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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7001 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.467



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.558


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2463 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.989



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.566



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2792 top1= 27.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6423 top1= 41.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3922 top1= 42.2776

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1355 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.055



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.912


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1239 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.950



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.556


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1716 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.890



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8491 top1= 45.1623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4300 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1510 top1= 44.9519

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0860 top1= 97.4432

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.871



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.162


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0852 top1= 98.0114

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.879



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.174


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0909 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.895



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7490 top1= 49.9800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8998 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0107 top1= 44.5513

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0650 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.927



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.351


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0630 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.996



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.608


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0663 top1= 98.0114

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.051



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5651 top1= 50.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6784 top1= 57.9227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5129 top1= 45.0020

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0559 top1= 98.0114

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.125



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.093


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0482 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.225



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.485


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0706 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.298



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2943 top1= 51.7528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4603 top1= 61.4183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9383 top1= 45.5429

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.382



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.109


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0533 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.525



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.668


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.611



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.997



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7150 top1= 52.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3509 top1= 62.8806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2195 top1= 46.7648

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0405 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.702



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.364


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0503 top1= 98.0114

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.860



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.989


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0815 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.964



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2994 top1= 52.6542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3227 top1= 65.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5467 top1= 45.9335

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 98.0114

=== Log global consensus distance @ E8B0 ===
consensus_distance=2.041



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.702


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0634 top1= 97.7273

=== Log global consensus distance @ E8B10 ===
consensus_distance=2.235



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.456


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0491 top1= 98.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=2.383



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6466 top1= 52.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2092 top1= 65.4247


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8056 top1= 46.5545

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0317 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=2.467



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.372


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0331 top1= 99.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=2.591



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.858


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0427 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=2.674



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7107 top1= 53.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6186 top1= 61.6386


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.1262 top1= 47.9868

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0270 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=2.725



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.384


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0272 top1=100.0000

=== Log global consensus distance @ E10B10 ===
consensus_distance=2.854



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.891


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=2.947



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.257



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7762 top1= 53.2752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6669 top1= 61.6887


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.7056 top1= 47.3458

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=3.010



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.507


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0275 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=3.142



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.026


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0334 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=3.286



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5284 top1= 53.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9667 top1= 59.3650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.1169 top1= 47.6162

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0444 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=3.354



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.863


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0421 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=3.482



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.367


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0651 top1= 97.7273

=== Log global consensus distance @ E12B20 ===
consensus_distance=3.616



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.896



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.9271 top1= 53.7560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3869 top1= 63.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.6459 top1= 47.8265

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0261 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=3.708



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=14.260


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0354 top1= 98.8636

=== Log global consensus distance @ E13B10 ===
consensus_distance=3.888



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.972


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0467 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=3.994



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.390



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.0558 top1= 54.0966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0881 top1= 54.0765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.3981 top1= 48.3574

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=4.037



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.561


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0332 top1= 99.1477

=== Log global consensus distance @ E14B10 ===
consensus_distance=4.032



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.541


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0344 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=4.066



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.672



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.3277 top1= 54.2067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1549 top1= 53.5757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.3033 top1= 48.7780

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0270 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=4.121



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.892


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0311 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=4.137



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.953


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0292 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=4.183



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.9737 top1= 54.0865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0441 top1= 55.8694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.2497 top1= 49.2488

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=4.178



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.118


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=4.196



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.190


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0372 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=4.246



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.384



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.2505 top1= 54.1466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9626 top1= 56.1899


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.2711 top1= 49.3790

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0168 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=4.300



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.600


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0282 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=4.335



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.736


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0383 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=4.382



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.8678 top1= 54.0865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6162 top1= 57.8526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.3629 top1= 49.4591

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0246 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=4.408



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=17.028


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0529 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=4.494



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.366


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0543 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=4.583



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.720



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.7717 top1= 54.5172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9833 top1= 54.8177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.4382 top1= 50.0901

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=4.571



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.674


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0370 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=4.558



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.622


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0229 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=4.594



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.5470 top1= 54.4371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9145 top1= 54.8177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.7176 top1= 50.2103

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0269 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=4.526



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.495


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0380 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=4.532



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.517


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0270 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=4.604



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.2442 top1= 54.2668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1917 top1= 54.3169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=33.0451 top1= 50.6410

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0446 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=4.583



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.719


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0546 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=4.638



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.938


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0222 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=4.686



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.3543 top1= 53.8962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2823 top1= 52.7444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=35.3121 top1= 51.0016

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=4.656



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.010


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0372 top1= 99.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=4.746



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.364


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0377 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=4.752



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.0527 top1= 53.9864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0995 top1= 54.0064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.8653 top1= 51.3221

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.749



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.376


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0560 top1= 99.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.885



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=18.915


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=4.899



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.968



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.6143 top1= 53.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2404 top1= 52.5341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.3985 top1= 51.0116

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0290 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=4.908



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.008


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=4.970



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.253


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=4.968



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=19.244



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.9254 top1= 52.9948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5858 top1= 49.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=43.0297 top1= 52.0733

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0784 top1= 98.0114

=== Log global consensus distance @ E25B0 ===
consensus_distance=5.058



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.573


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0849 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=5.201



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.799


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0834 top1= 98.0114

=== Log global consensus distance @ E25B20 ===
consensus_distance=5.270



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.297



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.1045 top1= 50.8113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4785 top1= 50.5609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.2476 top1= 47.8365

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0582 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=5.086



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.900


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0663 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=4.810



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.460


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0290 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=4.832



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.4638 top1= 54.1166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2612 top1= 54.7276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.4771 top1= 48.3373

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0256 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=4.826



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.678


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=4.776



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.484


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0356 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=4.831



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.694



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.4788 top1= 54.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0267 top1= 55.0080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.3371 top1= 48.8482

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0241 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=4.893



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.951


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0208 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=4.938



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.123


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0446 top1= 98.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=4.901



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.3475 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0989 top1= 55.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.8544 top1= 50.5308

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0212 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=4.936



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.117


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0355 top1= 98.8636

=== Log global consensus distance @ E29B10 ===
consensus_distance=5.044



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.547


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0395 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=5.059



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.606



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.3337 top1= 54.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4940 top1= 53.9663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.7875 top1= 51.4022

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0493 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=5.151



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=19.960


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0421 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=5.238



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=20.315


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0326 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=5.305



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=20.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.3286 top1= 54.1466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7108 top1= 53.2552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.2119 top1= 51.8329

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0371 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=5.429



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=21.065


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0374 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=5.521



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=21.435


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0260 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=5.566



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=21.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.1835 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3614 top1= 53.9663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.1372 top1= 52.0032

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0268 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=5.664



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=22.001


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0422 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=5.775



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=22.443


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=5.835



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=22.682



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.8789 top1= 54.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2378 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=34.0246 top1= 52.0132

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0225 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=5.914



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=22.994


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0431 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=6.106



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=23.755


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0366 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=6.262



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=24.377



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.4068 top1= 54.2268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2415 top1= 54.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.2574 top1= 52.3137

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0339 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=6.358



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=24.755


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0281 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=6.419



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=25.000


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=6.472



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=25.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.6872 top1= 54.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5324 top1= 53.7861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.3315 top1= 52.0933

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0183 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=6.567



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=25.584


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0584 top1= 98.0114

=== Log global consensus distance @ E35B10 ===
consensus_distance=6.713



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=26.166


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0554 top1= 97.7273

=== Log global consensus distance @ E35B20 ===
consensus_distance=6.812



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=26.557



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.0460 top1= 54.7376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9452 top1= 52.1234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=43.8869 top1= 52.5341

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=7.006



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=27.328


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0272 top1= 99.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=7.088



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=27.654


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0956 top1= 97.1591

=== Log global consensus distance @ E36B20 ===
consensus_distance=7.159



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=27.938



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.3861 top1= 54.1667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4085 top1= 53.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=47.6568 top1= 52.9247

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=7.345



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=28.675


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 98.0114

=== Log global consensus distance @ E37B10 ===
consensus_distance=7.550



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=29.489


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=7.662



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=29.936



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.5783 top1= 54.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4986 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=52.2831 top1= 52.8646

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0408 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=7.713



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=30.137


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0343 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=7.856



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=30.705


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0240 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=7.983



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=31.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.0703 top1= 54.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4277 top1= 54.7476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=57.2683 top1= 53.0248

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0542 top1= 98.2955

=== Log global consensus distance @ E39B0 ===
consensus_distance=8.039



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=31.435


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0720 top1= 97.7273

=== Log global consensus distance @ E39B10 ===
consensus_distance=8.336



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=32.617


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0432 top1= 98.5795

=== Log global consensus distance @ E39B20 ===
consensus_distance=8.675



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=33.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.2389 top1= 54.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5225 top1= 51.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=62.6848 top1= 52.9647

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0215 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=8.820



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=34.539


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0473 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=8.921



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=34.941


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0364 top1= 99.1477

=== Log global consensus distance @ E40B20 ===
consensus_distance=9.031



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=35.378



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=31.6607 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9304 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=68.8063 top1= 53.0549

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0191 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=9.045



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=35.436


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0349 top1= 99.4318

=== Log global consensus distance @ E41B10 ===
consensus_distance=9.199



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=36.048


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0399 top1= 99.1477

=== Log global consensus distance @ E41B20 ===
consensus_distance=9.358



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=36.678



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=33.6636 top1= 54.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2313 top1= 53.1150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=74.5958 top1= 53.2652

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=9.510



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=37.284


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0400 top1= 98.5795

=== Log global consensus distance @ E42B10 ===
consensus_distance=9.659



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=37.877


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.4318

=== Log global consensus distance @ E42B20 ===
consensus_distance=9.751



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=38.244



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=38.5688 top1= 54.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0639 top1= 56.1298


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=81.0444 top1= 52.5641

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0306 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=9.771



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=38.321


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0295 top1= 99.4318

=== Log global consensus distance @ E43B10 ===
consensus_distance=9.942



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=38.999


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0576 top1= 98.2955

=== Log global consensus distance @ E43B20 ===
consensus_distance=10.048



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=39.387



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=33.4990 top1= 54.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7437 top1= 51.2921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=66.9350 top1= 47.8666

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1775 top1= 97.7273

=== Log global consensus distance @ E44B0 ===
consensus_distance=10.154



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=39.694


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1167 top1= 96.0227

=== Log global consensus distance @ E44B10 ===
consensus_distance=10.278



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=40.109


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0911 top1= 97.1591

=== Log global consensus distance @ E44B20 ===
consensus_distance=10.301



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=40.341



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.0403 top1= 54.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4882 top1= 54.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.5284 top1= 47.7764

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0219 top1= 99.1477

=== Log global consensus distance @ E45B0 ===
consensus_distance=10.367



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=40.676


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0312 top1= 99.4318

=== Log global consensus distance @ E45B10 ===
consensus_distance=10.452



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=41.027


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0331 top1= 98.8636

=== Log global consensus distance @ E45B20 ===
consensus_distance=10.494



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=41.205



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.4966 top1= 54.1366


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4727 top1= 52.6242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.7843 top1= 51.0216

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0255 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=10.539



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=41.382


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 98.2955

=== Log global consensus distance @ E46B10 ===
consensus_distance=10.726



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=42.132


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E46B20 ===
consensus_distance=10.835



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=42.566



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.2630 top1= 54.7376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5034 top1= 50.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.2638 top1= 51.2720

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0269 top1= 99.4318

=== Log global consensus distance @ E47B0 ===
consensus_distance=10.991



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=43.186


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0219 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=11.184



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=43.951


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0395 top1= 98.5795

=== Log global consensus distance @ E47B20 ===
consensus_distance=11.343



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=44.587



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.4586 top1= 54.3169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8108 top1= 50.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.2686 top1= 51.6026

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0305 top1= 99.1477

=== Log global consensus distance @ E48B0 ===
consensus_distance=11.415



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=44.879


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0331 top1= 99.4318

=== Log global consensus distance @ E48B10 ===
consensus_distance=11.569



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=45.483


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0243 top1= 99.4318

=== Log global consensus distance @ E48B20 ===
consensus_distance=11.694



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=45.987



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.8878 top1= 54.6074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8015 top1= 50.0300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=41.0987 top1= 52.4539

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0281 top1= 99.4318

=== Log global consensus distance @ E49B0 ===
consensus_distance=11.756



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=46.234


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0354 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=11.933



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=46.941


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0335 top1= 98.8636

=== Log global consensus distance @ E49B20 ===
consensus_distance=12.085



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=47.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.5372 top1= 54.0565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4001 top1= 52.7344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=43.8562 top1= 53.3153

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0207 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=12.160



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=47.845


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0332 top1= 98.8636

=== Log global consensus distance @ E50B10 ===
consensus_distance=12.317



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=48.472


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E50B20 ===
consensus_distance=12.480



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=49.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.7897 top1= 54.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1245 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=46.8830 top1= 53.7059

