
=== 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 0.567 0.1  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.1   0.9  ]]


[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=1.0122 top1= 65.5349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0571 top1= 53.4555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4739 top1= 45.2724

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1277 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.239



=== 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=0.941


[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=0.8769 top1= 70.7933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0460 top1= 53.6358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2350 top1= 44.8618

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1091 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: 0.0876 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=0.870


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1174 top1= 95.4545

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8529 top1= 71.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9391 top1= 55.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6424 top1= 44.3810

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1392 top1= 96.8750

=== 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: 0.1236 top1= 95.4545

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.227



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.865


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0909 top1= 97.1591

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.831



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7190 top1= 75.2204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9879 top1= 54.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2863 top1= 43.5797

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0919 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.767


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0678 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.754


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1081 top1= 96.5909

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7032 top1= 75.8514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8537 top1= 56.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1544 top1= 43.3694

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0696 top1= 98.5795

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.734


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1007 top1= 96.3068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.722


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0890 top1= 96.5909

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6935 top1= 77.1534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7967 top1= 55.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8720 top1= 45.2524

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0864 top1= 97.4432

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.691


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0968 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.719


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0751 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.198



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6469 top1= 79.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7741 top1= 56.7909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0041 top1= 47.1855

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0483 top1= 98.5795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.704


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0467 top1= 98.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.697


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0533 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6436 top1= 79.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8662 top1= 57.4219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1147 top1= 47.9968

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0763 top1= 96.3068

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.651


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 97.4432

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6801 top1= 78.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8088 top1= 59.1546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9733 top1= 48.0970

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.638


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0518 top1= 98.0114

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.654


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0507 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6755 top1= 78.5857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7698 top1= 59.7356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2917 top1= 48.3974

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0434 top1= 98.8636

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.616


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0478 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.638


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0638 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.162



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5969 top1= 80.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9056 top1= 58.1631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2661 top1= 47.5361

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.614


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0449 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.637


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0710 top1= 97.1591

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5934 top1= 79.9579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9230 top1= 58.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4733 top1= 50.6711

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0488 top1= 98.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.168



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.612


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 98.2955

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.650


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0762 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.595



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5848 top1= 80.2284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8429 top1= 58.6138


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7264 top1= 49.3289

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0450 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.627


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0333 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.651


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0675 top1= 97.4432

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.618



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6134 top1= 79.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7694 top1= 58.3834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7886 top1= 48.3774

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 97.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.638


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0531 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.667


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0949 top1= 96.3068

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5607 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8324 top1= 58.0529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5177 top1= 49.5893

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0479 top1= 99.1477

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.615


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0408 top1= 98.5795

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.616


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0591 top1= 97.4432

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.566



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5781 top1= 80.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6401 top1= 59.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6909 top1= 48.7280

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0330 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.589


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0437 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.604


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0605 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6599 top1= 78.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7290 top1= 59.8558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8087 top1= 48.2071

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.577


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0362 top1= 99.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.615


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0495 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.156



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.556



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7016 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8234 top1= 59.7055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8829 top1= 47.8866

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0343 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.157



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.558


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0296 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.589


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0528 top1= 98.0114

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.154



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7727 top1= 75.0701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8504 top1= 59.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8727 top1= 47.7264

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.583


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.624


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0614 top1= 97.1591

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.160



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7527 top1= 75.4808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9284 top1= 58.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8615 top1= 47.5861

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0429 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.619


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.674


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0613 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7329 top1= 75.9415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9662 top1= 58.6639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8989 top1= 47.5361

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0391 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.641


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0320 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.683


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0602 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7022 top1= 76.9231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9976 top1= 58.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8461 top1= 47.6863

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.630


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0675 top1= 97.1591

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7102 top1= 76.4323


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9574 top1= 58.6238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8826 top1= 47.4860

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0371 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.642


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0370 top1= 99.1477

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.683


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.0114

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.620



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7089 top1= 76.6627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9375 top1= 58.5236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9983 top1= 47.1955

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

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.691


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0530 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7062 top1= 76.8630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9549 top1= 58.6839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1012 top1= 46.7548

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0371 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0630 top1= 97.4432

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7309 top1= 76.3221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9232 top1= 58.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0050 top1= 47.2756

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0322 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.631


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.651


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0595 top1= 98.0114

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7511 top1= 75.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8770 top1= 58.9143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9687 top1= 47.2556

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0368 top1= 99.1477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.632


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0372 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.651


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7823 top1= 75.0901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8866 top1= 59.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9854 top1= 47.5661

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0342 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.621


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.652


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0488 top1= 98.2955

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7700 top1= 75.4507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9618 top1= 58.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9776 top1= 47.5160

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 98.5795

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.612


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0302 top1= 98.8636

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.629


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0632 top1= 97.4432

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.161



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7812 top1= 75.1703


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9425 top1= 58.6839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8370 top1= 47.8365

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0366 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.612


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0357 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0568 top1= 97.7273

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.602



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7344 top1= 76.2119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8578 top1= 59.0946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1070 top1= 46.9551

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0318 top1= 98.8636

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0373 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0485 top1= 97.7273

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7253 top1= 76.5024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0005 top1= 58.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1391 top1= 46.8149

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0353 top1= 98.5795

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.641


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0358 top1= 99.1477

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.673


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0541 top1= 98.0114

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7123 top1= 76.7528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0605 top1= 58.0929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1243 top1= 47.0954

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0381 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.647


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0325 top1= 99.1477

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.656


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0623 top1= 97.7273

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7968 top1= 74.6795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8820 top1= 58.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0995 top1= 47.2155

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0357 top1= 98.8636

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.649


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0378 top1= 98.8636

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.0114

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.610



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8068 top1= 74.5192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8728 top1= 58.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0179 top1= 47.6062

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 98.8636

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.645


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0407 top1= 98.2955

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0539 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.630



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8077 top1= 74.5092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9919 top1= 58.4836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0192 top1= 47.6062

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 98.8636

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 99.1477

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 97.7273

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.613



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8107 top1= 74.4091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9689 top1= 59.1246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9050 top1= 47.8966

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0458 top1= 98.2955

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.629


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0363 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0692 top1= 97.7273

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.595



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8257 top1= 74.2788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8564 top1= 59.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9777 top1= 47.6763

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0360 top1= 98.8636

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.627


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0328 top1= 99.1477

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0620 top1= 97.7273

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7596 top1= 75.5809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9628 top1= 58.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0291 top1= 47.2155

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0427 top1= 98.5795

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0382 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0507 top1= 97.7273

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7859 top1= 75.2404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9454 top1= 58.8241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2337 top1= 46.8450

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.648


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0348 top1= 99.1477

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0497 top1= 98.2955

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7606 top1= 75.9415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9707 top1= 58.6438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0897 top1= 47.4459

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0322 top1= 99.7159

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.630


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0333 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.177



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.644


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0629 top1= 97.7273

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8059 top1= 74.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9313 top1= 58.6038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1154 top1= 47.3458

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0383 top1= 98.5795

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.649


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0350 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0568 top1= 98.0114

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7715 top1= 75.6911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9584 top1= 58.5737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0330 top1= 47.3958

