Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 18.76
Ratio, Upper bound for zonotope_kmeans: 0.100 17.10
Ratio, Upper bound for zonotope_kmeans: 0.100 18.33
Ratio, Upper bound for zonotope_kmeans: 0.100 17.30
Ratio, Upper bound for zonotope_kmeans: 0.100 18.63
Ratio, Upper bound for zonotope_kmeans: 0.100 17.25
Ratio, Upper bound for zonotope_kmeans: 0.100 18.43
Ratio, Upper bound for zonotope_kmeans: 0.100 17.34
Ratio, Upper bound for zonotope_kmeans: 0.100 18.89
Ratio, Upper bound for zonotope_kmeans: 0.100 17.14
Ratio, Upper bound for zonotope_kmeans: 0.050 17.74
Ratio, Upper bound for zonotope_kmeans: 0.050 16.27
Ratio, Upper bound for zonotope_kmeans: 0.050 17.45
Ratio, Upper bound for zonotope_kmeans: 0.050 16.08
Ratio, Upper bound for zonotope_kmeans: 0.050 17.34
Ratio, Upper bound for zonotope_kmeans: 0.050 16.32
Ratio, Upper bound for zonotope_kmeans: 0.050 17.50
Ratio, Upper bound for zonotope_kmeans: 0.050 16.06
Ratio, Upper bound for zonotope_kmeans: 0.050 17.62
Ratio, Upper bound for zonotope_kmeans: 0.050 15.96
Ratio, Upper bound for zonotope_kmeans: 0.025 16.79
Ratio, Upper bound for zonotope_kmeans: 0.025 15.46
Ratio, Upper bound for zonotope_kmeans: 0.025 16.71
Ratio, Upper bound for zonotope_kmeans: 0.025 15.48
Ratio, Upper bound for zonotope_kmeans: 0.025 16.74
Ratio, Upper bound for zonotope_kmeans: 0.025 15.47
Ratio, Upper bound for zonotope_kmeans: 0.025 16.76
Ratio, Upper bound for zonotope_kmeans: 0.025 15.45
Ratio, Upper bound for zonotope_kmeans: 0.025 16.72
Ratio, Upper bound for zonotope_kmeans: 0.025 15.34
Ratio, Upper bound for zonotope_kmeans: 0.010 16.30
Ratio, Upper bound for zonotope_kmeans: 0.010 14.86
Ratio, Upper bound for zonotope_kmeans: 0.010 16.14
Ratio, Upper bound for zonotope_kmeans: 0.010 14.85
Ratio, Upper bound for zonotope_kmeans: 0.010 16.13
Ratio, Upper bound for zonotope_kmeans: 0.010 14.85
Ratio, Upper bound for zonotope_kmeans: 0.010 16.30
Ratio, Upper bound for zonotope_kmeans: 0.010 14.86
Ratio, Upper bound for zonotope_kmeans: 0.010 16.28
Ratio, Upper bound for zonotope_kmeans: 0.010 14.86
Ratio, Upper bound for zonotope_kmeans: 0.005 15.93
Ratio, Upper bound for zonotope_kmeans: 0.005 14.67
Ratio, Upper bound for zonotope_kmeans: 0.005 15.93
Ratio, Upper bound for zonotope_kmeans: 0.005 14.67
Ratio, Upper bound for zonotope_kmeans: 0.005 15.93
Ratio, Upper bound for zonotope_kmeans: 0.005 14.67
Ratio, Upper bound for zonotope_kmeans: 0.005 15.93
Ratio, Upper bound for zonotope_kmeans: 0.005 14.67
Ratio, Upper bound for zonotope_kmeans: 0.005 15.93
Ratio, Upper bound for zonotope_kmeans: 0.005 14.67
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Test accuracy: 1.000 99.55
Ratio, Val accuracy: 0.100 99.49
Ratio, Val accuracy: 0.100 99.52
Ratio, Val accuracy: 0.100 99.52
Ratio, Val accuracy: 0.100 99.55
Ratio, Val accuracy: 0.100 99.55
Ratio, Test accuracy: 0.100 99.55
Ratio, Val accuracy: 0.050 99.49
Ratio, Val accuracy: 0.050 99.49
Ratio, Val accuracy: 0.050 99.58
Ratio, Val accuracy: 0.050 99.58
Ratio, Val accuracy: 0.050 99.58
Ratio, Test accuracy: 0.050 99.55
Ratio, Val accuracy: 0.025 99.49
Ratio, Val accuracy: 0.025 99.52
Ratio, Val accuracy: 0.025 99.52
Ratio, Val accuracy: 0.025 99.52
Ratio, Val accuracy: 0.025 99.52
Ratio, Test accuracy: 0.025 99.65
Ratio, Val accuracy: 0.010 99.52
Ratio, Val accuracy: 0.010 99.52
Ratio, Val accuracy: 0.010 99.55
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Test accuracy: 0.010 99.65
Ratio, Val accuracy: 0.005 98.64
Ratio, Val accuracy: 0.005 98.64
Ratio, Val accuracy: 0.005 98.64
Ratio, Val accuracy: 0.005 98.64
Ratio, Val accuracy: 0.005 98.64
Ratio, Test accuracy: 0.005 99.10
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 205.88
Ratio, Upper bound for neural_path_kmeans: 0.100 168.47
Ratio, Upper bound for neural_path_kmeans: 0.100 182.71
Ratio, Upper bound for neural_path_kmeans: 0.100 280.29
Ratio, Upper bound for neural_path_kmeans: 0.100 208.32
Ratio, Upper bound for neural_path_kmeans: 0.050 101.35
Ratio, Upper bound for neural_path_kmeans: 0.050 91.33
Ratio, Upper bound for neural_path_kmeans: 0.050 94.80
Ratio, Upper bound for neural_path_kmeans: 0.050 95.38
Ratio, Upper bound for neural_path_kmeans: 0.050 93.27
Ratio, Upper bound for neural_path_kmeans: 0.025 61.16
Ratio, Upper bound for neural_path_kmeans: 0.025 59.37
Ratio, Upper bound for neural_path_kmeans: 0.025 62.12
Ratio, Upper bound for neural_path_kmeans: 0.025 62.59
Ratio, Upper bound for neural_path_kmeans: 0.025 61.74
Ratio, Upper bound for neural_path_kmeans: 0.010 42.97
Ratio, Upper bound for neural_path_kmeans: 0.010 44.70
Ratio, Upper bound for neural_path_kmeans: 0.010 43.82
Ratio, Upper bound for neural_path_kmeans: 0.010 42.84
Ratio, Upper bound for neural_path_kmeans: 0.010 43.65
Ratio, Upper bound for neural_path_kmeans: 0.005 37.69
Ratio, Upper bound for neural_path_kmeans: 0.005 37.76
Ratio, Upper bound for neural_path_kmeans: 0.005 38.11
Ratio, Upper bound for neural_path_kmeans: 0.005 37.94
Ratio, Upper bound for neural_path_kmeans: 0.005 37.15
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Test accuracy: 1.000 99.55
Ratio, Val accuracy: 0.100 99.10
Ratio, Val accuracy: 0.100 99.15
Ratio, Val accuracy: 0.100 99.55
Ratio, Val accuracy: 0.100 99.55
Ratio, Val accuracy: 0.100 99.55
Ratio, Test accuracy: 0.100 99.65
Ratio, Val accuracy: 0.050 98.81
Ratio, Val accuracy: 0.050 98.81
Ratio, Val accuracy: 0.050 99.29
Ratio, Val accuracy: 0.050 99.29
Ratio, Val accuracy: 0.050 99.46
Ratio, Test accuracy: 0.050 99.55
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.52
Ratio, Val accuracy: 0.025 99.52
Ratio, Test accuracy: 0.025 99.60
Ratio, Val accuracy: 0.010 97.34
Ratio, Val accuracy: 0.010 97.34
Ratio, Val accuracy: 0.010 97.34
Ratio, Val accuracy: 0.010 98.73
Ratio, Val accuracy: 0.010 99.12
Ratio, Test accuracy: 0.010 99.45
Ratio, Val accuracy: 0.005 99.46
Ratio, Val accuracy: 0.005 99.49
Ratio, Val accuracy: 0.005 99.49
Ratio, Val accuracy: 0.005 99.49
Ratio, Val accuracy: 0.005 99.49
Ratio, Test accuracy: 0.005 99.50
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 17.07
Ratio, Upper bound for zonotope_kmeans: 0.100 19.55
Ratio, Upper bound for zonotope_kmeans: 0.100 16.92
Ratio, Upper bound for zonotope_kmeans: 0.100 19.59
Ratio, Upper bound for zonotope_kmeans: 0.100 16.79
Ratio, Upper bound for zonotope_kmeans: 0.100 20.05
Ratio, Upper bound for zonotope_kmeans: 0.100 16.70
Ratio, Upper bound for zonotope_kmeans: 0.100 19.44
Ratio, Upper bound for zonotope_kmeans: 0.100 16.77
Ratio, Upper bound for zonotope_kmeans: 0.100 19.82
Ratio, Upper bound for zonotope_kmeans: 0.050 15.97
Ratio, Upper bound for zonotope_kmeans: 0.050 18.40
Ratio, Upper bound for zonotope_kmeans: 0.050 15.78
Ratio, Upper bound for zonotope_kmeans: 0.050 18.46
Ratio, Upper bound for zonotope_kmeans: 0.050 15.66
Ratio, Upper bound for zonotope_kmeans: 0.050 18.41
Ratio, Upper bound for zonotope_kmeans: 0.050 15.71
Ratio, Upper bound for zonotope_kmeans: 0.050 18.42
Ratio, Upper bound for zonotope_kmeans: 0.050 15.74
Ratio, Upper bound for zonotope_kmeans: 0.050 18.31
Ratio, Upper bound for zonotope_kmeans: 0.025 15.25
Ratio, Upper bound for zonotope_kmeans: 0.025 17.72
Ratio, Upper bound for zonotope_kmeans: 0.025 15.40
Ratio, Upper bound for zonotope_kmeans: 0.025 17.70
Ratio, Upper bound for zonotope_kmeans: 0.025 15.19
Ratio, Upper bound for zonotope_kmeans: 0.025 17.80
Ratio, Upper bound for zonotope_kmeans: 0.025 15.45
Ratio, Upper bound for zonotope_kmeans: 0.025 17.69
Ratio, Upper bound for zonotope_kmeans: 0.025 15.25
Ratio, Upper bound for zonotope_kmeans: 0.025 17.64
Ratio, Upper bound for zonotope_kmeans: 0.010 14.69
Ratio, Upper bound for zonotope_kmeans: 0.010 17.27
Ratio, Upper bound for zonotope_kmeans: 0.010 14.67
Ratio, Upper bound for zonotope_kmeans: 0.010 17.33
Ratio, Upper bound for zonotope_kmeans: 0.010 14.69
Ratio, Upper bound for zonotope_kmeans: 0.010 17.38
Ratio, Upper bound for zonotope_kmeans: 0.010 14.69
Ratio, Upper bound for zonotope_kmeans: 0.010 17.37
Ratio, Upper bound for zonotope_kmeans: 0.010 14.69
Ratio, Upper bound for zonotope_kmeans: 0.010 17.33
Ratio, Upper bound for zonotope_kmeans: 0.005 14.49
Ratio, Upper bound for zonotope_kmeans: 0.005 17.00
Ratio, Upper bound for zonotope_kmeans: 0.005 14.49
Ratio, Upper bound for zonotope_kmeans: 0.005 17.00
Ratio, Upper bound for zonotope_kmeans: 0.005 14.49
Ratio, Upper bound for zonotope_kmeans: 0.005 17.00
Ratio, Upper bound for zonotope_kmeans: 0.005 14.49
Ratio, Upper bound for zonotope_kmeans: 0.005 17.00
Ratio, Upper bound for zonotope_kmeans: 0.005 14.49
Ratio, Upper bound for zonotope_kmeans: 0.005 17.00
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Test accuracy: 1.000 99.55
Ratio, Val accuracy: 0.100 99.38
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Test accuracy: 0.100 99.60
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.43
Ratio, Test accuracy: 0.050 99.60
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Test accuracy: 0.025 99.55
Ratio, Val accuracy: 0.010 98.98
Ratio, Val accuracy: 0.010 98.98
Ratio, Val accuracy: 0.010 99.01
Ratio, Val accuracy: 0.010 99.01
Ratio, Val accuracy: 0.010 99.01
Ratio, Test accuracy: 0.010 99.40
Ratio, Val accuracy: 0.005 99.10
Ratio, Val accuracy: 0.005 99.12
Ratio, Val accuracy: 0.005 99.12
Ratio, Val accuracy: 0.005 99.12
Ratio, Val accuracy: 0.005 99.12
Ratio, Test accuracy: 0.005 99.50
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 279.44
Ratio, Upper bound for neural_path_kmeans: 0.100 211.45
Ratio, Upper bound for neural_path_kmeans: 0.100 204.60
Ratio, Upper bound for neural_path_kmeans: 0.100 283.28
Ratio, Upper bound for neural_path_kmeans: 0.100 282.40
Ratio, Upper bound for neural_path_kmeans: 0.050 103.98
Ratio, Upper bound for neural_path_kmeans: 0.050 105.94
Ratio, Upper bound for neural_path_kmeans: 0.050 153.03
Ratio, Upper bound for neural_path_kmeans: 0.050 84.82
Ratio, Upper bound for neural_path_kmeans: 0.050 91.93
Ratio, Upper bound for neural_path_kmeans: 0.025 59.84
Ratio, Upper bound for neural_path_kmeans: 0.025 63.82
Ratio, Upper bound for neural_path_kmeans: 0.025 63.77
Ratio, Upper bound for neural_path_kmeans: 0.025 61.30
Ratio, Upper bound for neural_path_kmeans: 0.025 59.68
Ratio, Upper bound for neural_path_kmeans: 0.010 44.57
Ratio, Upper bound for neural_path_kmeans: 0.010 44.01
Ratio, Upper bound for neural_path_kmeans: 0.010 44.70
Ratio, Upper bound for neural_path_kmeans: 0.010 44.43
Ratio, Upper bound for neural_path_kmeans: 0.010 45.13
Ratio, Upper bound for neural_path_kmeans: 0.005 39.28
Ratio, Upper bound for neural_path_kmeans: 0.005 38.79
Ratio, Upper bound for neural_path_kmeans: 0.005 38.83
Ratio, Upper bound for neural_path_kmeans: 0.005 39.37
Ratio, Upper bound for neural_path_kmeans: 0.005 38.80
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Val accuracy: 1.000 99.49
Ratio, Test accuracy: 1.000 99.55
Ratio, Val accuracy: 0.100 99.10
Ratio, Val accuracy: 0.100 99.15
Ratio, Val accuracy: 0.100 99.15
Ratio, Val accuracy: 0.100 99.21
Ratio, Val accuracy: 0.100 99.21
Ratio, Test accuracy: 0.100 99.50
Ratio, Val accuracy: 0.050 98.67
Ratio, Val accuracy: 0.050 99.21
Ratio, Val accuracy: 0.050 99.21
Ratio, Val accuracy: 0.050 99.21
Ratio, Val accuracy: 0.050 99.21
Ratio, Test accuracy: 0.050 99.60
Ratio, Val accuracy: 0.025 99.01
Ratio, Val accuracy: 0.025 99.26
Ratio, Val accuracy: 0.025 99.26
Ratio, Val accuracy: 0.025 99.26
Ratio, Val accuracy: 0.025 99.26
Ratio, Test accuracy: 0.025 99.65
Ratio, Val accuracy: 0.010 98.70
Ratio, Val accuracy: 0.010 98.76
Ratio, Val accuracy: 0.010 99.18
Ratio, Val accuracy: 0.010 99.18
Ratio, Val accuracy: 0.010 99.18
Ratio, Test accuracy: 0.010 99.50
Ratio, Val accuracy: 0.005 93.55
Ratio, Val accuracy: 0.005 99.38
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.46
Ratio, Test accuracy: 0.005 99.45
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 16.17
Ratio, Upper bound for zonotope_kmeans: 0.100 20.29
Ratio, Upper bound for zonotope_kmeans: 0.100 16.24
Ratio, Upper bound for zonotope_kmeans: 0.100 20.34
Ratio, Upper bound for zonotope_kmeans: 0.100 16.30
Ratio, Upper bound for zonotope_kmeans: 0.100 20.34
Ratio, Upper bound for zonotope_kmeans: 0.100 16.20
Ratio, Upper bound for zonotope_kmeans: 0.100 20.70
Ratio, Upper bound for zonotope_kmeans: 0.100 16.26
Ratio, Upper bound for zonotope_kmeans: 0.100 20.40
Ratio, Upper bound for zonotope_kmeans: 0.050 15.21
Ratio, Upper bound for zonotope_kmeans: 0.050 19.17
Ratio, Upper bound for zonotope_kmeans: 0.050 15.32
Ratio, Upper bound for zonotope_kmeans: 0.050 19.41
Ratio, Upper bound for zonotope_kmeans: 0.050 15.38
Ratio, Upper bound for zonotope_kmeans: 0.050 19.50
Ratio, Upper bound for zonotope_kmeans: 0.050 15.53
Ratio, Upper bound for zonotope_kmeans: 0.050 19.33
Ratio, Upper bound for zonotope_kmeans: 0.050 15.13
Ratio, Upper bound for zonotope_kmeans: 0.050 19.30
Ratio, Upper bound for zonotope_kmeans: 0.025 14.70
Ratio, Upper bound for zonotope_kmeans: 0.025 18.45
Ratio, Upper bound for zonotope_kmeans: 0.025 14.78
Ratio, Upper bound for zonotope_kmeans: 0.025 18.75
Ratio, Upper bound for zonotope_kmeans: 0.025 14.79
Ratio, Upper bound for zonotope_kmeans: 0.025 18.71
Ratio, Upper bound for zonotope_kmeans: 0.025 14.72
Ratio, Upper bound for zonotope_kmeans: 0.025 18.72
Ratio, Upper bound for zonotope_kmeans: 0.025 14.79
Ratio, Upper bound for zonotope_kmeans: 0.025 18.58
Ratio, Upper bound for zonotope_kmeans: 0.010 14.17
Ratio, Upper bound for zonotope_kmeans: 0.010 18.01
Ratio, Upper bound for zonotope_kmeans: 0.010 14.17
Ratio, Upper bound for zonotope_kmeans: 0.010 18.04
Ratio, Upper bound for zonotope_kmeans: 0.010 14.18
Ratio, Upper bound for zonotope_kmeans: 0.010 18.00
Ratio, Upper bound for zonotope_kmeans: 0.010 14.17
Ratio, Upper bound for zonotope_kmeans: 0.010 18.00
Ratio, Upper bound for zonotope_kmeans: 0.010 14.17
Ratio, Upper bound for zonotope_kmeans: 0.010 18.00
Ratio, Upper bound for zonotope_kmeans: 0.005 14.00
Ratio, Upper bound for zonotope_kmeans: 0.005 17.73
Ratio, Upper bound for zonotope_kmeans: 0.005 14.00
Ratio, Upper bound for zonotope_kmeans: 0.005 17.73
Ratio, Upper bound for zonotope_kmeans: 0.005 14.00
Ratio, Upper bound for zonotope_kmeans: 0.005 17.73
Ratio, Upper bound for zonotope_kmeans: 0.005 14.00
Ratio, Upper bound for zonotope_kmeans: 0.005 17.73
Ratio, Upper bound for zonotope_kmeans: 0.005 14.00
Ratio, Upper bound for zonotope_kmeans: 0.005 17.73
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Test accuracy: 1.000 99.35
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.52
Ratio, Val accuracy: 0.100 99.52
Ratio, Test accuracy: 0.100 99.35
Ratio, Val accuracy: 0.050 99.55
Ratio, Val accuracy: 0.050 99.55
Ratio, Val accuracy: 0.050 99.55
Ratio, Val accuracy: 0.050 99.55
Ratio, Val accuracy: 0.050 99.55
Ratio, Test accuracy: 0.050 99.30
Ratio, Val accuracy: 0.025 99.43
Ratio, Val accuracy: 0.025 99.43
Ratio, Val accuracy: 0.025 99.43
Ratio, Val accuracy: 0.025 99.52
Ratio, Val accuracy: 0.025 99.52
Ratio, Test accuracy: 0.025 99.35
Ratio, Val accuracy: 0.010 99.26
Ratio, Val accuracy: 0.010 99.26
Ratio, Val accuracy: 0.010 99.26
Ratio, Val accuracy: 0.010 99.26
Ratio, Val accuracy: 0.010 99.26
Ratio, Test accuracy: 0.010 99.40
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.41
Ratio, Val accuracy: 0.005 99.43
Ratio, Test accuracy: 0.005 99.40
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 207.90
Ratio, Upper bound for neural_path_kmeans: 0.100 205.94
Ratio, Upper bound for neural_path_kmeans: 0.100 204.62
Ratio, Upper bound for neural_path_kmeans: 0.100 212.30
Ratio, Upper bound for neural_path_kmeans: 0.100 274.20
Ratio, Upper bound for neural_path_kmeans: 0.050 94.11
Ratio, Upper bound for neural_path_kmeans: 0.050 93.76
Ratio, Upper bound for neural_path_kmeans: 0.050 97.08
Ratio, Upper bound for neural_path_kmeans: 0.050 99.06
Ratio, Upper bound for neural_path_kmeans: 0.050 87.28
Ratio, Upper bound for neural_path_kmeans: 0.025 64.21
Ratio, Upper bound for neural_path_kmeans: 0.025 64.39
Ratio, Upper bound for neural_path_kmeans: 0.025 60.33
Ratio, Upper bound for neural_path_kmeans: 0.025 68.43
Ratio, Upper bound for neural_path_kmeans: 0.025 62.04
Ratio, Upper bound for neural_path_kmeans: 0.010 44.98
Ratio, Upper bound for neural_path_kmeans: 0.010 44.66
Ratio, Upper bound for neural_path_kmeans: 0.010 44.36
Ratio, Upper bound for neural_path_kmeans: 0.010 45.15
Ratio, Upper bound for neural_path_kmeans: 0.010 43.77
Ratio, Upper bound for neural_path_kmeans: 0.005 38.84
Ratio, Upper bound for neural_path_kmeans: 0.005 38.65
Ratio, Upper bound for neural_path_kmeans: 0.005 38.82
Ratio, Upper bound for neural_path_kmeans: 0.005 39.03
Ratio, Upper bound for neural_path_kmeans: 0.005 38.88
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Val accuracy: 1.000 99.52
Ratio, Test accuracy: 1.000 99.35
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.49
Ratio, Val accuracy: 0.100 99.52
Ratio, Val accuracy: 0.100 99.52
Ratio, Test accuracy: 0.100 99.35
Ratio, Val accuracy: 0.050 99.46
Ratio, Val accuracy: 0.050 99.46
Ratio, Val accuracy: 0.050 99.46
Ratio, Val accuracy: 0.050 99.46
Ratio, Val accuracy: 0.050 99.49
Ratio, Test accuracy: 0.050 99.35
Ratio, Val accuracy: 0.025 98.98
Ratio, Val accuracy: 0.025 99.01
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Test accuracy: 0.025 99.45
Ratio, Val accuracy: 0.010 99.38
Ratio, Val accuracy: 0.010 99.38
Ratio, Val accuracy: 0.010 99.38
Ratio, Val accuracy: 0.010 99.38
Ratio, Val accuracy: 0.010 99.38
Ratio, Test accuracy: 0.010 99.40
Ratio, Val accuracy: 0.005 95.53
Ratio, Val accuracy: 0.005 95.53
Ratio, Val accuracy: 0.005 95.53
Ratio, Val accuracy: 0.005 96.15
Ratio, Val accuracy: 0.005 96.15
Ratio, Test accuracy: 0.005 96.89
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 20.22
Ratio, Upper bound for zonotope_kmeans: 0.100 20.67
Ratio, Upper bound for zonotope_kmeans: 0.100 20.41
Ratio, Upper bound for zonotope_kmeans: 0.100 20.96
Ratio, Upper bound for zonotope_kmeans: 0.100 20.08
Ratio, Upper bound for zonotope_kmeans: 0.100 20.80
Ratio, Upper bound for zonotope_kmeans: 0.100 20.30
Ratio, Upper bound for zonotope_kmeans: 0.100 20.47
Ratio, Upper bound for zonotope_kmeans: 0.100 20.18
Ratio, Upper bound for zonotope_kmeans: 0.100 20.64
Ratio, Upper bound for zonotope_kmeans: 0.050 19.04
Ratio, Upper bound for zonotope_kmeans: 0.050 19.48
Ratio, Upper bound for zonotope_kmeans: 0.050 18.93
Ratio, Upper bound for zonotope_kmeans: 0.050 19.43
Ratio, Upper bound for zonotope_kmeans: 0.050 19.38
Ratio, Upper bound for zonotope_kmeans: 0.050 19.56
Ratio, Upper bound for zonotope_kmeans: 0.050 19.50
Ratio, Upper bound for zonotope_kmeans: 0.050 19.53
Ratio, Upper bound for zonotope_kmeans: 0.050 18.95
Ratio, Upper bound for zonotope_kmeans: 0.050 19.20
Ratio, Upper bound for zonotope_kmeans: 0.025 18.22
Ratio, Upper bound for zonotope_kmeans: 0.025 18.70
Ratio, Upper bound for zonotope_kmeans: 0.025 18.39
Ratio, Upper bound for zonotope_kmeans: 0.025 18.80
Ratio, Upper bound for zonotope_kmeans: 0.025 18.27
Ratio, Upper bound for zonotope_kmeans: 0.025 18.73
Ratio, Upper bound for zonotope_kmeans: 0.025 18.37
Ratio, Upper bound for zonotope_kmeans: 0.025 18.75
Ratio, Upper bound for zonotope_kmeans: 0.025 18.34
Ratio, Upper bound for zonotope_kmeans: 0.025 18.67
Ratio, Upper bound for zonotope_kmeans: 0.010 17.75
Ratio, Upper bound for zonotope_kmeans: 0.010 17.94
Ratio, Upper bound for zonotope_kmeans: 0.010 17.74
Ratio, Upper bound for zonotope_kmeans: 0.010 17.95
Ratio, Upper bound for zonotope_kmeans: 0.010 17.75
Ratio, Upper bound for zonotope_kmeans: 0.010 17.94
Ratio, Upper bound for zonotope_kmeans: 0.010 17.77
Ratio, Upper bound for zonotope_kmeans: 0.010 17.93
Ratio, Upper bound for zonotope_kmeans: 0.010 17.75
Ratio, Upper bound for zonotope_kmeans: 0.010 17.98
Ratio, Upper bound for zonotope_kmeans: 0.005 17.47
Ratio, Upper bound for zonotope_kmeans: 0.005 17.76
Ratio, Upper bound for zonotope_kmeans: 0.005 17.47
Ratio, Upper bound for zonotope_kmeans: 0.005 17.76
Ratio, Upper bound for zonotope_kmeans: 0.005 17.47
Ratio, Upper bound for zonotope_kmeans: 0.005 17.76
Ratio, Upper bound for zonotope_kmeans: 0.005 17.47
Ratio, Upper bound for zonotope_kmeans: 0.005 17.76
Ratio, Upper bound for zonotope_kmeans: 0.005 17.47
Ratio, Upper bound for zonotope_kmeans: 0.005 17.76
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Test accuracy: 1.000 99.40
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Test accuracy: 0.100 99.45
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Test accuracy: 0.050 99.40
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Val accuracy: 0.025 99.46
Ratio, Test accuracy: 0.025 99.40
Ratio, Val accuracy: 0.010 98.98
Ratio, Val accuracy: 0.010 98.98
Ratio, Val accuracy: 0.010 99.01
Ratio, Val accuracy: 0.010 99.07
Ratio, Val accuracy: 0.010 99.07
Ratio, Test accuracy: 0.010 99.10
Ratio, Val accuracy: 0.005 98.93
Ratio, Val accuracy: 0.005 98.93
Ratio, Val accuracy: 0.005 98.93
Ratio, Val accuracy: 0.005 98.93
Ratio, Val accuracy: 0.005 98.93
Ratio, Test accuracy: 0.005 99.15
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 300.10
Ratio, Upper bound for neural_path_kmeans: 0.100 283.18
Ratio, Upper bound for neural_path_kmeans: 0.100 162.01
Ratio, Upper bound for neural_path_kmeans: 0.100 175.94
Ratio, Upper bound for neural_path_kmeans: 0.100 286.20
Ratio, Upper bound for neural_path_kmeans: 0.050 105.20
Ratio, Upper bound for neural_path_kmeans: 0.050 107.20
Ratio, Upper bound for neural_path_kmeans: 0.050 113.30
Ratio, Upper bound for neural_path_kmeans: 0.050 99.10
Ratio, Upper bound for neural_path_kmeans: 0.050 114.75
Ratio, Upper bound for neural_path_kmeans: 0.025 67.81
Ratio, Upper bound for neural_path_kmeans: 0.025 68.89
Ratio, Upper bound for neural_path_kmeans: 0.025 68.83
Ratio, Upper bound for neural_path_kmeans: 0.025 64.42
Ratio, Upper bound for neural_path_kmeans: 0.025 66.25
Ratio, Upper bound for neural_path_kmeans: 0.010 48.24
Ratio, Upper bound for neural_path_kmeans: 0.010 49.46
Ratio, Upper bound for neural_path_kmeans: 0.010 48.82
Ratio, Upper bound for neural_path_kmeans: 0.010 49.44
Ratio, Upper bound for neural_path_kmeans: 0.010 49.10
Ratio, Upper bound for neural_path_kmeans: 0.005 42.48
Ratio, Upper bound for neural_path_kmeans: 0.005 42.90
Ratio, Upper bound for neural_path_kmeans: 0.005 42.94
Ratio, Upper bound for neural_path_kmeans: 0.005 42.73
Ratio, Upper bound for neural_path_kmeans: 0.005 42.59
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Test accuracy: 1.000 99.40
Ratio, Val accuracy: 0.100 99.41
Ratio, Val accuracy: 0.100 99.41
Ratio, Val accuracy: 0.100 99.41
Ratio, Val accuracy: 0.100 99.41
Ratio, Val accuracy: 0.100 99.41
Ratio, Test accuracy: 0.100 99.30
Ratio, Val accuracy: 0.050 99.15
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.38
Ratio, Test accuracy: 0.050 99.40
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.32
Ratio, Val accuracy: 0.025 99.41
Ratio, Test accuracy: 0.025 99.30
Ratio, Val accuracy: 0.010 99.43
Ratio, Val accuracy: 0.010 99.43
Ratio, Val accuracy: 0.010 99.43
Ratio, Val accuracy: 0.010 99.43
Ratio, Val accuracy: 0.010 99.43
Ratio, Test accuracy: 0.010 99.35
Ratio, Val accuracy: 0.005 99.38
Ratio, Val accuracy: 0.005 99.38
Ratio, Val accuracy: 0.005 99.38
Ratio, Val accuracy: 0.005 99.38
Ratio, Val accuracy: 0.005 99.38
Ratio, Test accuracy: 0.005 99.45
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 18.04
Ratio, Upper bound for zonotope_kmeans: 0.100 20.37
Ratio, Upper bound for zonotope_kmeans: 0.100 18.12
Ratio, Upper bound for zonotope_kmeans: 0.100 20.41
Ratio, Upper bound for zonotope_kmeans: 0.100 18.19
Ratio, Upper bound for zonotope_kmeans: 0.100 20.52
Ratio, Upper bound for zonotope_kmeans: 0.100 18.23
Ratio, Upper bound for zonotope_kmeans: 0.100 20.08
Ratio, Upper bound for zonotope_kmeans: 0.100 18.23
Ratio, Upper bound for zonotope_kmeans: 0.100 20.38
Ratio, Upper bound for zonotope_kmeans: 0.050 17.17
Ratio, Upper bound for zonotope_kmeans: 0.050 19.03
Ratio, Upper bound for zonotope_kmeans: 0.050 17.21
Ratio, Upper bound for zonotope_kmeans: 0.050 19.02
Ratio, Upper bound for zonotope_kmeans: 0.050 17.17
Ratio, Upper bound for zonotope_kmeans: 0.050 18.97
Ratio, Upper bound for zonotope_kmeans: 0.050 17.09
Ratio, Upper bound for zonotope_kmeans: 0.050 18.99
Ratio, Upper bound for zonotope_kmeans: 0.050 16.98
Ratio, Upper bound for zonotope_kmeans: 0.050 19.08
Ratio, Upper bound for zonotope_kmeans: 0.025 16.35
Ratio, Upper bound for zonotope_kmeans: 0.025 18.43
Ratio, Upper bound for zonotope_kmeans: 0.025 16.27
Ratio, Upper bound for zonotope_kmeans: 0.025 18.20
Ratio, Upper bound for zonotope_kmeans: 0.025 16.37
Ratio, Upper bound for zonotope_kmeans: 0.025 18.13
Ratio, Upper bound for zonotope_kmeans: 0.025 16.45
Ratio, Upper bound for zonotope_kmeans: 0.025 18.20
Ratio, Upper bound for zonotope_kmeans: 0.025 16.33
Ratio, Upper bound for zonotope_kmeans: 0.025 18.17
Ratio, Upper bound for zonotope_kmeans: 0.010 15.78
Ratio, Upper bound for zonotope_kmeans: 0.010 17.69
Ratio, Upper bound for zonotope_kmeans: 0.010 15.77
Ratio, Upper bound for zonotope_kmeans: 0.010 17.65
Ratio, Upper bound for zonotope_kmeans: 0.010 15.74
Ratio, Upper bound for zonotope_kmeans: 0.010 17.67
Ratio, Upper bound for zonotope_kmeans: 0.010 15.77
Ratio, Upper bound for zonotope_kmeans: 0.010 17.65
Ratio, Upper bound for zonotope_kmeans: 0.010 15.74
Ratio, Upper bound for zonotope_kmeans: 0.010 17.66
Ratio, Upper bound for zonotope_kmeans: 0.005 15.55
Ratio, Upper bound for zonotope_kmeans: 0.005 17.36
Ratio, Upper bound for zonotope_kmeans: 0.005 15.55
Ratio, Upper bound for zonotope_kmeans: 0.005 17.36
Ratio, Upper bound for zonotope_kmeans: 0.005 15.55
Ratio, Upper bound for zonotope_kmeans: 0.005 17.36
Ratio, Upper bound for zonotope_kmeans: 0.005 15.55
Ratio, Upper bound for zonotope_kmeans: 0.005 17.36
Ratio, Upper bound for zonotope_kmeans: 0.005 15.55
Ratio, Upper bound for zonotope_kmeans: 0.005 17.36
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Test accuracy: 1.000 99.50
Ratio, Val accuracy: 0.100 99.41
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Test accuracy: 0.100 99.50
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.38
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Test accuracy: 0.050 99.45
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Test accuracy: 0.025 99.45
Ratio, Val accuracy: 0.010 99.24
Ratio, Val accuracy: 0.010 99.32
Ratio, Val accuracy: 0.010 99.32
Ratio, Val accuracy: 0.010 99.32
Ratio, Val accuracy: 0.010 99.32
Ratio, Test accuracy: 0.010 99.50
Ratio, Val accuracy: 0.005 97.77
Ratio, Val accuracy: 0.005 97.82
Ratio, Val accuracy: 0.005 97.82
Ratio, Val accuracy: 0.005 97.82
Ratio, Val accuracy: 0.005 97.82
Ratio, Test accuracy: 0.005 98.24
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 216.28
Ratio, Upper bound for neural_path_kmeans: 0.100 172.48
Ratio, Upper bound for neural_path_kmeans: 0.100 282.85
Ratio, Upper bound for neural_path_kmeans: 0.100 167.61
Ratio, Upper bound for neural_path_kmeans: 0.100 275.82
Ratio, Upper bound for neural_path_kmeans: 0.050 104.09
Ratio, Upper bound for neural_path_kmeans: 0.050 97.66
Ratio, Upper bound for neural_path_kmeans: 0.050 102.94
Ratio, Upper bound for neural_path_kmeans: 0.050 100.07
Ratio, Upper bound for neural_path_kmeans: 0.050 105.67
Ratio, Upper bound for neural_path_kmeans: 0.025 63.52
Ratio, Upper bound for neural_path_kmeans: 0.025 63.37
Ratio, Upper bound for neural_path_kmeans: 0.025 60.35
Ratio, Upper bound for neural_path_kmeans: 0.025 64.84
Ratio, Upper bound for neural_path_kmeans: 0.025 61.18
Ratio, Upper bound for neural_path_kmeans: 0.010 46.46
Ratio, Upper bound for neural_path_kmeans: 0.010 44.83
Ratio, Upper bound for neural_path_kmeans: 0.010 44.96
Ratio, Upper bound for neural_path_kmeans: 0.010 47.05
Ratio, Upper bound for neural_path_kmeans: 0.010 47.46
Ratio, Upper bound for neural_path_kmeans: 0.005 40.29
Ratio, Upper bound for neural_path_kmeans: 0.005 40.47
Ratio, Upper bound for neural_path_kmeans: 0.005 40.05
Ratio, Upper bound for neural_path_kmeans: 0.005 40.15
Ratio, Upper bound for neural_path_kmeans: 0.005 40.18
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-4_9
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Val accuracy: 1.000 99.41
Ratio, Test accuracy: 1.000 99.50
Ratio, Val accuracy: 0.100 99.35
Ratio, Val accuracy: 0.100 99.35
Ratio, Val accuracy: 0.100 99.35
Ratio, Val accuracy: 0.100 99.43
Ratio, Val accuracy: 0.100 99.43
Ratio, Test accuracy: 0.100 99.60
Ratio, Val accuracy: 0.050 99.10
Ratio, Val accuracy: 0.050 99.35
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.41
Ratio, Val accuracy: 0.050 99.43
Ratio, Test accuracy: 0.050 99.50
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Val accuracy: 0.025 99.38
Ratio, Test accuracy: 0.025 99.60
Ratio, Val accuracy: 0.010 99.21
Ratio, Val accuracy: 0.010 99.21
Ratio, Val accuracy: 0.010 99.21
Ratio, Val accuracy: 0.010 99.35
Ratio, Val accuracy: 0.010 99.35
Ratio, Test accuracy: 0.010 99.45
Ratio, Val accuracy: 0.005 98.90
Ratio, Val accuracy: 0.005 98.90
Ratio, Val accuracy: 0.005 99.12
Ratio, Val accuracy: 0.005 99.29
Ratio, Val accuracy: 0.005 99.29
Ratio, Test accuracy: 0.005 99.40