
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.0772 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.6648 top1= 54.2614

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1644 top1= 27.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7092 top1= 37.5200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5066 top1= 25.2804

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.2444 top1= 64.2045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.9479 top1= 74.1477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.347


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.6843 top1= 86.3636

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.377



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7722 top1= 43.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9342 top1= 39.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5657 top1= 37.1595

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.5110 top1= 89.2045

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.384


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.4314 top1= 89.2045

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.361


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.3223 top1= 95.4545

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.326



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4549 top1= 54.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7008 top1= 40.6851


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3757 top1= 42.8285

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3001 top1= 92.8977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.3024 top1= 92.3295

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.249


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.2208 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2972 top1= 63.4816


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4871 top1= 44.8317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2271 top1= 44.3510

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.2272 top1= 94.8864

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.192


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.2525 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.168


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.1759 top1= 96.5909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2186 top1= 68.4595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3477 top1= 46.4143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1534 top1= 48.0469

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1896 top1= 95.4545

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.2256 top1= 94.0341

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.1502 top1= 96.8750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1818 top1= 71.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2596 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1101 top1= 50.8614

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.1657 top1= 95.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2072 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.1332 top1= 97.1591

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1655 top1= 73.2772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2016 top1= 47.4760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0899 top1= 52.1635

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.1478 top1= 96.3068

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1937 top1= 94.6023

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.1204 top1= 97.1591

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1666 top1= 74.3590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1773 top1= 47.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0890 top1= 53.2352

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.1332 top1= 96.3068

=== 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: 0.1817 top1= 94.8864

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.1105 top1= 97.1591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1756 top1= 75.0701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1721 top1= 48.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0952 top1= 54.0264

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1216 top1= 96.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1711 top1= 95.4545

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1023 top1= 97.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1874 top1= 75.6611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1727 top1= 48.7280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1096 top1= 54.7075

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1115 top1= 96.8750

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1607 top1= 96.0227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.0955 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2011 top1= 76.0116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1839 top1= 49.1286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1251 top1= 55.2284

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1028 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1519 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.0893 top1= 98.0114

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2172 top1= 76.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1994 top1= 49.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1416 top1= 55.8594

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.0959 top1= 97.7273

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1428 top1= 97.1591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.0836 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2335 top1= 76.5425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2229 top1= 49.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1616 top1= 56.2200

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.0886 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1345 top1= 97.1591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.0786 top1= 98.5795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2509 top1= 76.8029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2358 top1= 49.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1802 top1= 56.5104

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0834 top1= 98.5795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1262 top1= 96.8750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0743 top1= 98.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2663 top1= 76.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2562 top1= 50.1502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2086 top1= 56.7909

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0772 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1194 top1= 97.1591

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0697 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2856 top1= 76.9631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2812 top1= 50.4507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2190 top1= 57.2716

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0731 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1122 top1= 97.1591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0661 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2983 top1= 77.1134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2987 top1= 50.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2428 top1= 57.4820

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0682 top1= 99.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1055 top1= 97.4432

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0622 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3152 top1= 77.1234


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3235 top1= 50.8013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2542 top1= 57.9127

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0646 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0995 top1= 97.4432

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0588 top1= 98.8636

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3286 top1= 77.1434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3377 top1= 51.1218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2718 top1= 58.1731

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0605 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0940 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0558 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3443 top1= 77.3037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3636 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2871 top1= 58.5236

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0566 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0884 top1= 97.7273

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0526 top1= 98.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3584 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3870 top1= 51.3722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2995 top1= 58.7841

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0532 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0840 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0495 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3699 top1= 77.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3941 top1= 51.6827


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3071 top1= 59.0645

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0498 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0794 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0466 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3843 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4243 top1= 51.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3164 top1= 59.4551

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0466 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0751 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0440 top1= 99.1477

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3975 top1= 77.6843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4405 top1= 51.9832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3352 top1= 59.5252

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0435 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0713 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4119 top1= 77.6943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4562 top1= 52.1434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3421 top1= 59.7756

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0410 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0675 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0390 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4243 top1= 77.7544


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4656 top1= 52.3838


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3548 top1= 59.9659

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0643 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0371 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4383 top1= 77.6943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4808 top1= 52.5942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3599 top1= 60.3365

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0363 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0610 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0345 top1= 99.4318

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4516 top1= 77.7945


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4970 top1= 52.8245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3704 top1= 60.5168

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0341 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0581 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0331 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4676 top1= 77.8145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5157 top1= 53.0649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3816 top1= 60.8173

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0319 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0552 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0312 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4798 top1= 77.9147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5181 top1= 53.3754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3889 top1= 61.1378

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0301 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0523 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0294 top1= 99.7159

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4936 top1= 78.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5287 top1= 53.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3963 top1= 61.3882

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0284 top1=100.0000

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0499 top1= 99.4318

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0283 top1= 99.7159

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5089 top1= 77.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5419 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4032 top1= 61.7488

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0270 top1=100.0000

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0475 top1= 99.4318

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0269 top1= 99.7159

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5230 top1= 78.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5518 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4075 top1= 62.0393

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0255 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



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


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0453 top1= 99.4318

=== 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 |   8736/60000 ( 15%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5345 top1= 78.1250


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5654 top1= 54.4972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4102 top1= 62.2596

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0240 top1=100.0000

=== 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 |   4576/60000 (  8%) ] Loss: 0.0433 top1= 99.4318

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0245 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5484 top1= 78.0950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5753 top1= 54.8077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4177 top1= 62.4800

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0228 top1=100.0000

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0413 top1= 99.4318

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0234 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=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5623 top1= 78.1150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5855 top1= 55.0481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4176 top1= 62.8506

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0215 top1=100.0000

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0392 top1= 99.4318

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0227 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=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5722 top1= 78.1951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5884 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4191 top1= 63.0709

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0205 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0375 top1= 99.4318

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0218 top1= 99.7159

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5854 top1= 78.2352


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5935 top1= 55.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4203 top1= 63.3914

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0195 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=0.021


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0359 top1= 99.4318

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0208 top1= 99.7159

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5975 top1= 78.2452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6058 top1= 55.9195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4148 top1= 63.8321

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0186 top1=100.0000

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0339 top1= 99.4318

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0202 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=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6103 top1= 78.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6086 top1= 56.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4164 top1= 64.2127

