
=== 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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0253 top1= 44.0341

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.5830 top1= 53.6932

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0814 top1= 32.5321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6842 top1= 38.5717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4432 top1= 33.8942

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1428 top1= 69.6023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8659 top1= 77.2727

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.381


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6508 top1= 85.2273

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.097



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5052 top1= 56.5505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7309 top1= 39.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7166 top1= 35.8974

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4268 top1= 90.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.097



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.414


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.3767 top1= 91.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.385


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3558 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.341



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0632 top1= 70.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2302 top1= 40.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4745 top1= 40.3746

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2410 top1= 93.4659

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2660 top1= 93.4659

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.256


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2666 top1= 93.1818

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.218



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8463 top1= 74.2688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9395 top1= 45.0521


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2317 top1= 42.3478

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1886 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.191


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2204 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2218 top1= 93.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7213 top1= 77.0232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7628 top1= 49.2688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0674 top1= 45.4026

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1606 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.135


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1935 top1= 95.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1924 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6428 top1= 79.3169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6474 top1= 52.3438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9486 top1= 48.7280

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1413 top1= 95.4545

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1743 top1= 95.7386

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1712 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5893 top1= 81.1398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5608 top1= 54.6474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8632 top1= 50.3005

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1264 top1= 96.0227

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1587 top1= 95.7386

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1545 top1= 95.1705

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5502 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5056 top1= 56.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7979 top1= 51.4824

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1136 top1= 96.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1446 top1= 96.3068

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1404 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5196 top1= 83.5036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4614 top1= 57.5321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7458 top1= 52.1735

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1027 top1= 96.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1323 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1282 top1= 96.0227

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4975 top1= 84.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4257 top1= 58.5537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7066 top1= 52.6743

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0934 top1= 97.4432

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1214 top1= 96.8750

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1176 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4788 top1= 84.8758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4057 top1= 59.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6743 top1= 53.3253

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0851 top1= 98.0114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1114 top1= 96.8750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1078 top1= 96.8750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4634 top1= 85.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3854 top1= 60.2464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6408 top1= 54.1266

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0779 top1= 98.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1016 top1= 97.1591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0996 top1= 96.8750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4513 top1= 85.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3614 top1= 61.0377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6138 top1= 54.8177

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0717 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0936 top1= 97.4432

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0917 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4417 top1= 85.9475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3490 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5995 top1= 55.3385

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0662 top1= 98.8636

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0859 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0851 top1= 96.8750

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4335 top1= 86.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3320 top1= 62.2196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5845 top1= 55.7592

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0615 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0787 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0787 top1= 97.1591

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4273 top1= 86.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3215 top1= 62.6302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5732 top1= 56.2600

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0574 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0722 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0730 top1= 97.1591

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4221 top1= 86.4884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3096 top1= 63.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5563 top1= 56.5805

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0537 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0659 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0675 top1= 97.4432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4167 top1= 86.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3000 top1= 63.8121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5463 top1= 57.0813

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0504 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0604 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0630 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4129 top1= 86.7588


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2865 top1= 64.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5298 top1= 57.5120

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0473 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0552 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0587 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4090 top1= 86.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2775 top1= 64.7135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5258 top1= 57.8425

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0446 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0506 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 98.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4064 top1= 86.9491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2709 top1= 65.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5091 top1= 58.3433

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0467 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0516 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4026 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2618 top1= 65.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4955 top1= 58.7941

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0400 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0429 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4013 top1= 87.1194


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2565 top1= 65.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4885 top1= 59.2949

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3983 top1= 87.2496


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2484 top1= 66.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4733 top1= 59.7356

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0360 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0371 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0432 top1= 98.8636

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3972 top1= 87.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2392 top1= 66.7668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4669 top1= 59.9659

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0345 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0345 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0406 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3950 top1= 87.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2343 top1= 67.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4527 top1= 60.4667

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0332 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0389 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3932 top1= 87.5401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2206 top1= 67.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4399 top1= 60.8874

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0319 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0363 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3917 top1= 87.6002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2122 top1= 67.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4290 top1= 61.4683

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0285 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0342 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3907 top1= 87.6502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2146 top1= 68.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4174 top1= 61.9391

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0295 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0320 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3890 top1= 87.7404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2020 top1= 68.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3987 top1= 62.3097

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0253 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0297 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3893 top1= 87.7905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2006 top1= 68.9403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3876 top1= 62.7304

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0240 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0279 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3881 top1= 87.8606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2026 top1= 69.2408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3732 top1= 63.0909

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0266 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0226 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0258 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3876 top1= 87.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1975 top1= 69.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3590 top1= 63.5917

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0263 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0240 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3867 top1= 87.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1958 top1= 69.7216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3456 top1= 63.9724

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0255 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0204 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3863 top1= 88.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1951 top1= 70.0220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3375 top1= 64.3229

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0251 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0199 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3853 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1974 top1= 70.1723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3234 top1= 64.7736

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0247 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3842 top1= 88.1010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2005 top1= 70.3526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3196 top1= 64.9539

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3830 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1974 top1= 70.6130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3122 top1= 65.2544

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0226 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3826 top1= 88.2512


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1915 top1= 70.9235


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3068 top1= 65.5248

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3811 top1= 88.3714


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1776 top1= 71.1839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3054 top1= 65.7552

