
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3092 top1=  7.1023

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 3, 4, 4], device='cuda:0')
Worker 1 has targets: tensor([3, 8, 2, 1, 4], device='cuda:0')
Worker 2 has targets: tensor([5, 9, 5, 8, 0], device='cuda:0')
Worker 3 has targets: tensor([4, 4, 0, 7, 0], device='cuda:0')
Worker 4 has targets: tensor([7, 0, 2, 3, 7], device='cuda:0')
Worker 5 has targets: tensor([4, 6, 1, 3, 0], device='cuda:0')
Worker 6 has targets: tensor([9, 8, 6, 5, 6], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 5, 1, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 9, 5, 6, 8], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 4, 0, 9], device='cuda:0')
Worker 10 has targets: tensor([7, 1, 7, 1, 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 |   3872/60000 (  6%) ] Loss: 2.2639 top1= 13.6364

=== 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 |   7392/60000 ( 12%) ] Loss: 2.1603 top1= 37.5000

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0103 top1= 56.8610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0124 top1= 57.8826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0086 top1= 55.1082

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.0149 top1= 44.8864

=== 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 |   3872/60000 (  6%) ] Loss: 1.7281 top1= 61.6477

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E 2B20 |   7392/60000 ( 12%) ] Loss: 1.3837 top1= 64.4886

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9766 top1= 78.1851


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9787 top1= 77.9547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9800 top1= 77.3137

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 1.0848 top1= 68.4659

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 3B10 |   3872/60000 (  6%) ] Loss: 0.7685 top1= 73.2955

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 3B20 |   7392/60000 ( 12%) ] Loss: 0.6175 top1= 80.6818

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4764 top1= 85.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4773 top1= 85.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4885 top1= 84.6254

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 0.6203 top1= 80.1136

=== 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 |   3872/60000 (  6%) ] Loss: 0.4503 top1= 86.3636

=== 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 |   7392/60000 ( 12%) ] Loss: 0.3866 top1= 87.7841

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3828 top1= 88.6418


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3878 top1= 88.6018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3921 top1= 88.1410

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 0.4469 top1= 86.6477

=== 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 |   3872/60000 (  6%) ] Loss: 0.3586 top1= 90.3409

=== 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 |   7392/60000 ( 12%) ] Loss: 0.3008 top1= 92.3295

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.014



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3432 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3466 top1= 89.7536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3530 top1= 89.3630

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 0.3634 top1= 88.9205

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.015



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


[E 6B10 |   3872/60000 (  6%) ] Loss: 0.3067 top1= 92.6136

=== 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 |   7392/60000 ( 12%) ] Loss: 0.2558 top1= 93.4659

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3225 top1= 90.2845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3236 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3345 top1= 89.8938

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 0.3155 top1= 90.0568

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.016



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


[E 7B10 |   3872/60000 (  6%) ] Loss: 0.2660 top1= 93.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.016



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


[E 7B20 |   7392/60000 ( 12%) ] Loss: 0.2229 top1= 95.1705

=== 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=0.3100 top1= 90.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3106 top1= 90.7853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3231 top1= 90.1643

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 0.2800 top1= 91.7614

=== 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 |   3872/60000 (  6%) ] Loss: 0.2330 top1= 93.7500

=== 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 |   7392/60000 ( 12%) ] Loss: 0.2037 top1= 95.4545

=== 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=0.2994 top1= 91.1558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2999 top1= 91.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3136 top1= 90.4948

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.2494 top1= 92.6136

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.2077 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=0.072


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.1823 top1= 96.0227

=== 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=0.2889 top1= 91.4263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2900 top1= 91.3962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3033 top1= 90.8353

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.2216 top1= 93.1818

=== 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 |   3872/60000 (  6%) ] Loss: 0.1835 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 |   7392/60000 ( 12%) ] Loss: 0.1698 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=0.2766 top1= 91.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2779 top1= 91.6466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2918 top1= 90.9856

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.1964 top1= 94.3182

=== 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 |   3872/60000 (  6%) ] Loss: 0.1657 top1= 94.3182

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.016



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


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.1542 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.016



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2621 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2640 top1= 92.1875


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2767 top1= 91.4663

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.1704 top1= 95.1705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.016



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


[E12B10 |   3872/60000 (  6%) ] Loss: 0.1492 top1= 94.8864

=== 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 |   7392/60000 ( 12%) ] Loss: 0.1383 top1= 96.0227

=== 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=0.2500 top1= 92.4980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2524 top1= 92.4780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2636 top1= 91.9471

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.1463 top1= 95.7386

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E13B10 |   3872/60000 (  6%) ] Loss: 0.1341 top1= 95.4545

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.1165 top1= 96.3068

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2425 top1= 92.7183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2462 top1= 92.7083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2527 top1= 92.3478

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.1283 top1= 96.0227

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E14B10 |   3872/60000 (  6%) ] Loss: 0.1238 top1= 95.1705

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.0931 top1= 96.8750

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2424 top1= 92.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2452 top1= 92.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2518 top1= 92.5982

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.1130 top1= 96.5909

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E15B10 |   3872/60000 (  6%) ] Loss: 0.1090 top1= 96.3068

=== 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 |   7392/60000 ( 12%) ] Loss: 0.0773 top1= 97.4432

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2471 top1= 92.7985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2486 top1= 92.7284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2562 top1= 92.5080

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.1031 top1= 96.3068

=== 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 |   3872/60000 (  6%) ] Loss: 0.0957 top1= 97.4432

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.0642 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=0.2537 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2529 top1= 92.6082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2634 top1= 92.4179

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.0917 top1= 96.8750

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E17B10 |   3872/60000 (  6%) ] Loss: 0.0843 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.0548 top1= 98.8636

=== 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=0.2604 top1= 92.3778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2574 top1= 92.5080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2736 top1= 92.2376

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.0820 top1= 96.8750

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B10 |   3872/60000 (  6%) ] Loss: 0.0730 top1= 98.0114

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.0486 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=0.2617 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2606 top1= 92.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2723 top1= 92.4279

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.0732 top1= 97.7273

=== 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 |   3872/60000 (  6%) ] Loss: 0.0687 top1= 98.0114

=== 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 |   7392/60000 ( 12%) ] Loss: 0.0454 top1= 99.4318

=== 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=0.2545 top1= 92.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2578 top1= 92.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2613 top1= 92.7484

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.0598 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 |   3872/60000 (  6%) ] Loss: 0.0666 top1= 98.5795

=== 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 |   7392/60000 ( 12%) ] Loss: 0.0439 top1= 99.7159

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2505 top1= 93.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2559 top1= 92.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2543 top1= 93.0188

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.0555 top1= 99.4318

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E21B10 |   3872/60000 (  6%) ] Loss: 0.0663 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.0436 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.011



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2537 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2600 top1= 93.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2590 top1= 93.0288

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.0589 top1= 98.5795

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E22B10 |   3872/60000 (  6%) ] Loss: 0.0585 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.0432 top1= 99.1477

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2548 top1= 93.2292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2634 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2593 top1= 92.9387

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.0535 top1= 99.4318

=== 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 |   3872/60000 (  6%) ] Loss: 0.0505 top1= 98.2955

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.0589 top1= 97.7273

=== 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=0.2403 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2461 top1= 93.5497


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.4495

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.0447 top1= 99.1477

=== 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 |   3872/60000 (  6%) ] Loss: 0.0498 top1= 98.2955

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.0693 top1= 96.5909

=== 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=0.2163 top1= 94.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2224 top1= 94.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2298 top1= 93.8401

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.0438 top1= 98.8636

=== 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 |   3872/60000 (  6%) ] Loss: 0.0644 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=0.054


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.0506 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=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2243 top1= 93.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2374 top1= 93.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2322 top1= 93.5597

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.0433 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E26B10 |   3872/60000 (  6%) ] Loss: 0.0687 top1= 98.0114

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.0296 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2766 top1= 92.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2935 top1= 92.1775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2694 top1= 92.7684

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0578 top1= 98.2955

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E27B10 |   3872/60000 (  6%) ] Loss: 0.0370 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.0406 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2865 top1= 92.4179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2783 top1= 92.7284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3304 top1= 91.4062

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0631 top1= 98.2955

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E28B10 |   3872/60000 (  6%) ] Loss: 0.0545 top1= 98.2955

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.0530 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2143 top1= 94.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2188 top1= 94.3409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2316 top1= 93.7200

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0295 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E29B10 |   3872/60000 (  6%) ] Loss: 0.0679 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2182 top1= 94.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2260 top1= 94.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2241 top1= 94.0405

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0468 top1= 98.2955

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E30B10 |   3872/60000 (  6%) ] Loss: 0.0245 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2302 top1= 93.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2314 top1= 93.9804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2393 top1= 93.7400

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0302 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.007



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


[E31B10 |   3872/60000 (  6%) ] Loss: 0.0290 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.0158 top1=100.0000

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2295 top1= 94.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2158 top1= 94.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2648 top1= 93.2091

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0286 top1= 99.1477

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E32B10 |   3872/60000 (  6%) ] Loss: 0.0260 top1= 99.7159

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.0133 top1=100.0000

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2230 top1= 94.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2097 top1= 94.5813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2558 top1= 93.5096

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0222 top1= 99.7159

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E33B10 |   3872/60000 (  6%) ] Loss: 0.0299 top1= 99.1477

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.0106 top1=100.0000

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2364 top1= 93.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2371 top1= 94.1206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2555 top1= 93.3193

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0322 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B10 |   3872/60000 (  6%) ] Loss: 0.0212 top1= 99.7159

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



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


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.0241 top1= 98.8636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2541 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2496 top1= 93.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2694 top1= 93.1290

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0344 top1= 98.8636

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E35B10 |   3872/60000 (  6%) ] Loss: 0.0185 top1= 99.7159

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.0291 top1= 99.1477

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2617 top1= 93.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2730 top1= 93.3894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2679 top1= 93.1090

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0312 top1= 99.4318

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E36B10 |   3872/60000 (  6%) ] Loss: 0.0139 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 |   7392/60000 ( 12%) ] Loss: 0.0144 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=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2636 top1= 93.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2676 top1= 93.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2696 top1= 93.2592

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0397 top1= 99.1477

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E37B10 |   3872/60000 (  6%) ] Loss: 0.0149 top1= 99.7159

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.0234 top1= 99.7159

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2384 top1= 94.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2341 top1= 94.3409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2531 top1= 93.7300

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0184 top1= 99.7159

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E38B10 |   3872/60000 (  6%) ] Loss: 0.0244 top1= 99.1477

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.0211 top1= 99.4318

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2155 top1= 94.7015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2266 top1= 94.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2130 top1= 94.8217

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0114 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E39B10 |   3872/60000 (  6%) ] Loss: 0.0265 top1= 99.1477

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.0135 top1=100.0000

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2463 top1= 94.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2590 top1= 93.6498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2432 top1= 93.9904

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0251 top1= 99.1477

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E40B10 |   3872/60000 (  6%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.0112 top1= 99.7159

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2439 top1= 94.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2391 top1= 94.1907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2624 top1= 93.7099

