
=== 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 ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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: 2.2491 top1= 21.0227

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.1681 top1= 33.8068

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0125 top1= 54.1366


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0137 top1= 57.7724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0099 top1= 49.5793

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0054 top1= 46.3068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 2B10 |   4928/60000 (  8%) ] Loss: 1.7409 top1= 58.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.4035 top1= 68.4659

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9970 top1= 76.3221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9991 top1= 76.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9964 top1= 76.4022

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.1166 top1= 69.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.7943 top1= 77.2727

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.6183 top1= 82.6705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4706 top1= 86.4984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4754 top1= 86.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4731 top1= 86.3582

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.5989 top1= 80.3977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.4768 top1= 84.9432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.4069 top1= 89.2045

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3768 top1= 88.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3824 top1= 88.9824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3794 top1= 88.9022

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.4048 top1= 86.3636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.3600 top1= 90.6250

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.3299 top1= 90.6250

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3341 top1= 90.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3353 top1= 90.1943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3405 top1= 89.7937

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.3280 top1= 89.7727

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.3033 top1= 91.7614

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.2847 top1= 91.1932

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3103 top1= 90.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3085 top1= 90.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3175 top1= 90.5349

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.2776 top1= 91.4773

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.2596 top1= 92.6136

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.2479 top1= 92.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2902 top1= 91.3161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3014 top1= 90.9856

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.2461 top1= 92.8977

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.2257 top1= 93.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.2144 top1= 93.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2786 top1= 91.8369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2759 top1= 91.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2873 top1= 91.5365

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.2157 top1= 94.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.1974 top1= 94.6023

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.1842 top1= 94.6023

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2677 top1= 92.0873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2659 top1= 92.0172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2762 top1= 91.8970

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.1941 top1= 96.0227

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E10B10 |   4928/60000 (  8%) ] Loss: 0.1716 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.1588 top1= 96.0227

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2588 top1= 92.4079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2586 top1= 92.3077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2673 top1= 92.1474

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.1739 top1= 96.5909

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E11B10 |   4928/60000 (  8%) ] Loss: 0.1508 top1= 95.7386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.1368 top1= 96.8750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2511 top1= 92.6482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2536 top1= 92.4780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2590 top1= 92.4379

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.1586 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E12B10 |   4928/60000 (  8%) ] Loss: 0.1300 top1= 96.0227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.1206 top1= 97.4432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2444 top1= 92.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2489 top1= 92.6482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2522 top1= 92.5982

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.1431 top1= 97.1591

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E13B10 |   4928/60000 (  8%) ] Loss: 0.1163 top1= 97.1591

=== 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: 0.1068 top1= 97.4432

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2377 top1= 93.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2455 top1= 92.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2458 top1= 92.8085

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.1297 top1= 98.0114

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E14B10 |   4928/60000 (  8%) ] Loss: 0.1049 top1= 97.7273

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0931 top1= 98.0114

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2312 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2398 top1= 93.1390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2379 top1= 93.1591

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.1130 top1= 98.5795

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0953 top1= 98.0114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0824 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2272 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2348 top1= 93.2792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2337 top1= 93.4195

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0978 top1= 98.5795

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0886 top1= 98.0114

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0711 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2254 top1= 93.6498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2313 top1= 93.4095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2312 top1= 93.4195

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0833 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0831 top1= 98.5795

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0610 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2278 top1= 93.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2270 top1= 93.6198


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2347 top1= 93.3794

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0688 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0765 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0561 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.5597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2278 top1= 93.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2441 top1= 93.2792

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0624 top1= 99.1477

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0679 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0529 top1= 99.1477

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2432 top1= 93.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2383 top1= 93.6098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2530 top1= 93.0589

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0566 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0587 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0562 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2477 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2460 top1= 93.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2580 top1= 93.0489

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0591 top1= 98.0114

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0540 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0461 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2538 top1= 93.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2617 top1= 92.8986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2554 top1= 93.1390

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0586 top1= 98.2955

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0564 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0385 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2509 top1= 93.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2571 top1= 93.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2541 top1= 93.3994

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0518 top1= 98.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0568 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0339 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2627 top1= 93.2592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2659 top1= 93.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2697 top1= 93.1691

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0532 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0471 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0251 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2853 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2889 top1= 92.7183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2834 top1= 92.8185

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0615 top1= 97.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0448 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0401 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2739 top1= 93.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3133 top1= 92.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2699 top1= 93.1490

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0690 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0324 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0437 top1= 98.8636

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2517 top1= 93.6498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2894 top1= 92.7484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2486 top1= 93.5296

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0394 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0397 top1= 99.1477

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2424 top1= 93.7600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2656 top1= 93.2192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.7800

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0544 top1= 98.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2571 top1= 93.4495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2817 top1= 92.6583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2692 top1= 93.4896

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0540 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0604 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0605 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2485 top1= 93.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2714 top1= 93.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2551 top1= 93.7400

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0358 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0435 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0364 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2355 top1= 93.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2298 top1= 94.1006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2429 top1= 93.8902

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0452 top1= 98.0114

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0544 top1= 97.4432

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0294 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2459 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2387 top1= 94.0405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2471 top1= 93.9203

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0306 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0543 top1= 98.5795

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0312 top1= 98.5795

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2580 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.8802


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2680 top1= 93.5397

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0339 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0269 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2465 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2431 top1= 93.8702


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2750 top1= 93.2592

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0449 top1= 98.2955

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0279 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2416 top1= 94.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2572 top1= 93.7500


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2445 top1= 94.1506

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0204 top1= 99.7159

=== 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: 0.0310 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2528 top1= 93.8201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2671 top1= 93.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2516 top1= 93.8502

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0275 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0156 top1= 99.7159

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0092 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=0.2330 top1= 94.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2736 top1= 93.3794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2316 top1= 94.2708

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0145 top1=100.0000

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2353 top1= 94.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2677 top1= 93.3894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2309 top1= 94.5813

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2306 top1= 94.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2600 top1= 93.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2287 top1= 94.5112

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2340 top1= 94.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2773 top1= 93.3293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2306 top1= 94.5212

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0215 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2331 top1= 94.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2600 top1= 93.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2302 top1= 94.5813

