
=== 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: 0.7577 top1= 79.2614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.524



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=1.558


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2528 top1= 93.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.956



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=3.365



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3474 top1= 27.4840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4943 top1= 41.6867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3080 top1= 42.7584

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1376 top1= 95.7386

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.933



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=3.364


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1396 top1= 96.0227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.797



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=2.845


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1699 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.689



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3271 top1= 37.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5804 top1= 48.1370


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8454 top1= 41.7568

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0984 top1= 97.1591

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.639



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.208


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1188 top1= 96.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.617



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.106


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1292 top1= 95.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.603



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7197 top1= 34.7256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4813 top1= 51.7428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7377 top1= 42.5481

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0869 top1= 98.0114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.605



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.065


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1084 top1= 96.3068

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.617



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.117


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1229 top1= 95.1705

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.614



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0136 top1= 32.8125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5552 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8341 top1= 42.8085

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0867 top1= 97.7273

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.626



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.170


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.1022 top1= 96.0227

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.642



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.232


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1213 top1= 95.7386

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.645



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2653 top1= 31.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5339 top1= 51.6226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8726 top1= 43.0889

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0851 top1= 97.7273

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.662



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.329


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1061 top1= 95.7386

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.678



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.392


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1205 top1= 95.7386

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.679



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3971 top1= 29.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3933 top1= 52.0333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8338 top1= 43.4395

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0887 top1= 97.4432

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.692



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.461


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1030 top1= 95.7386

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.714



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.548


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1172 top1= 96.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.705



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.515



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3498 top1= 30.0781


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3650 top1= 51.6226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8184 top1= 43.6298

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0999 top1= 96.5909

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.711



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.546


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0870 top1= 97.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.726



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.601


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1185 top1= 95.7386

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.707



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5579 top1= 29.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4354 top1= 51.9131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7640 top1= 43.7500

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0886 top1= 98.0114

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.706



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.524


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0861 top1= 97.4432

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.728



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.610


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1145 top1= 96.3068

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.715



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.556



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6801 top1= 28.6358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5066 top1= 52.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7197 top1= 43.6999

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0813 top1= 98.2955

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.720



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.585


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0849 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.740



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.663


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1153 top1= 96.3068

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.728



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.617



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7680 top1= 28.1150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5414 top1= 52.0533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6556 top1= 43.8001

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0809 top1= 98.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.735



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.651


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0859 top1= 97.4432

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.754



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.722


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1148 top1= 96.5909

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.743



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.683



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8535 top1= 27.8846


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5491 top1= 51.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5998 top1= 43.6699

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0833 top1= 98.2955

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.749



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.715


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0872 top1= 97.4432

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.770



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.791


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1165 top1= 96.8750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.760



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.753



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9100 top1= 27.6142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5336 top1= 51.6426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5559 top1= 43.3494

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0840 top1= 98.8636

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.767



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.791


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0880 top1= 97.1591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.792



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=2.876


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1182 top1= 96.8750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.789



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1467 top1= 27.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4725 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5504 top1= 43.6799

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0817 top1= 98.2955

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.810



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=2.939


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0839 top1= 97.4432

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.856



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=3.082


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.5909

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.889



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=3.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5726 top1= 31.0597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2411 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8958 top1= 44.5613

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0757 top1= 98.5795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.965



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=3.424


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0801 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.083



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=3.820


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1031 top1= 97.1591

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.189



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=4.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9433 top1= 38.8522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9352 top1= 54.2268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8329 top1= 45.8834

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0684 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.323



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=4.667


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0679 top1= 98.2955

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.488



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=5.281


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0743 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.630



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=5.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4598 top1= 46.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7093 top1= 56.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8649 top1= 46.4643

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0566 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.779



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=6.384


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0624 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.965



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=7.088


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0661 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=2.108



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=7.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7600 top1= 51.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5768 top1= 58.5737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5572 top1= 48.0268

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0648 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=2.227



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=8.103


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0616 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=2.399



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=8.752


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0523 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=2.526



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=9.232



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0040 top1= 49.3590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5677 top1= 59.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5031 top1= 46.7849

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0793 top1= 97.4432

=== Log global consensus distance @ E19B0 ===
consensus_distance=2.606



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=9.555


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0753 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=2.767



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.182


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0588 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=2.831



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.431



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4342 top1= 47.3357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7138 top1= 59.0845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0848 top1= 47.1855

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0492 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=2.855



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.518


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0603 top1= 98.2955

=== Log global consensus distance @ E20B10 ===
consensus_distance=2.949



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=10.888


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0434 top1= 99.1477

=== Log global consensus distance @ E20B20 ===
consensus_distance=2.992



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9218 top1= 47.1554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6473 top1= 59.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9920 top1= 48.1671

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0491 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=2.972



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.982


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0636 top1= 98.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=3.070



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.362


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0546 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=3.068



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.354



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.3743 top1= 47.5060


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9341 top1= 57.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9682 top1= 48.5477

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0545 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=3.049



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.277


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=3.111



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.524


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0523 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=3.150



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.674



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8785 top1= 49.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8691 top1= 56.0897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0872 top1= 49.0885

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0567 top1= 98.5795

=== Log global consensus distance @ E23B0 ===
consensus_distance=3.193



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.844


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0494 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=3.314



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=12.320


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=3.357



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=12.483



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.1207 top1= 50.4006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9314 top1= 56.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6319 top1= 48.0369

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0473 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=3.482



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=12.974


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0701 top1= 98.0114

=== Log global consensus distance @ E24B10 ===
consensus_distance=3.524



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=13.136


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0472 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=3.560



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=13.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8908 top1= 52.3037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9576 top1= 53.4355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.3378 top1= 48.0769

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=3.633



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=13.560


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0454 top1= 98.5795

=== Log global consensus distance @ E25B10 ===
consensus_distance=3.619



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=13.508


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0367 top1= 98.8636

=== Log global consensus distance @ E25B20 ===
consensus_distance=3.689



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=13.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.1580 top1= 52.9647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9057 top1= 55.9996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.2107 top1= 48.1170

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0401 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=3.731



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=13.942


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0555 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=3.758



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=14.048


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0354 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=3.832



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=14.340



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.3396 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1745 top1= 55.6891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.1511 top1= 48.2272

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0296 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=3.885



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=14.547


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0629 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=3.916



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=14.669


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E27B20 ===
consensus_distance=3.990



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=14.956



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.7247 top1= 52.8946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2784 top1= 56.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.1695 top1= 48.4776

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0343 top1= 99.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=4.033



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=15.123


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 98.0114

=== Log global consensus distance @ E28B10 ===
consensus_distance=4.056



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=15.216


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0431 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=4.129



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=15.499



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.7800 top1= 54.1066


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2357 top1= 56.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.4495 top1= 48.6879

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=4.188



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=15.732


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0490 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=4.267



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=16.040


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0468 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=4.331



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=16.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.7394 top1= 54.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1999 top1= 54.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.0642 top1= 49.0685

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=4.467



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=16.825


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0926 top1= 97.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=4.576



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=17.255


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0495 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=4.719



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=17.813



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.9640 top1= 54.7676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1957 top1= 55.8894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.2471 top1= 48.7380

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0341 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=4.895



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=18.505


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=5.039



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=19.073


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0419 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=5.104



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=19.323



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.0826 top1= 54.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4767 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.7794 top1= 48.0769

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0358 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=5.269



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=19.972


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0593 top1= 98.5795

=== Log global consensus distance @ E32B10 ===
consensus_distance=5.411



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=20.533


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0484 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=5.571



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=21.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.2426 top1= 52.1334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5862 top1= 51.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=34.6958 top1= 48.4776

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=5.701



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=21.672


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0459 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=5.811



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=22.104


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0316 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=6.045



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=23.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.1332 top1= 50.0601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5066 top1= 50.6110


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.0984 top1= 47.2456

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=6.206



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=23.635


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0586 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=6.339



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=24.172


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0309 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=6.554



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=24.979



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.2461 top1= 52.2837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5120 top1= 51.2420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.1382 top1= 46.2340

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0528 top1= 98.5795

=== Log global consensus distance @ E35B0 ===
consensus_distance=6.649



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=25.409


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0659 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=6.822



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=26.091


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0399 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=7.012



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=26.837



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.8822 top1= 51.9631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5397 top1= 51.7228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.6475 top1= 46.4944

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0320 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=7.180



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=27.498


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=7.328



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=28.080


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0493 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=7.575



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=29.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.9144 top1= 50.8113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6949 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.4723 top1= 47.5561

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0169 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=7.754



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=29.765


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0533 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=7.893



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=30.309


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0436 top1= 98.2955

=== Log global consensus distance @ E37B20 ===
consensus_distance=8.193



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=31.498



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.8515 top1= 51.7428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0448 top1= 49.0585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.3954 top1= 46.7648

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0301 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=8.444



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=32.494


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0445 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=8.678



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=33.418


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0477 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=8.931



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=34.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.3005 top1= 49.6595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9625 top1= 48.8982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=41.8380 top1= 49.0585

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 98.2955

=== Log global consensus distance @ E39B0 ===
consensus_distance=9.219



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=35.554


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0546 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=9.394



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=36.244


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0479 top1= 98.5795

=== Log global consensus distance @ E39B20 ===
consensus_distance=9.730



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=37.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.7690 top1= 53.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0742 top1= 49.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=46.1795 top1= 46.8850

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=10.023



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=38.734


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0564 top1= 98.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=10.288



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=39.762


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0423 top1= 98.5795

=== Log global consensus distance @ E40B20 ===
consensus_distance=10.589



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=40.973



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.5611 top1= 51.9231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9138 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=47.5441 top1= 48.0068

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0337 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=10.865



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=42.065


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0503 top1= 98.2955

=== Log global consensus distance @ E41B10 ===
consensus_distance=11.252



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=43.594


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0571 top1= 98.8636

=== Log global consensus distance @ E41B20 ===
consensus_distance=11.549



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=44.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=32.6026 top1= 50.4207


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3389 top1= 48.2272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=50.7684 top1= 51.9431

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0397 top1= 98.8636

=== Log global consensus distance @ E42B0 ===
consensus_distance=11.808



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=45.796


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0645 top1= 98.5795

=== Log global consensus distance @ E42B10 ===
consensus_distance=12.100



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=46.952


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0351 top1= 99.1477

=== Log global consensus distance @ E42B20 ===
consensus_distance=12.379



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=48.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=34.0652 top1= 52.4439


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4739 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=52.3529 top1= 49.8397

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0448 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=12.531



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=48.659


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0527 top1= 98.5795

=== Log global consensus distance @ E43B10 ===
consensus_distance=12.614



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=48.984


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0459 top1= 98.2955

=== Log global consensus distance @ E43B20 ===
consensus_distance=12.635



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=49.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=36.5990 top1= 53.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7361 top1= 48.6679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=53.0978 top1= 49.8698

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0258 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=12.638



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=49.085


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0459 top1= 99.1477

=== Log global consensus distance @ E44B10 ===
consensus_distance=12.682



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=49.254


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0432 top1= 99.1477

=== Log global consensus distance @ E44B20 ===
consensus_distance=12.694



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=49.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=37.0009 top1= 53.6158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9878 top1= 46.3241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=54.5816 top1= 49.1787

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0813 top1= 96.8750

=== Log global consensus distance @ E45B0 ===
consensus_distance=13.096



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=50.902


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0789 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=13.421



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=52.189


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0785 top1= 98.5795

=== Log global consensus distance @ E45B20 ===
consensus_distance=13.603



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=52.877



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=38.9856 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9179 top1= 48.6178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=57.9077 top1= 49.4692

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0653 top1= 98.2955

=== Log global consensus distance @ E46B0 ===
consensus_distance=13.713



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=53.341


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0585 top1= 98.8636

=== Log global consensus distance @ E46B10 ===
consensus_distance=13.962



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=54.337


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0661 top1= 98.2955

=== Log global consensus distance @ E46B20 ===
consensus_distance=14.093



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=54.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=42.1521 top1= 54.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6659 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=61.1435 top1= 51.7728

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0362 top1= 99.4318

=== Log global consensus distance @ E47B0 ===
consensus_distance=14.295



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=55.658


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0700 top1= 98.0114

=== Log global consensus distance @ E47B10 ===
consensus_distance=14.630



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=56.986


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1025 top1= 98.0114

=== Log global consensus distance @ E47B20 ===
consensus_distance=14.824



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=57.740



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=42.2728 top1= 54.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5159 top1= 44.5613


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=65.8668 top1= 50.4507

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0748 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=15.143



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=59.028


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1384 top1= 96.5909

=== Log global consensus distance @ E48B10 ===
consensus_distance=15.447



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=60.214


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1790 top1= 96.8750

=== Log global consensus distance @ E48B20 ===
consensus_distance=15.825



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=61.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=41.8240 top1= 53.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0511 top1= 47.8165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=62.7358 top1= 52.4840

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0889 top1= 97.7273

=== Log global consensus distance @ E49B0 ===
consensus_distance=16.142



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=62.888


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0478 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=16.541



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=64.537


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0429 top1= 99.1477

=== Log global consensus distance @ E49B20 ===
consensus_distance=16.834



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=65.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44.6362 top1= 54.4371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4196 top1= 47.0753


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=63.1623 top1= 49.1987

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 98.8636

=== Log global consensus distance @ E50B0 ===
consensus_distance=17.101



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=66.770


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0504 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=17.533



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=68.505


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0499 top1= 98.5795

=== Log global consensus distance @ E50B20 ===
consensus_distance=17.984



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=70.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=47.6787 top1= 53.8361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5617 top1= 46.6747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=66.8708 top1= 50.2804

