
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9651 top1= 42.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6188 top1= 47.4432

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1418 top1= 10.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6111 top1= 38.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4545 top1= 33.6338

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1909 top1= 67.6136

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.338


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9227 top1= 77.5568

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.121



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.455


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7463 top1= 84.0909

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.508



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8475 top1= 22.4359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7606 top1= 39.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8083 top1= 35.5869

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5381 top1= 90.6250

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.538


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4708 top1= 90.9091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.138



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.534


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4592 top1= 88.6364

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.514



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6383 top1= 31.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5261 top1= 40.1943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7890 top1= 38.5917

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3440 top1= 92.8977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.491


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3586 top1= 91.4773

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.121



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.462


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3773 top1= 91.7614

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5571 top1= 34.5353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4096 top1= 43.6699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7687 top1= 39.9539

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2963 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.419


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3223 top1= 92.0455

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3432 top1= 93.1818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.104



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5185 top1= 37.2897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3772 top1= 45.4427


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7691 top1= 40.5148

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2750 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.380


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3019 top1= 92.6136

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.373


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.3229 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.098



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.363



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4948 top1= 39.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3709 top1= 46.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7715 top1= 40.7853

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2611 top1= 94.0341

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.097



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.358


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2873 top1= 93.7500

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.096



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.354


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.3088 top1= 93.7500

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.347



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4866 top1= 40.0441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3761 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7798 top1= 40.9355

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2526 top1= 94.0341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.344


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2769 top1= 94.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.343


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2989 top1= 94.0341

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.337



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4825 top1= 40.7953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3836 top1= 47.0052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7959 top1= 41.1558

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2458 top1= 94.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.092



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.335


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2685 top1= 94.0341

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.092



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.335


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2914 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.091



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4821 top1= 41.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3957 top1= 47.1354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8175 top1= 41.1859

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2403 top1= 94.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.328


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2620 top1= 94.0341

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2856 top1= 94.0341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.325



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4855 top1= 41.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4056 top1= 47.1955


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8389 top1= 41.2059

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2359 top1= 94.3182

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.323


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2567 top1= 94.0341

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.326


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2808 top1= 94.3182

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.321



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4885 top1= 42.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4168 top1= 47.3458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8553 top1= 41.1558

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2323 top1= 94.0341

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.320


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2522 top1= 94.0341

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.323


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2768 top1= 94.0341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.319



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4945 top1= 42.4179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4275 top1= 47.4359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8782 top1= 41.1659

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2290 top1= 94.3182

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.317


[E13B10 |   4224/60000 (  7%) ] Loss: 0.2485 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.321


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2737 top1= 94.0341

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4992 top1= 42.6482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4375 top1= 47.5461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8980 top1= 41.1458

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2264 top1= 94.3182

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.315


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2454 top1= 94.0341

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.319


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2709 top1= 93.7500

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5015 top1= 42.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4467 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9148 top1= 41.1358

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2242 top1= 94.3182

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.314


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2428 top1= 94.0341

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.318


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2682 top1= 93.7500

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.314



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5016 top1= 43.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4544 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9280 top1= 41.1258

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2224 top1= 94.3182

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2404 top1= 94.0341

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.317


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2654 top1= 94.0341

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5013 top1= 43.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4598 top1= 47.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9365 top1= 41.1358

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2201 top1= 94.6023

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2380 top1= 94.0341

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.315


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.2631 top1= 94.3182

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5039 top1= 43.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4669 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9494 top1= 41.0557

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2182 top1= 94.6023

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2366 top1= 94.0341

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.314


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2615 top1= 94.6023

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5080 top1= 43.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4731 top1= 47.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9613 top1= 40.9956

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2166 top1= 94.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2348 top1= 94.0341

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.314


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2601 top1= 94.6023

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5123 top1= 43.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4793 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9752 top1= 40.9756

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.2150 top1= 94.6023

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2333 top1= 94.0341

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2587 top1= 94.6023

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5176 top1= 43.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4827 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9863 top1= 40.9856

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.2140 top1= 94.6023

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2320 top1= 94.0341

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2578 top1= 94.6023

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5200 top1= 43.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4876 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9973 top1= 40.9455

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.2130 top1= 94.6023

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2308 top1= 94.0341

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2569 top1= 94.6023

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5231 top1= 43.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4919 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0081 top1= 40.9355

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.2122 top1= 94.6023

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2299 top1= 94.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2561 top1= 94.6023

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5250 top1= 43.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4959 top1= 47.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0186 top1= 40.8754

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.2112 top1= 94.6023

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2289 top1= 94.0341

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2555 top1= 94.6023

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5278 top1= 43.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4993 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0279 top1= 40.8454

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.2104 top1= 94.6023

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2277 top1= 94.0341

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.2549 top1= 94.6023

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5300 top1= 43.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5011 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0366 top1= 40.8454

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2096 top1= 94.6023

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2270 top1= 94.0341

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.2544 top1= 94.6023

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5317 top1= 43.6899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5040 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0451 top1= 40.7853

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.2089 top1= 94.6023

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E27B10 |   4224/60000 (  7%) ] Loss: 0.2262 top1= 94.0341

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.2539 top1= 94.6023

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5338 top1= 43.7500


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5057 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0512 top1= 40.8153

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.2082 top1= 94.6023

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E28B10 |   4224/60000 (  7%) ] Loss: 0.2256 top1= 94.0341

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2533 top1= 94.6023

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5363 top1= 43.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5064 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0599 top1= 40.7953

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.2075 top1= 94.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E29B10 |   4224/60000 (  7%) ] Loss: 0.2250 top1= 94.0341

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2530 top1= 94.6023

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5382 top1= 43.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5071 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0680 top1= 40.7953

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.2068 top1= 94.6023

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E30B10 |   4224/60000 (  7%) ] Loss: 0.2243 top1= 94.0341

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2526 top1= 94.6023

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5386 top1= 43.9403


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5083 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0740 top1= 40.7953

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.2061 top1= 94.6023

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E31B10 |   4224/60000 (  7%) ] Loss: 0.2235 top1= 94.0341

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2522 top1= 94.6023

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5392 top1= 43.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5072 top1= 47.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0784 top1= 40.8053

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.2055 top1= 94.6023

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E32B10 |   4224/60000 (  7%) ] Loss: 0.2228 top1= 94.0341

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2517 top1= 94.8864

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5405 top1= 44.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5054 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0849 top1= 40.8053

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.2048 top1= 94.8864

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E33B10 |   4224/60000 (  7%) ] Loss: 0.2221 top1= 94.0341

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2512 top1= 94.8864

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5398 top1= 44.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5051 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0902 top1= 40.7953

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.2044 top1= 94.8864

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E34B10 |   4224/60000 (  7%) ] Loss: 0.2216 top1= 94.3182

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2507 top1= 94.8864

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5412 top1= 44.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5056 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0945 top1= 40.8153

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.2039 top1= 94.8864

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E35B10 |   4224/60000 (  7%) ] Loss: 0.2209 top1= 94.0341

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2503 top1= 94.8864

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5413 top1= 44.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5088 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1001 top1= 40.7953

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2035 top1= 94.8864

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E36B10 |   4224/60000 (  7%) ] Loss: 0.2206 top1= 94.3182

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2499 top1= 94.8864

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5415 top1= 44.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5122 top1= 47.9667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1041 top1= 40.7853

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2030 top1= 94.8864

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E37B10 |   4224/60000 (  7%) ] Loss: 0.2201 top1= 94.3182

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2495 top1= 94.8864

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5422 top1= 44.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5141 top1= 47.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1083 top1= 40.7752

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2027 top1= 94.8864

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E38B10 |   4224/60000 (  7%) ] Loss: 0.2197 top1= 94.3182

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2494 top1= 94.8864

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5414 top1= 44.7115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5139 top1= 48.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1147 top1= 40.7752

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2022 top1= 94.8864

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E39B10 |   4224/60000 (  7%) ] Loss: 0.2193 top1= 94.3182

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2488 top1= 94.6023

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5434 top1= 44.6915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5175 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1182 top1= 40.7752

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2019 top1= 94.8864

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E40B10 |   4224/60000 (  7%) ] Loss: 0.2187 top1= 94.3182

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2485 top1= 94.6023

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5433 top1= 44.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5198 top1= 48.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1228 top1= 40.8153

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.2014 top1= 94.8864

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E41B10 |   4224/60000 (  7%) ] Loss: 0.2182 top1= 94.3182

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.2482 top1= 94.8864

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5436 top1= 44.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5209 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1275 top1= 40.7953

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.2013 top1= 94.8864

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E42B10 |   4224/60000 (  7%) ] Loss: 0.2178 top1= 94.3182

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.2480 top1= 94.6023

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5442 top1= 44.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5227 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1339 top1= 40.7652

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.2007 top1= 94.8864

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E43B10 |   4224/60000 (  7%) ] Loss: 0.2174 top1= 94.3182

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.2475 top1= 94.3182

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5463 top1= 44.8818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5248 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1394 top1= 40.7752

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.2005 top1= 94.8864

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E44B10 |   4224/60000 (  7%) ] Loss: 0.2169 top1= 94.3182

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.309


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.2472 top1= 94.3182

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5440 top1= 45.0421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5277 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1409 top1= 40.7652

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.2003 top1= 94.8864

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E45B10 |   4224/60000 (  7%) ] Loss: 0.2167 top1= 94.3182

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.2468 top1= 94.8864

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5437 top1= 45.1322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5273 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1438 top1= 40.7552

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.2000 top1= 94.8864

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E46B10 |   4224/60000 (  7%) ] Loss: 0.2165 top1= 94.3182

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.2462 top1= 94.3182

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5423 top1= 45.2524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5287 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1425 top1= 40.7652

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1997 top1= 94.8864

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E47B10 |   4224/60000 (  7%) ] Loss: 0.2161 top1= 94.0341

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.2459 top1= 94.6023

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5429 top1= 45.3025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5295 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1498 top1= 40.7252

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1996 top1= 94.8864

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E48B10 |   4224/60000 (  7%) ] Loss: 0.2158 top1= 94.0341

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.2455 top1= 94.8864

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5425 top1= 45.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5312 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1503 top1= 40.7352

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1993 top1= 94.8864

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E49B10 |   4224/60000 (  7%) ] Loss: 0.2155 top1= 94.0341

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.2453 top1= 94.8864

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5434 top1= 45.3926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5323 top1= 48.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1551 top1= 40.7552

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1990 top1= 94.8864

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E50B10 |   4224/60000 (  7%) ] Loss: 0.2153 top1= 94.0341

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.2450 top1= 94.8864

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5424 top1= 45.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5341 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1568 top1= 40.7352

