
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== 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, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 has targets: tensor([0, 0, 0, 0, 0], 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 |   4928/60000 (  8%) ] Loss: 2.0078 top1= 48.5795

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.4261 top1= 61.6477

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2333 top1= 29.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3916 top1= 30.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1053 top1= 25.6010

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 0.8880 top1= 76.7045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.536


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.5398 top1= 86.6477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.162



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.687


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.3412 top1= 91.4773

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.753



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4839 top1= 41.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4900 top1= 39.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7392 top1= 40.7853

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.2414 top1= 94.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.742


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.1958 top1= 94.8864

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.669


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.1704 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.564



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4205 top1= 50.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2054 top1= 44.1106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6017 top1= 44.1006

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.1614 top1= 95.7386

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.477


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.1412 top1= 96.3068

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.390


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.1386 top1= 96.5909

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.321



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3258 top1= 58.0829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8112 top1= 45.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3660 top1= 47.3658

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.1318 top1= 97.1591

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.273


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1182 top1= 97.4432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.233


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1208 top1= 97.1591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2914 top1= 62.8706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6231 top1= 46.5946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2971 top1= 51.1919

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.1114 top1= 96.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.1032 top1= 97.4432

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.166


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.1069 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3105 top1= 65.7752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5786 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3354 top1= 52.3538

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.0957 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.0909 top1= 97.4432

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.0959 top1= 97.4432

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3569 top1= 67.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5774 top1= 46.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3847 top1= 53.4054

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.0839 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.0819 top1= 97.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.0864 top1= 97.4432

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4117 top1= 68.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6031 top1= 47.3658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4358 top1= 54.0264

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.0739 top1= 98.0114

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.0748 top1= 98.0114

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.0786 top1= 97.7273

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4824 top1= 68.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6577 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4972 top1= 54.4471

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.0658 top1= 98.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E10B10 |   4928/60000 (  8%) ] Loss: 0.0680 top1= 98.5795

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.0709 top1= 98.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5588 top1= 69.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7149 top1= 48.5477


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5717 top1= 54.7776

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.0589 top1= 98.5795

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E11B10 |   4928/60000 (  8%) ] Loss: 0.0619 top1= 98.8636

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.0646 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6386 top1= 69.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7861 top1= 49.0986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6506 top1= 55.0581

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.0528 top1= 98.5795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0565 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.0590 top1= 98.2955

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7194 top1= 69.6014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8546 top1= 49.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7320 top1= 55.3786

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0476 top1= 98.8636

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0515 top1= 99.1477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.0534 top1= 98.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7987 top1= 69.7015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9328 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8102 top1= 55.5889

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0427 top1= 98.8636

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0473 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0492 top1= 98.8636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8812 top1= 69.7516


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0042 top1= 50.7712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8962 top1= 55.8794

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0387 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0434 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0449 top1= 99.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9579 top1= 69.8618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0737 top1= 51.2420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9777 top1= 56.1398

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0353 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0398 top1= 99.4318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0406 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0393 top1= 69.8317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1487 top1= 51.7328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0703 top1= 56.2800

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0368 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0378 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1202 top1= 69.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2186 top1= 52.0933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1534 top1= 56.5304

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0292 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0342 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0339 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1941 top1= 69.9219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2867 top1= 52.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2337 top1= 56.6006

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0266 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0318 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2706 top1= 69.9519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3630 top1= 52.7644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3173 top1= 56.8610

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0244 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0297 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0285 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3429 top1= 69.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4187 top1= 53.2452


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3892 top1= 57.0112

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0276 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0265 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4175 top1= 69.8217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4904 top1= 53.5657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4624 top1= 57.2115

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0209 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0259 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4851 top1= 69.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5413 top1= 53.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5388 top1= 57.3317

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0244 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0224 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5555 top1= 69.8918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6026 top1= 54.3670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6050 top1= 57.5220

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0225 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0209 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6239 top1= 69.8718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6624 top1= 54.6074


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6736 top1= 57.5020

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0197 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6866 top1= 69.9519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7174 top1= 54.8578


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7390 top1= 57.5921

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7464 top1= 69.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7730 top1= 55.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8031 top1= 57.6122

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0159 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8077 top1= 70.0020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8278 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8620 top1= 57.7524

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0193 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8632 top1= 69.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8785 top1= 55.7692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9195 top1= 57.8025

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0185 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0170 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9183 top1= 69.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9282 top1= 56.0096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9845 top1= 57.8926

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0181 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9676 top1= 69.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9720 top1= 56.3702


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0328 top1= 57.9427

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0137 top1= 70.0120


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0131 top1= 56.6907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0914 top1= 57.9527

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0173 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0513 top1= 70.0421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0566 top1= 57.0513


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1487 top1= 58.0128

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0822 top1= 70.1823


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0921 top1= 57.2216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1518 top1= 58.3834

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0232 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1127 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1254 top1= 57.6322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1715 top1= 58.4235

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1462 top1= 70.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1528 top1= 57.7524


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2216 top1= 58.4635

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0193 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1752 top1= 70.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1739 top1= 58.1631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3123 top1= 58.0429

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0214 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0340 top1= 98.5795

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1729 top1= 70.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1930 top1= 58.4635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2866 top1= 58.2933

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0154 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0542 top1= 97.4432

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1911 top1= 70.3526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2084 top1= 58.7841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2337 top1= 58.0829

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0137 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0720 top1= 98.2955

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1839 top1= 70.3926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2154 top1= 59.0845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1067 top1= 59.5052

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0133 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0481 top1= 98.0114

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0637 top1= 97.7273

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1201 top1= 70.8333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2135 top1= 59.4050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4707 top1= 57.8826

