
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9718 top1= 63.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.676


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4425 top1= 87.5000

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.992



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1568 top1= 63.9022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2038 top1= 39.9439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3290 top1= 38.1510

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2179 top1= 92.6136

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.175



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.997


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2621 top1= 92.3295

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.209



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.194


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.2005 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.229



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8695 top1= 73.7981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0233 top1= 40.2644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9861 top1= 41.9671

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1333 top1= 95.4545

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.255



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.426


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1299 top1= 95.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.278



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.534


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1440 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.284



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.559



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8005 top1= 75.3005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7438 top1= 43.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7004 top1= 45.3926

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0786 top1= 97.1591

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.273



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.525


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0831 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.252



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.437


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0995 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.238



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.379



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7496 top1= 77.0933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0214 top1= 44.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8549 top1= 46.0236

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0499 top1= 98.2955

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.218



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.302


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0641 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.190



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.181


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0686 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.168



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6915 top1= 78.6759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0277 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1722 top1= 45.9435

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0289 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.147



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.987


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0442 top1= 99.1477

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.116



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.856


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0554 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.087



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.730



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6728 top1= 78.4355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0081 top1= 47.5561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2783 top1= 46.3041

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0244 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.061



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.622


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.026



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.469


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0455 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.003



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.365



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6533 top1= 78.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9102 top1= 48.2873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4031 top1= 46.0437

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0222 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.974



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.243


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.944



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.107


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0604 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.923



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6163 top1= 78.9663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6703 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2926 top1= 46.4844

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.893



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.887


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0363 top1= 98.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.861



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.751


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0375 top1= 98.5795

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.838



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.645



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5902 top1= 79.0565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3543 top1= 48.5076


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2492 top1= 46.6146

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0274 top1= 98.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.811



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.531


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0207 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.780



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.390


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.753



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5970 top1= 79.0264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3120 top1= 49.3089


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1185 top1= 46.3942

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.724



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.149


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0285 top1= 98.8636

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.699



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.043


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0245 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.680



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5652 top1= 79.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9966 top1= 51.0917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0277 top1= 46.1238

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0162 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.655



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.845


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.638



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.772


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0342 top1= 98.5795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.631



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.743



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5687 top1= 79.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5332 top1= 51.9932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7579 top1= 46.2540

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.627



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.726


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.618



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.680


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0107 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.603



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.617



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5463 top1= 80.4587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5997 top1= 52.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6345 top1= 45.8734

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0104 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.585



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.540


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0150 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.561



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.433


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0107 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.536



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5352 top1= 80.6791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9524 top1= 51.7829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4491 top1= 46.1839

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.514



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.235


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.488



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.116


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.989



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4896 top1= 82.1214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8756 top1= 52.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0904 top1= 47.4159

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.427



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.856


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.396



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.720


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0070 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.368



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4748 top1= 82.9026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7013 top1= 53.1050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8954 top1= 48.5477

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0085 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.341



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.477


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.316



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.364


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.291



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4507 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5963 top1= 54.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6902 top1= 49.9499

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.269



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.166


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.069


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.985



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4445 top1= 84.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5056 top1= 55.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4921 top1= 51.3221

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.210



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.908


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.830


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.761



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4354 top1= 84.6054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4007 top1= 56.4203


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2794 top1= 52.8045

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.697


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.146



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.632


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4366 top1= 84.6955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2919 top1= 57.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1063 top1= 54.0665

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.527


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0053 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.476


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.101



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4233 top1= 85.6671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1788 top1= 58.8341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9603 top1= 55.0381

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.092



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.399


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.362


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.333



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4168 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0858 top1= 60.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8294 top1= 55.9996

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.307


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.278


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4094 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9986 top1= 61.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7188 top1= 56.8810

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.240


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.219


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4077 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8952 top1= 62.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6042 top1= 57.5120

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.192


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.178


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3921 top1= 87.5701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8296 top1= 64.1226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5016 top1= 58.3033

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3910 top1= 87.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7732 top1= 65.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3938 top1= 59.0244

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.134


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3797 top1= 88.4916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7046 top1= 66.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3106 top1= 59.5753

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3793 top1= 88.5317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6426 top1= 67.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2459 top1= 60.2564

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3737 top1= 88.9523


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5871 top1= 68.4195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1491 top1= 61.1078

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3698 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5415 top1= 69.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0776 top1= 61.7688

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3654 top1= 89.3530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5034 top1= 70.0220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9836 top1= 62.5501

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3675 top1= 89.4131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4589 top1= 70.8033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9371 top1= 63.2111

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3592 top1= 89.8337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4149 top1= 71.6146


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8291 top1= 64.3129

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3549 top1= 89.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3860 top1= 72.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7672 top1= 65.1142

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3564 top1= 90.1042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3399 top1= 72.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7213 top1= 65.8053

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3572 top1= 90.2244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2843 top1= 73.8682


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6612 top1= 66.7668

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3545 top1= 90.2945


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2608 top1= 74.3289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5971 top1= 67.6482

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3544 top1= 90.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2241 top1= 74.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5521 top1= 68.5897

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3557 top1= 90.5349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1809 top1= 75.6410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5032 top1= 69.5913

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3531 top1= 90.6951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1475 top1= 76.4623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4384 top1= 70.4627

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3513 top1= 90.9054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1260 top1= 77.0533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3854 top1= 71.2340

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3534 top1= 90.9155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0958 top1= 77.5641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3652 top1= 71.8049

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3486 top1= 91.1258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0665 top1= 78.2752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3030 top1= 72.7764

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3500 top1= 91.1959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0543 top1= 78.6058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2703 top1= 73.4075

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3485 top1= 91.2961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0205 top1= 79.2368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2350 top1= 73.9283

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3488 top1= 91.3562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0049 top1= 79.4872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2138 top1= 74.3189

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3457 top1= 91.4663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9785 top1= 79.9980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1773 top1= 74.9099

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3472 top1= 91.4663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9546 top1= 80.4788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1523 top1= 75.3405

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3454 top1= 91.5465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9345 top1= 80.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1371 top1= 75.6811

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3462 top1= 91.5966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9292 top1= 81.0797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1216 top1= 75.9916

