
=== 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=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== 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 0.292 0.375]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.375 0.625]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.4269 top1= 87.5000

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.590



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.674


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2054 top1= 94.8864

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.278



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.681



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2504 top1= 16.3862


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5778 top1= 40.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.1544 top1= 42.5881

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1266 top1= 96.5909

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.744



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.671


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1411 top1= 95.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=2.014



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.002


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1572 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.175



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7866 top1= 12.3598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1070 top1= 45.4627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7007 top1= 45.0521

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0883 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.317



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.182


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0910 top1= 97.4432

=== Log global consensus distance @ E3B10 ===
consensus_distance=2.493



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.328


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0928 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=2.646



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8162 top1= 18.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6033 top1= 46.1238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9263 top1= 45.3526

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0498 top1= 99.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=2.822



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.621


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0543 top1= 98.8636

=== Log global consensus distance @ E4B10 ===
consensus_distance=3.033



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.881


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0651 top1= 98.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=3.216



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9469 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4043 top1= 48.8482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7606 top1= 44.7015

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0425 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=3.434



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.393


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0406 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=3.685



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.755


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0630 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=3.887



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0135 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4571 top1= 50.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7341 top1= 45.3626

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0371 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=4.141



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.392


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0316 top1= 99.7159

=== Log global consensus distance @ E6B10 ===
consensus_distance=4.414



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.785


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0393 top1= 98.8636

=== Log global consensus distance @ E6B20 ===
consensus_distance=4.646



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7644 top1= 19.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3320 top1= 52.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5711 top1= 45.1923

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0311 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=4.918



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.513


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0349 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=5.200



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.938


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=5.501



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3042 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2074 top1= 53.5457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7478 top1= 45.7332

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0307 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=5.771



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.788


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0364 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=6.044



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.179


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0274 top1= 99.7159

=== Log global consensus distance @ E8B20 ===
consensus_distance=6.334



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.610



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5691 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0955 top1= 54.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8257 top1= 45.6631

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 98.2955

=== Log global consensus distance @ E9B0 ===
consensus_distance=6.637



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.043


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0311 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=6.886



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.336


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=7.111



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.591



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.3239 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2485 top1= 55.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7002 top1= 46.3442

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0135 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=7.391



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.955


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0444 top1= 98.5795

=== Log global consensus distance @ E10B10 ===
consensus_distance=7.619



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.157


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0254 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=7.914



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.496



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.9543 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3642 top1= 55.8894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9000 top1= 46.4944

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=8.185



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.807


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=8.422



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.025


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=8.673



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.8051 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4962 top1= 56.1098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1259 top1= 46.9752

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=8.939



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.579


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0154 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=9.218



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.864


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0514 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=9.453



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.5488 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6882 top1= 55.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1486 top1= 46.5545

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=9.757



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.446


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=10.044



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.716


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=10.308



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.1727 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8765 top1= 55.4587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4472 top1= 46.6246

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=10.621



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.346


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0162 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=10.884



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.587


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=11.166



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.902



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.3073 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0182 top1= 55.0982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7703 top1= 46.7949

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0137 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=11.495



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.318


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=11.780



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.538


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=12.081



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.5866 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0936 top1= 55.3786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2174 top1= 46.7849

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=12.433



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.272


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=12.766



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.603


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=13.094



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.3687 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2143 top1= 55.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6044 top1= 46.5144

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0550 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=13.432



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.327


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=13.777



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.806


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=14.065



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.9479 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1668 top1= 53.7961


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6916 top1= 46.6046

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0245 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=14.417



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.555


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0638 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=14.795



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.130


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0338 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=15.104



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.499



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.0449 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6075 top1= 55.9195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8862 top1= 46.5244

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0151 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=15.450



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.929


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0550 top1= 98.2955

=== Log global consensus distance @ E19B10 ===
consensus_distance=15.872



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.590


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0334 top1= 98.8636

=== Log global consensus distance @ E19B20 ===
consensus_distance=16.210



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.3985 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8220 top1= 53.5056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4316 top1= 45.5128

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0296 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=16.560



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.491


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0234 top1= 99.4318

=== Log global consensus distance @ E20B10 ===
consensus_distance=16.899



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.945


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=17.222



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.350



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.5496 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7832 top1= 52.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4948 top1= 44.6314

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=17.587



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.874


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0356 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=17.873



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.160


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0219 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=18.157



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.9421 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5693 top1= 54.7075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1969 top1= 45.3025

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=18.428



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.617


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0137 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=18.708



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.880


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=18.994



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.5596 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0700 top1= 52.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9491 top1= 46.7748

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=19.266



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.331


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=19.552



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.587


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=19.818



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.0444 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0247 top1= 51.9331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8544 top1= 47.1254

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0122 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=20.108



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.025


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=20.394



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.264


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=20.655



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.0116 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1058 top1= 52.2937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8528 top1= 46.2139

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=20.946



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.691


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=21.205



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.844


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=21.471



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.999



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.9005 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2489 top1= 52.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0391 top1= 43.7300

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=21.792



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=27.320


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=22.061



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=27.508


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0105 top1= 99.7159

=== Log global consensus distance @ E26B20 ===
consensus_distance=22.322



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=27.647



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.5647 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2773 top1= 52.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9633 top1= 44.1807

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0139 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=22.615



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=27.887


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0409 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=22.921



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=28.202


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0160 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=23.250



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=28.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.8578 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3205 top1= 52.1835


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5224 top1= 46.9952

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0417 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=23.525



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=28.787


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0325 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=23.863



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=28.940


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=24.268



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=29.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.3281 top1= 19.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6321 top1= 51.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8170 top1= 46.0837

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=24.567



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=29.577


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=24.839



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=29.729


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=25.208



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=30.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.4778 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7991 top1= 51.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6516 top1= 47.0553

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=25.516



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=30.428


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=25.821



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=30.721


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0335 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=26.255



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=31.351



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.8790 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3093 top1= 50.2704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9154 top1= 47.5060

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=26.565



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=31.651


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=26.897



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=32.000


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=27.267



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=32.427



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.8686 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4421 top1= 49.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0943 top1= 48.0369

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0417 top1= 98.2955

=== Log global consensus distance @ E32B0 ===
consensus_distance=27.517



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=32.535


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0299 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=27.921



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=33.079


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=28.269



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=33.455



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.1372 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5017 top1= 50.1703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5683 top1= 47.3958

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=28.584



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=33.741


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0113 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=28.924



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.068


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0240 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=29.253



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.3932 top1= 19.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8346 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5430 top1= 46.4243

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=29.570



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.577


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=29.802



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.584


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=30.105



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.8963 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6858 top1= 49.4491


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2578 top1= 47.9367

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=30.369



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=34.844


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=30.682



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=35.077


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0058 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=31.008



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=35.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.1436 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2129 top1= 48.6078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7133 top1= 47.5761

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0104 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=31.325



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=35.574


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=31.577



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=35.611


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0169 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=31.863



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=35.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.2599 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0415 top1= 45.2624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7123 top1= 47.5761

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0125 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=32.323



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=36.279


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=33.029



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=36.692


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=33.775



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=36.885



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.0905 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6600 top1= 51.0717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0431 top1= 47.0753

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=34.609



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=37.431


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=35.546



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=38.429


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2711 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=36.300



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.9256 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2453 top1= 49.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6037 top1= 46.2340

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=37.370



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.288


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=38.313



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.309


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0159 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=39.194



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.7278 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3314 top1= 49.0986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5778 top1= 47.0653

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=40.063



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.595


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0524 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=40.696



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.661


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.1162 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=41.471



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.1368 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3787 top1= 49.0084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1303 top1= 46.9852

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=42.647



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.892


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1= 99.7159

=== Log global consensus distance @ E41B10 ===
consensus_distance=44.439



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.951


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=47.654



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.3285 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1033 top1= 49.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0400 top1= 46.7949

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=52.991



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.041


[E42B10 |   4224/60000 (  7%) ] Loss: 2.4615 top1= 99.1477

=== Log global consensus distance @ E42B10 ===
consensus_distance=63.872



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.997


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.4603 top1= 99.4318

=== Log global consensus distance @ E42B20 ===
consensus_distance=79.446



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=39.977



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.9258 top1= 19.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8396 top1= 50.6410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6376 top1= 46.8650

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.6362 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=90.496



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.014


[E43B10 |   4224/60000 (  7%) ] Loss: 0.2014 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=97.477



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.311


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1= 99.7159

=== Log global consensus distance @ E43B20 ===
consensus_distance=101.313



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.5174 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9970 top1= 49.2688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0958 top1= 47.2857

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=103.454



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.629


[E44B10 |   4224/60000 (  7%) ] Loss: 0.7580 top1= 99.7159

=== Log global consensus distance @ E44B10 ===
consensus_distance=105.501



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.563


[E44B20 |   8064/60000 ( 13%) ] Loss: 1.0504 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=107.839



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.505



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.7079 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4204 top1= 49.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4542 top1= 47.1154

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=111.036



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.463


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1587 top1= 99.7159

=== Log global consensus distance @ E45B10 ===
consensus_distance=113.825



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.450


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=118.623



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.2125 top1= 19.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5190 top1= 49.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3382 top1= 47.1655

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=124.085



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.549


[E46B10 |   4224/60000 (  7%) ] Loss: 2.1775 top1= 99.4318

=== Log global consensus distance @ E46B10 ===
consensus_distance=128.904



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.532


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=135.284



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.544



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.1378 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6607 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5613 top1= 47.1054

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=141.656



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.583


[E47B10 |   4224/60000 (  7%) ] Loss: 1.3962 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=147.399



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.642


[E47B20 |   8064/60000 ( 13%) ] Loss: 1.4278 top1= 99.4318

=== Log global consensus distance @ E47B20 ===
consensus_distance=158.022



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.1979 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0931 top1= 47.8866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9094 top1= 46.9852

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 6.4528 top1= 99.4318

=== Log global consensus distance @ E48B0 ===
consensus_distance=256.660



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=40.915


[E48B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.192


[E48B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4208 top1= 48.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.7685 top1= 47.0152

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.612


[E49B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.791


[E49B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5652 top1= 48.5877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.2138 top1= 47.1554

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.060


[E50B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.208


[E50B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.327



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7291 top1= 48.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.3858 top1= 47.3157

