |          100.0000 ‖
‖         6 |     16 |                  0 |   5.312e-01 |          100.0000 ‖
‖         7 |     18 |                  2 |   4.861e-01 |           93.7500 ‖
‖         8 |     22 |                  2 |   4.330e-01 |           90.6419 ‖
‖         9 |     22 |                  6 |   4.046e-01 |           84.3919 ‖
‖        10 |     25 |                  7 |   3.611e-01 |           81.2669 ‖
‖        11 |     25 |                 11 |   3.461e-01 |           73.4544 ‖
‖        12 |     21 |                 19 |   3.435e-01 |           62.5169 ‖
‖        13 |     22 |                 22 |   3.279e-01 |           60.1731 ‖
‖        14 |     26 |                 22 |   3.111e-01 |           60.1731 ‖
‖        15 |     28 |                 24 |   2.978e-01 |           58.6106 ‖
‖        16 |     29 |                 26 |   2.953e-01 |           57.0312 ‖
‖        17 |     28 |                 31 |   2.812e-01 |           51.5625 ‖
‖        18 |     29 |                 34 |   2.802e-01 |           50.0000 ‖
‖        19 |     31 |                 36 |   2.702e-01 |           48.4375 ‖
‖        20 |     35 |                 36 |   2.554e-01 |           48.4375 ‖
‖        21 |     32 |                 43 |   2.520e-01 |           44.5312 ‖
‖        22 |     28 |                 51 |   2.522e-01 |           38.2812 ‖
‖        23 |     28 |                 55 |   2.478e-01 |           36.7188 ‖
‖        24 |     32 |                 55 |   2.324e-01 |           36.7188 ‖
‖        25 |     33 |                 58 |   2.254e-01 |           35.1562 ‖
‖        26 |     32 |                 63 |   2.168e-01 |           31.2500 ‖
‖        27 |     34 |                 65 |   2.169e-01 |           30.4688 ‖
‖        28 |     34 |                 69 |   2.151e-01 |           28.9062 ‖
‖        29 |     33 |                 74 |   2.045e-01 |           25.7812 ‖
‖        30 |     36 |                 75 |   1.975e-01 |           25.5859 ‖
‖        31 |     34 |                 81 |   1.926e-01 |           22.8516 ‖
‖        32 |     32 |                 87 |   1.890e-01 |           20.5078 ‖
‖        33 |     32 |                 91 |   1.890e-01 |           19.3359 ‖
‖        34 |     32 |                 95 |   1.772e-01 |           17.7734 ‖
‖        35 |     32 |                 99 |   1.694e-01 |           16.2109 ‖
‖        36 |     29 |                106 |   1.708e-01 |           14.8438 ‖
‖        37 |     25 |                114 |   1.769e-01 |           13.4766 ‖
‖        38 |     21 |                122 |   1.823e-01 |           11.9141 ‖
‖        39 |     17 |                130 |   1.866e-01 |            9.5703 ‖
‖        40 |     17 |                134 |   1.829e-01 |            8.7891 ‖
‖        41 |     16 |                139 |   1.807e-01 |            7.6172 ‖
‖        42 |     12 |                147 |   1.888e-01 |            6.0547 ‖
‖        43 |      8 |                155 |   1.816e-01 |            3.9062 ‖
‖        44 |      5 |                162 |   1.625e-01 |            2.3438 ‖
‖        45 |      2 |                169 |   1.641e-01 |            0.9766 ‖
‖        46 |      2 |                171 |   1.250e-01 |            0.7812 ‖
‖        47 |      1 |                174 |   9.375e-02 |            0.1953 ‖
‖        48 |      0 |                176 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: VERIFIED (time: 245.853 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=64_m=1_instance_7_1.onnx -- vnnlib/property_N=64_1.vnnlib: unsat
--- Verification time: 247.1468 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (31/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_2.onnx,vnnlib/property_N=64_2.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_2.onnx,vnnlib/property_N=64_2.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=64_m=1_instance_7_2_property_N=64_2.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         2 |      2 |                  0 |   1.500e+00 |          100.0000 ‖
‖         2 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 3.218 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=64_m=1_instance_7_2.onnx -- vnnlib/property_N=64_2.vnnlib: sat
--- Verification time: 4.5759 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
__________________________________________________________________
INSTANCE (32/32)
------------------------------------------------------------------
prepare_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_3.onnx,vnnlib/property_N=64_3.vnnlib)...
--- Loading network... done
--- GPU available: 1
--- Loading specification... done
--- Storing MATLAB file... done
______________________________
 neuralNetwork/verify options 
------------------------------
 - GPU: true                                                                                                                                                                                                                                                                                                  
 - Poly. Method: bounds                                     
 - Batchsize: 1024                                                                                                                          
 - Interval Center: false                 
 - Num. init. Generators: Inf 
 - Num. approx. Error (per nonl. Layer): Inf 
 - approx. Error Heuristic: length 
 - Falsification Method: zonotack 
 - Refinement Method: zonotack 
 - Num. of Splits: 2                                                                                  
 - Num. of Dimensions: 1                          
 - Num. of Neuron-Splits: 0     
 - Num. of ReLU-Tightening Constraints: 0 
______________________________

run_instance(tllverifybench_2023,onnx/tllBench_n=2_N=M=64_m=1_instance_7_3.onnx,vnnlib/property_N=64_3.vnnlib,/home/lukas/phd/04-ss25/zonotack-paper/02-iclr26/evaluation/./results/250903-165622/cora/2024_tllverifybench_2023/tllBench_n=2_N=M=64_m=1_instance_7_3_property_N=64_3.counterexample,600,1)...
--- Loading MATLAB file... done
--- Deleting MATLAB file... done
--- Running verification...

‖===========================================================================‖
‖ Iteration | #Queue | #Verified Branches | avg. Radius | ~Unknown Vol. [%] ‖
‖===========================================================================‖
‖         1 |      1 |                  0 |   2.000e+00 |          100.0000 ‖
‖         1 |      0 |                  0 |   0.000e+00 |            0.0000 ‖
‖===========================================================================‖

--- Result: COUNTEREXAMPLE (time: 0.418 [s])
 done (specification 1/1)
Writing results...
--- opening results file ... done
--- writing file ... done
onnx/tllBench_n=2_N=M=64_m=1_instance_7_3.onnx -- vnnlib/property_N=64_3.vnnlib: sat
--- Verification time: 1.6758 / 600.0000 [s]
------------------------------------------------------------------
__________________________________________________________________
_______
 Stats 
-------
 - avg. #Verified Branches: 110.2188 
 - avg. Time: 36.1078 
_______

_______________________________________
 BENCHMARK tllverifybench_2023 RESULTS 
---------------------------------------
 - #Verified: 15/32 [46.9%]                                                                                                                          
 - #Falsified: 17/32 [53.1%]                                                                                                     
 - #Unknown: 0/32 [0.0%]                                                                                                                                                                                                     
---------------------------------------
 - Solved: 32/32 [100.0%]                                                                                                                                                                          
_______________________________________

__________________________________________________________________
 
'run_benchmarks' was run successfully!
 
------------------------------------------------------------------
 
Completed!
Date: 03-Sep-2025 18:28:27
