
=== 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= 75.9615

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.1059 top1= 67.8977

=== 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= 79.2614

=== 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= 86.5986


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

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.5499 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: 0.4591 top1= 86.0795

=== 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= 88.4716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3814 top1= 88.8622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3910 top1= 88.2612

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3819 top1= 88.3523

=== 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: 0.3784 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= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3361 top1= 89.9940


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

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3102 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: 0.2582 top1= 94.0341

=== 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: 0.3238 top1= 92.0455

=== 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=0.3125 top1= 90.6550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3102 top1= 90.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3213 top1= 90.4147

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2680 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: 0.2245 top1= 93.7500

=== 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: 0.2799 top1= 91.1932

=== 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= 91.4363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2911 top1= 91.5565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3000 top1= 90.9956

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2313 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: 0.1996 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=0.075


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2461 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=0.2788 top1= 91.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2772 top1= 91.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2855 top1= 91.4163

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2035 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: 0.1782 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: 0.2115 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=0.2675 top1= 91.9872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2667 top1= 92.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2738 top1= 91.7468

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1776 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: 0.1586 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: 0.1849 top1= 94.0341

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2601 top1= 92.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2592 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2656 top1= 92.1775

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1549 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: 0.1380 top1= 96.3068

=== 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: 0.1618 top1= 95.7386

=== 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=0.2547 top1= 92.4479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2547 top1= 92.5681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2586 top1= 92.3077

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1369 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: 0.1209 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: 0.1400 top1= 96.3068

=== 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=0.2504 top1= 92.5781


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2515 top1= 92.5982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2540 top1= 92.4379

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1207 top1= 96.5909

=== 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: 0.1054 top1= 98.0114

=== 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: 0.1230 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=0.2482 top1= 92.6182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2509 top1= 92.6583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2494 top1= 92.5881

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1077 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: 0.0912 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: 0.1094 top1= 97.1591

=== 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=0.2451 top1= 92.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2502 top1= 92.7885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2452 top1= 92.7484

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0928 top1= 97.7273

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0781 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: 0.0982 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=0.2444 top1= 92.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2498 top1= 92.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2433 top1= 92.8786

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0804 top1= 97.7273

=== 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: 0.0696 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: 0.0863 top1= 98.0114

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2444 top1= 93.0589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2508 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2433 top1= 93.0088

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0686 top1= 98.5795

=== 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: 0.0606 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=0.062


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0780 top1= 97.7273

=== 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=0.2453 top1= 93.0990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2535 top1= 92.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2431 top1= 93.1290

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0601 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: 0.0543 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: 0.0711 top1= 98.2955

=== 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=0.2476 top1= 93.0589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2571 top1= 92.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2439 top1= 93.1991

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0541 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: 0.0454 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: 0.0650 top1= 98.5795

=== 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=0.2484 top1= 93.0689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2587 top1= 92.9387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2468 top1= 93.0990

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0494 top1= 99.4318

=== 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: 0.0401 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: 0.0635 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=0.2496 top1= 93.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2596 top1= 92.9387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2469 top1= 93.2091

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0451 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: 0.0336 top1= 99.1477

=== 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: 0.0592 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=0.2542 top1= 93.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2597 top1= 93.0990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2564 top1= 93.0889

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0457 top1= 99.7159

=== 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: 0.0350 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: 0.0522 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=0.2568 top1= 93.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2554 top1= 93.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2686 top1= 92.9387

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0436 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=0.050


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0329 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: 0.0487 top1= 98.5795

=== 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=0.2681 top1= 92.9087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2608 top1= 93.1390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2881 top1= 92.5581

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0472 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=0.051


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0322 top1= 99.1477

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0448 top1= 98.8636

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2785 top1= 92.7083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2710 top1= 92.8786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3028 top1= 92.2676

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0427 top1= 99.1477

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0280 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=0.054


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0474 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2920 top1= 92.3177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2777 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3232 top1= 91.8470

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0467 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0225 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=0.055


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0632 top1= 98.0114

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2752 top1= 92.8986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2991 top1= 92.3678


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3308 top1= 91.6466

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0452 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: 0.0286 top1= 99.1477

=== 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: 0.0731 top1= 97.7273

=== 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=0.2767 top1= 92.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2993 top1= 92.4780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3004 top1= 92.2776

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0427 top1= 99.1477

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0487 top1= 99.1477

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2419 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2418 top1= 93.8602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2739 top1= 93.0990

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0312 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0593 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0629 top1= 97.4432

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2517 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2373 top1= 93.9103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2852 top1= 92.9888

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0750 top1= 97.1591

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0493 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0591 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2641 top1= 93.4595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2613 top1= 93.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2821 top1= 93.1390

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0530 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0397 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0923 top1= 96.5909

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2442 top1= 93.6899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2439 top1= 93.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2580 top1= 93.3594

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0354 top1= 98.5795

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0493 top1= 98.5795

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0315 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2618 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2528 top1= 93.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2720 top1= 93.1891

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0286 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0591 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2379 top1= 94.1406


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2537 top1= 93.4495

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0215 top1= 99.4318

=== 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 |   8736/60000 ( 15%) ] Loss: 0.0296 top1= 99.4318

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2443 top1= 93.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2399 top1= 94.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2627 top1= 93.4095

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0154 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=0.034


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0094 top1=100.0000

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0230 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=0.2318 top1= 94.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2225 top1= 94.5212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2557 top1= 93.5697

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0113 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=0.026


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0102 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: 0.0212 top1= 99.4318

=== 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=0.2320 top1= 94.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2223 top1= 94.6815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2585 top1= 93.6999

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== 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: 0.0123 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=0.018


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0162 top1=100.0000

=== 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=0.2264 top1= 94.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2277 top1= 94.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2349 top1= 94.3009

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0072 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=0.016


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0102 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=0.015


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0178 top1= 99.7159

=== 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=0.2285 top1= 94.6414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2291 top1= 94.5413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2380 top1= 94.3109

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0063 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: 0.0120 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=0.013


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0112 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=0.2301 top1= 94.6915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2304 top1= 94.5913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2378 top1= 94.4311

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0076 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=0.013


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0098 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 |   8736/60000 ( 15%) ] Loss: 0.0104 top1= 99.7159

=== 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=0.2365 top1= 94.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2367 top1= 94.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2683 top1= 93.7901

