
=== 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=0.000



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



=== 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: 2.2387 top1= 33.2386

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.130


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1474 top1= 21.0227

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.140



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.475



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3097 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3133 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3262 top1=  9.7456

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0173 top1= 13.0682

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.254



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.964


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.8519 top1= 14.7727

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.657


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.3706 top1= 35.2273

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.680



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.814



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4567 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9822 top1= 26.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0949 top1= 19.5813

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.1594 top1= 56.5341

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.705



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.875


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5430 top1= 80.6818

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.759



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.065


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3280 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.810



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7644 top1= 29.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1932 top1= 40.3145


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7164 top1= 41.4363

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2263 top1= 91.4773

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.812



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.319


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2151 top1= 93.7500

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.739



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.001


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2252 top1= 92.8977

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.635



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.575



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4723 top1= 36.8890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5997 top1= 48.9383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2350 top1= 44.7716

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2409 top1= 92.3295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.535



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.172


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.1616 top1= 95.4545

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.441



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.797


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2326 top1= 94.8864

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.384



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.541



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8589 top1= 45.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1962 top1= 49.3289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8224 top1= 44.4912

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1366 top1= 93.4659

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.317


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1681 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.316



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.249


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1593 top1= 95.7386

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.302



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3847 top1= 54.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2972 top1= 50.1002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2215 top1= 44.5012

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1283 top1= 95.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.277



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.089


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1069 top1= 96.8750

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.051


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1493 top1= 96.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.260



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1479 top1= 62.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4048 top1= 51.5124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8590 top1= 44.5513

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1406 top1= 94.0341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.979


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1181 top1= 95.7386

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.258



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.001


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1484 top1= 95.4545

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.938



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0123 top1= 65.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0572 top1= 53.4555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4722 top1= 45.2724

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1278 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.911


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0911 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.940


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1148 top1= 95.7386

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.876



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8767 top1= 70.7732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0402 top1= 53.6759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2346 top1= 44.8518

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1087 top1= 95.7386

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.842


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0881 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.871


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1166 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.841



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8582 top1= 70.9335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9596 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6316 top1= 44.3109

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1390 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.833


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1241 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.860


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0900 top1= 96.8750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.826



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7290 top1= 74.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9891 top1= 54.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3252 top1= 43.9804

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0875 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.764


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0714 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.753


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1143 top1= 96.8750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.760



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7044 top1= 76.0717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8090 top1= 56.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3485 top1= 43.3093

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0662 top1= 97.7273

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0780 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.734


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0875 top1= 97.1591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6899 top1= 78.1350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8196 top1= 55.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9022 top1= 46.8650

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0746 top1= 97.4432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.692


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0926 top1= 96.0227

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.694


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 98.2955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.188



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6380 top1= 78.9263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9231 top1= 53.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9531 top1= 46.8850

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0501 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.664


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0627 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.664


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0776 top1= 98.0114

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.629



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6630 top1= 78.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6625 top1= 58.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9443 top1= 47.2656

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.643


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0523 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.665


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7586 top1= 75.5108


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7269 top1= 58.4635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0888 top1= 46.5845

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0639 top1= 98.0114

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.667


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0808 top1= 97.1591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.709


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0711 top1= 97.7273

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7199 top1= 77.3838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6294 top1= 59.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9916 top1= 48.4575

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0495 top1= 97.7273

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.678


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0459 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.703


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0710 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.626



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6622 top1= 78.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6495 top1= 59.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7898 top1= 49.6995

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0425 top1= 98.2955

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.619


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.660


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0628 top1= 98.0114

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7266 top1= 77.1935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7298 top1= 58.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8745 top1= 48.6178

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0368 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.630


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0400 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.684


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0649 top1= 98.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7726 top1= 75.8013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7537 top1= 56.7308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1005 top1= 48.1671

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0370 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.634


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0509 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.713


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0750 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.620



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7382 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6547 top1= 57.9026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9268 top1= 48.3874

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0348 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 99.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.702


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0645 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6711 top1= 78.0849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7697 top1= 57.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8691 top1= 48.6478

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0476 top1= 98.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.624


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.720


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0557 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.653



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6886 top1= 77.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8649 top1= 56.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9020 top1= 47.8966

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0498 top1= 98.0114

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.654


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.715


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0651 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7828 top1= 74.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7902 top1= 56.6907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0152 top1= 47.3758

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0455 top1= 98.5795

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0384 top1= 98.8636

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.715


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0686 top1= 97.1591

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.649



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7975 top1= 74.5092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7648 top1= 56.7308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9312 top1= 47.5962

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.670


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.729


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 97.7273

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7656 top1= 75.7512


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8725 top1= 56.7007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8932 top1= 47.6663

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0408 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.659


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.728


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.0114

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7586 top1= 75.8213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9119 top1= 56.5204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9009 top1= 47.5761

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0489 top1= 98.5795

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0438 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.718


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0619 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7746 top1= 74.9700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8949 top1= 56.1198


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9676 top1= 47.3958

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0442 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.664


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0387 top1= 99.4318

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.713


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0685 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8053 top1= 74.2788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8333 top1= 56.9311


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0010 top1= 47.4459

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0425 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0379 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.722


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0588 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.648



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7777 top1= 75.4407


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8066 top1= 57.0913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9900 top1= 47.4860

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0338 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 99.1477

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.723


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.0114

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.654



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7737 top1= 75.6310


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8376 top1= 56.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0024 top1= 46.9351

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0376 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.665


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0379 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.733


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7627 top1= 75.6510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9033 top1= 56.1799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0680 top1= 46.9451

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0416 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.732


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7612 top1= 75.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8778 top1= 56.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0587 top1= 46.8349

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0415 top1= 98.2955

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.727


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 97.7273

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7963 top1= 74.5593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8393 top1= 56.5405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0885 top1= 46.7248

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0361 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.691


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0371 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.736


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8011 top1= 74.8998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7985 top1= 57.1314


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0526 top1= 47.1454

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.675


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0361 top1= 99.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.716


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0619 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8263 top1= 74.0685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8698 top1= 56.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0801 top1= 47.2155

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0387 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.667


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0407 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.722


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 97.7273

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.655



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7755 top1= 75.5208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9238 top1= 56.4303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0534 top1= 47.2055

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0460 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0406 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.725


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0631 top1= 98.2955

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7796 top1= 74.9800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8473 top1= 56.7408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0416 top1= 46.9151

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 98.8636

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.667


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0407 top1= 98.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.722


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0658 top1= 97.4432

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7901 top1= 74.8598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8291 top1= 57.0212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1340 top1= 46.6046

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0356 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.729


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.666



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8118 top1= 74.5292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7690 top1= 57.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0928 top1= 46.8149

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.678


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0342 top1= 99.4318

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.721


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.2955

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8126 top1= 74.3189


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8727 top1= 56.5304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1711 top1= 46.7147

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0390 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.672


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0381 top1= 99.1477

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.723


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0626 top1= 97.4432

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7935 top1= 74.9399


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8988 top1= 56.3502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0772 top1= 47.1454

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0447 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.665


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0397 top1= 98.8636

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.727


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0619 top1= 98.2955

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.672



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7806 top1= 74.9499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8679 top1= 56.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0865 top1= 46.3341

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0349 top1= 99.4318

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.677


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0373 top1= 98.8636

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.730


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0675 top1= 97.4432

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8178 top1= 74.2388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7997 top1= 57.1414


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1487 top1= 46.8750

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0370 top1= 99.4318

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.687


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0368 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.731


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0605 top1= 98.5795

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.679



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8181 top1= 74.1086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7890 top1= 57.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1297 top1= 46.4744

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0333 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.687


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0361 top1= 99.1477

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.726


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0582 top1= 97.7273

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8136 top1= 74.6995


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8657 top1= 56.8009


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1536 top1= 46.7448

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0376 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.675


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0379 top1= 98.8636

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.724


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0586 top1= 98.0114

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7928 top1= 75.0401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9327 top1= 56.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2012 top1= 46.5244

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.673


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 98.8636

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.724


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0613 top1= 98.0114

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7944 top1= 74.9199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9074 top1= 56.2901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1442 top1= 46.6146

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0386 top1= 98.8636

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.675


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0393 top1= 98.8636

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.721


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0689 top1= 97.7273

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8160 top1= 73.9583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8159 top1= 56.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1517 top1= 46.6747

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.692


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0360 top1= 99.1477

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.731


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0571 top1= 98.8636

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8291 top1= 74.2087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7429 top1= 58.0929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1656 top1= 46.5545

