
=== 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 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6891 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.414



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.510


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2444 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.824



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5695 top1= 43.6098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7603 top1= 41.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1107 top1= 41.2861

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1445 top1= 94.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.828



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.317


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1292 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.704



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.803


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1739 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.582



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7145 top1= 46.3742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4234 top1= 47.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0555 top1= 45.0721

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1014 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.487



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.912


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0978 top1= 97.1591

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.433



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.685


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1129 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.380



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5171 top1= 53.0849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0443 top1= 54.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7657 top1= 44.3309

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0628 top1= 99.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.343



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.324


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0827 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.329



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.262


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0920 top1= 96.5909

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.313



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2801 top1= 57.3217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8652 top1= 56.9211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3964 top1= 44.4311

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0597 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.304



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.138


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0899 top1= 97.4432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.304



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.140


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0960 top1= 96.5909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.292



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1186 top1= 64.0925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6594 top1= 58.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1013 top1= 45.0421

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0573 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.284



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.072


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0587 top1= 98.8636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.285



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.063


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0679 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.977



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9796 top1= 68.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7046 top1= 58.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7230 top1= 45.2624

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0526 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.254



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.945


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0405 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.914


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0607 top1= 99.1477

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.852



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9427 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6763 top1= 58.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4294 top1= 45.3726

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0473 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.229



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.847


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0345 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.837


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0506 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0135 top1= 69.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7736 top1= 58.3734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4390 top1= 45.6230

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0443 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.823


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0341 top1= 99.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.819


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0461 top1= 98.5795

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0886 top1= 66.9671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7447 top1= 58.7039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5429 top1= 45.8333

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.824


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.814


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0444 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1727 top1= 65.0040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7678 top1= 58.5837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6246 top1= 45.9435

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0393 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.222



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.820


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.819


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0427 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2443 top1= 63.4816


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7901 top1= 58.4034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6371 top1= 46.0236

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0381 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.825


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0311 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.823


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.8636

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2924 top1= 62.1394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7807 top1= 58.4535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6591 top1= 45.8734

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0417 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.840


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.230



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.849


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0476 top1= 98.8636

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.826



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2964 top1= 62.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8029 top1= 58.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6694 top1= 45.7232

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0433 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.857


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0322 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.863


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0477 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.841



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2871 top1= 62.1795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7844 top1= 58.2632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7330 top1= 45.5228

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0397 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.233



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.868


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.871


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0476 top1= 98.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2816 top1= 62.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8230 top1= 57.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7783 top1= 45.4627

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0394 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.235



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.875


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0310 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.236



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.875


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0457 top1= 99.1477

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.230



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3190 top1= 61.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7932 top1= 58.1130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7806 top1= 45.6530

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0390 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.236



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.879


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0310 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.879


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0466 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.857



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3438 top1= 61.0777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8031 top1= 58.0028


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7619 top1= 45.8934

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.237



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.884


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0307 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.887


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0478 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.862



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3695 top1= 60.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8170 top1= 58.0929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7555 top1= 45.7732

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.891


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.892


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0508 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3673 top1= 60.7672


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8002 top1= 58.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7561 top1= 45.7131

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0431 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.893


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.899


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0462 top1= 99.1477

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3293 top1= 61.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8197 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7990 top1= 45.6731

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.889


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0311 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.890


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3362 top1= 61.2380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7922 top1= 58.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8517 top1= 45.5128

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.891


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.891


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0472 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3542 top1= 60.9675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8196 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8707 top1= 45.6731

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0402 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.894


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0303 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.896


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0465 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.869



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3840 top1= 60.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8091 top1= 57.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8450 top1= 45.8233

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0391 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.897


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.899


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0480 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.872



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3954 top1= 60.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8307 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8032 top1= 45.7432

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0433 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.900


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.902


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0500 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.235



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3930 top1= 60.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8234 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8067 top1= 45.6731

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0439 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.902


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.904


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0471 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.872



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3612 top1= 60.7272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8173 top1= 58.0629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8537 top1= 45.5829

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0404 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.895


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.898


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0467 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3409 top1= 61.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8197 top1= 57.9828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8953 top1= 45.4828

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.894


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0306 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.240



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.894


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0474 top1= 98.8636

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3606 top1= 60.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8110 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9393 top1= 45.5329

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0385 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.896


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0303 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.899


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0461 top1= 99.1477

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3858 top1= 60.4067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8281 top1= 57.9127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8878 top1= 45.7732

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0395 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.901


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0306 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.904


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0484 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.878



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4229 top1= 59.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8199 top1= 58.0028


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8479 top1= 45.8534

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0417 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.905


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0314 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.909


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0517 top1= 98.5795

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.879



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4162 top1= 60.0661


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8286 top1= 58.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8178 top1= 45.6931

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0472 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.243



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.908


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0336 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.914


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0495 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3755 top1= 60.6771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8301 top1= 57.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8555 top1= 45.4427

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0427 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.906


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0320 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.910


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0463 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3417 top1= 61.2280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8178 top1= 57.9026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9217 top1= 45.3325

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.901


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.906


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0497 top1= 98.5795

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3205 top1= 61.6486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8400 top1= 57.8726


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9567 top1= 45.2925

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0383 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.905


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.902


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0463 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3759 top1= 60.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8152 top1= 58.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9494 top1= 45.7031

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.907


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0304 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.911


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0480 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.886



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4137 top1= 60.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8274 top1= 57.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8522 top1= 45.8834

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.243



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.910


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0327 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.919


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0527 top1= 98.5795

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4278 top1= 59.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8368 top1= 58.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8131 top1= 45.6430

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0507 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.918


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0352 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.924


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0535 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.892



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3722 top1= 60.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8231 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8093 top1= 45.4728

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.918


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0325 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.920


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0481 top1= 98.5795

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.888



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3210 top1= 61.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8415 top1= 57.9227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9422 top1= 45.1823

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0420 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.910


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.923


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0508 top1= 98.5795

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3111 top1= 61.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8160 top1= 58.0329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9865 top1= 44.9720

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0384 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.915


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0334 top1= 99.4318

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.916


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 99.1477

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.894



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3598 top1= 61.2179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8322 top1= 58.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9340 top1= 45.7031

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.916


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0306 top1= 99.4318

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.910


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0492 top1= 98.5795

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4315 top1= 59.8758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8310 top1= 57.9828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8517 top1= 45.8634

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0470 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.917


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0333 top1= 99.1477

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.927


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0585 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.241



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.901



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4228 top1= 60.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8283 top1= 57.8125


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7932 top1= 45.5829

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0534 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.926


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0362 top1= 99.4318

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0483 top1= 99.1477

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.899



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3445 top1= 60.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8259 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8623 top1= 45.3425

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0419 top1= 99.7159

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.916


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0339 top1= 99.4318

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.921


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0515 top1= 98.5795

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.898



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3012 top1= 61.8690


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8250 top1= 58.1330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9915 top1= 45.0120

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0379 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.917


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0326 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.915


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0496 top1= 98.8636

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.896



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3299 top1= 61.7688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8317 top1= 58.0329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0333 top1= 44.9920

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0447 top1= 99.4318

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.919


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0335 top1= 99.4318

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.930


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0469 top1= 99.1477

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3806 top1= 60.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8228 top1= 58.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9066 top1= 45.8333

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0387 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.924


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0330 top1= 99.7159

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.927


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0508 top1= 98.8636

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4330 top1= 59.9058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7977 top1= 58.2933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8412 top1= 45.6831

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0498 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.929


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0375 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.932


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0634 top1= 98.0114

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.904



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3782 top1= 60.9575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8520 top1= 57.9527


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7850 top1= 45.5729

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0513 top1= 99.4318

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.249



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.934


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1= 99.4318

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.936


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0481 top1= 98.2955

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.241



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3325 top1= 61.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8002 top1= 58.1230


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9332 top1= 45.2023

