
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 2], 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 |   4576/60000 (  8%) ] Loss: 2.2657 top1= 17.8977

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1734 top1= 32.9545

=== 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=2.0168 top1= 51.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0123 top1= 52.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0201 top1= 49.7796

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0068 top1= 45.4545

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.7646 top1= 54.5455

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4378 top1= 62.7841

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0017 top1= 76.5425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9911 top1= 78.1450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0121 top1= 75.9415

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.1059 top1= 68.1818

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.7322 top1= 78.4091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.6605 top1= 78.9773

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4743 top1= 86.1078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4725 top1= 86.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4821 top1= 85.4968

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.5498 top1= 83.8068

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4228 top1= 85.7955

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.4592 top1= 85.7955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3843 top1= 88.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3815 top1= 88.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3911 top1= 88.2913

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3819 top1= 88.6364

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3205 top1= 91.1932

=== 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 |   8736/60000 ( 15%) ] Loss: 0.3785 top1= 90.3409

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3376 top1= 89.7736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3361 top1= 89.9840


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3465 top1= 89.5533

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3099 top1= 90.0568

=== 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 |   4576/60000 (  8%) ] Loss: 0.2585 top1= 93.7500

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.3243 top1= 91.7614

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3127 top1= 90.6350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3104 top1= 90.7752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3214 top1= 90.4147

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2673 top1= 92.0455

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2234 top1= 94.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.2802 top1= 91.4773

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.4663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2911 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2999 top1= 90.9555

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2315 top1= 94.3182

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1989 top1= 94.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2455 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2786 top1= 91.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2768 top1= 91.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2855 top1= 91.3962

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2034 top1= 94.6023

=== 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 |   4576/60000 (  8%) ] Loss: 0.1780 top1= 94.3182

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.2120 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2672 top1= 91.9872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2665 top1= 92.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2734 top1= 91.7668

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1774 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1579 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1855 top1= 94.3182

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2602 top1= 92.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2593 top1= 92.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2657 top1= 92.1274

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1552 top1= 95.7386

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1384 top1= 96.0227

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1612 top1= 95.4545

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2545 top1= 92.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2542 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2590 top1= 92.2075

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1388 top1= 96.0227

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1194 top1= 97.7273

=== 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 |   8736/60000 ( 15%) ] Loss: 0.1403 top1= 96.5909

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2516 top1= 92.5681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2529 top1= 92.5381

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1212 top1= 96.3068

=== 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 |   4576/60000 (  8%) ] Loss: 0.1038 top1= 98.2955

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1226 top1= 96.8750

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2470 top1= 92.6382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.6983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2489 top1= 92.5982

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1075 top1= 97.1591

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E14B10 |   4576/60000 (  8%) ] Loss: 0.0908 top1= 98.2955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1102 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2459 top1= 92.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.7484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2458 top1= 92.7584

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0942 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0786 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0965 top1= 97.1591

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2441 top1= 92.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2498 top1= 92.8986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2440 top1= 92.8786

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0820 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0687 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0878 top1= 97.7273

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2443 top1= 93.0689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2514 top1= 92.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2426 top1= 93.0489

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0689 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=0.062


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0615 top1= 98.8636

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0778 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2451 top1= 93.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2534 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2423 top1= 93.1591

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0610 top1= 98.8636

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0523 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0713 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2473 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2576 top1= 92.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2444 top1= 93.1791

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0550 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0469 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0642 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2490 top1= 93.0789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2588 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2475 top1= 93.0389

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0498 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0392 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0656 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2508 top1= 93.0389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2621 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2479 top1= 93.1691

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0462 top1= 99.7159

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0346 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=0.053


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0602 top1= 98.5795

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2525 top1= 93.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2571 top1= 93.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2551 top1= 93.0889

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0452 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0345 top1= 99.4318

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0550 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=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2577 top1= 93.1591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2570 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2698 top1= 92.9187

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0451 top1= 99.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0326 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0480 top1= 98.8636

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2697 top1= 92.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2599 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2918 top1= 92.4780

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0485 top1= 98.5795

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0341 top1= 99.1477

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0484 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2724 top1= 92.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2633 top1= 93.1190


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3022 top1= 92.2877

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0424 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0284 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0487 top1= 98.8636

=== 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=0.2892 top1= 92.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2825 top1= 92.6182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3230 top1= 91.7969

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0487 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0230 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0606 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2777 top1= 92.7684


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2908 top1= 92.5180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3262 top1= 91.6867

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0456 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0715 top1= 97.1591

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2681 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2848 top1= 92.8285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3005 top1= 92.1074

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0375 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0538 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2457 top1= 93.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2505 top1= 93.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2728 top1= 93.2192

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0385 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0709 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0644 top1= 97.1591

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2524 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2392 top1= 93.8602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2815 top1= 93.1090

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0768 top1= 97.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0422 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0595 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2683 top1= 93.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2694 top1= 93.2292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2891 top1= 92.9587

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0645 top1= 97.4432

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0455 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.1092 top1= 96.0227

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2529 top1= 93.4696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2510 top1= 93.5697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2549 top1= 93.4295

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0338 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0705 top1= 97.1591

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0410 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2595 top1= 93.3093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2474 top1= 93.6298


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2722 top1= 93.1991

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0350 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0554 top1= 97.7273

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2476 top1= 93.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2360 top1= 94.0405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2563 top1= 93.3293

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0279 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0238 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0348 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2390 top1= 94.1106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2646 top1= 93.2592

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0162 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0098 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 |   8736/60000 ( 15%) ] Loss: 0.0269 top1= 99.4318

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2247 top1= 94.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2249 top1= 94.3309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2423 top1= 93.7800

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0101 top1=100.0000

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0110 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=0.023


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0186 top1= 99.7159

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2227 top1= 94.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2190 top1= 94.7316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2360 top1= 94.2007

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0108 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0138 top1= 99.7159

=== 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 |   8736/60000 ( 15%) ] Loss: 0.0170 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2225 top1= 94.6414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2225 top1= 94.6715


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2326 top1= 94.3309

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0075 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2241 top1= 94.7115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2253 top1= 94.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2300 top1= 94.5413

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0069 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0144 top1= 99.7159

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0144 top1= 99.7159

=== 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=0.2273 top1= 94.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2291 top1= 94.5713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2343 top1= 94.4611

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== 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 |   4576/60000 (  8%) ] Loss: 0.0095 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=0.014


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0075 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=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2331 top1= 94.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2294 top1= 94.6414


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2624 top1= 93.8602

