
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)

=== 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: 2.2981 top1= 11.3636

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



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


[E 1B20 |   7392/60000 ( 12%) ] Loss: 2.2836 top1= 14.7727

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2762 top1= 18.4495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2761 top1= 18.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2762 top1= 18.4796

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.2814 top1= 13.6364

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   3872/60000 (  6%) ] Loss: 2.2697 top1= 13.9205

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   7392/60000 ( 12%) ] Loss: 2.2544 top1= 19.8864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2483 top1= 27.4139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2483 top1= 27.5240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2483 top1= 27.3838

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.2533 top1= 18.7500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   3872/60000 (  6%) ] Loss: 2.2402 top1= 20.1705

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   7392/60000 ( 12%) ] Loss: 2.2231 top1= 26.9886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2178 top1= 31.9311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2179 top1= 32.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2176 top1= 31.4804

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 2.2233 top1= 25.2841

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   3872/60000 (  6%) ] Loss: 2.2070 top1= 26.9886

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



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


[E 4B20 |   7392/60000 ( 12%) ] Loss: 2.1886 top1= 32.9545

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1842 top1= 40.0741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1844 top1= 41.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1840 top1= 38.7320

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 2.1907 top1= 29.2614

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   3872/60000 (  6%) ] Loss: 2.1704 top1= 32.9545

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   7392/60000 ( 12%) ] Loss: 2.1505 top1= 37.7841

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1471 top1= 45.5028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1472 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1470 top1= 44.6314

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 2.1547 top1= 31.2500

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   3872/60000 (  6%) ] Loss: 2.1293 top1= 38.0682

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   7392/60000 ( 12%) ] Loss: 2.1082 top1= 42.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1056 top1= 49.4892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1057 top1= 50.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1056 top1= 48.5877

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 2.1148 top1= 36.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   3872/60000 (  6%) ] Loss: 2.0830 top1= 43.4659

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   7392/60000 ( 12%) ] Loss: 2.0613 top1= 46.3068

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0589 top1= 53.1150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0590 top1= 53.8862


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0589 top1= 52.0633

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 2.0697 top1= 40.3409

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   3872/60000 (  6%) ] Loss: 2.0311 top1= 46.8750

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   7392/60000 ( 12%) ] Loss: 2.0085 top1= 49.4318

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0059 top1= 56.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0060 top1= 56.9912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0060 top1= 55.3986

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 2.0181 top1= 44.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   3872/60000 (  6%) ] Loss: 1.9730 top1= 51.9886

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   7392/60000 ( 12%) ] Loss: 1.9493 top1= 51.4205

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9459 top1= 59.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9459 top1= 60.4868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9459 top1= 58.8542

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 1.9600 top1= 50.2841

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   3872/60000 (  6%) ] Loss: 1.9064 top1= 56.2500

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   7392/60000 ( 12%) ] Loss: 1.8830 top1= 53.6932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8779 top1= 62.5200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8778 top1= 63.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8780 top1= 61.8189

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 1.8941 top1= 53.1250

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   3872/60000 (  6%) ] Loss: 1.8316 top1= 60.7955

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   7392/60000 ( 12%) ] Loss: 1.8097 top1= 57.3864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8026 top1= 65.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8024 top1= 65.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8029 top1= 64.4431

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 1.8215 top1= 55.3977

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   3872/60000 (  6%) ] Loss: 1.7500 top1= 62.7841

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   7392/60000 ( 12%) ] Loss: 1.7303 top1= 61.0795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7203 top1= 67.8285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7200 top1= 68.4195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7207 top1= 67.2676

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 1.7429 top1= 58.8068

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   3872/60000 (  6%) ] Loss: 1.6624 top1= 63.0682

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   7392/60000 ( 12%) ] Loss: 1.6456 top1= 62.7841

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6314 top1= 70.0521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6309 top1= 70.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6320 top1= 69.4311

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 1.6589 top1= 60.5114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   3872/60000 (  6%) ] Loss: 1.5701 top1= 63.9205

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   7392/60000 ( 12%) ] Loss: 1.5568 top1= 64.2045

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5373 top1= 71.9451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5367 top1= 72.5461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5381 top1= 71.3341

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 1.5704 top1= 61.6477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   3872/60000 (  6%) ] Loss: 1.4749 top1= 65.3409

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   7392/60000 ( 12%) ] Loss: 1.4656 top1= 66.1932

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4400 top1= 74.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4393 top1= 74.4792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4409 top1= 73.4275

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 1.4797 top1= 65.6250

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   3872/60000 (  6%) ] Loss: 1.3791 top1= 69.8864

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   7392/60000 ( 12%) ] Loss: 1.3740 top1= 67.8977

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3423 top1= 75.6911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3415 top1= 76.3522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3433 top1= 75.1803

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 1.3890 top1= 66.1932

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   3872/60000 (  6%) ] Loss: 1.2856 top1= 71.5909

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   7392/60000 ( 12%) ] Loss: 1.2845 top1= 70.1705

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2472 top1= 77.4139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2463 top1= 77.9347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2483 top1= 76.8530

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 1.3007 top1= 68.1818

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   3872/60000 (  6%) ] Loss: 1.1970 top1= 72.1591

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   7392/60000 ( 12%) ] Loss: 1.1993 top1= 71.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1571 top1= 78.7961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1561 top1= 79.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1584 top1= 78.1851

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 1.2171 top1= 69.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   3872/60000 (  6%) ] Loss: 1.1148 top1= 73.2955

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   7392/60000 ( 12%) ] Loss: 1.1199 top1= 73.0114

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0737 top1= 79.8678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0727 top1= 80.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0751 top1= 79.4171

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 1.1397 top1= 71.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   3872/60000 (  6%) ] Loss: 1.0399 top1= 74.4318

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   7392/60000 ( 12%) ] Loss: 1.0472 top1= 74.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9982 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9971 top1= 81.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9997 top1= 80.3085

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 1.0694 top1= 72.4432

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   3872/60000 (  6%) ] Loss: 0.9729 top1= 75.2841

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.9812 top1= 75.8523

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9308 top1= 81.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9297 top1= 81.7909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9324 top1= 81.2099

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 1.0066 top1= 73.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   3872/60000 (  6%) ] Loss: 0.9134 top1= 76.1364

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.9221 top1= 76.9886

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8712 top1= 82.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8701 top1= 82.5921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8729 top1= 81.7909

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.9506 top1= 73.5795

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   3872/60000 (  6%) ] Loss: 0.8607 top1= 77.5568

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.8696 top1= 78.4091

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8189 top1= 82.8926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8177 top1= 83.1831


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8205 top1= 82.4519

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.9010 top1= 75.8523

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   3872/60000 (  6%) ] Loss: 0.8140 top1= 78.1250

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.8228 top1= 79.5455

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7729 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7717 top1= 83.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7746 top1= 83.1130

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.8571 top1= 76.7045

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   3872/60000 (  6%) ] Loss: 0.7725 top1= 78.6932

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.7810 top1= 80.1136

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7326 top1= 83.8742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7315 top1= 84.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7343 top1= 83.5837

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.8181 top1= 76.1364

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   3872/60000 (  6%) ] Loss: 0.7358 top1= 80.1136

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.7437 top1= 80.3977

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6973 top1= 84.4351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6961 top1= 84.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6990 top1= 84.0044

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.7834 top1= 76.9886

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   3872/60000 (  6%) ] Loss: 0.7031 top1= 80.3977

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.7104 top1= 81.2500

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6662 top1= 84.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6651 top1= 85.0160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6679 top1= 84.5252

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.7524 top1= 77.5568

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   3872/60000 (  6%) ] Loss: 0.6740 top1= 81.2500

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.6804 top1= 81.8182

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6386 top1= 85.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6376 top1= 85.4067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6403 top1= 85.0060

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.7245 top1= 78.4091

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   3872/60000 (  6%) ] Loss: 0.6479 top1= 82.6705

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.6533 top1= 82.6705

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6142 top1= 85.5669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6132 top1= 85.8574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6158 top1= 85.2965

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.6991 top1= 78.6932

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   3872/60000 (  6%) ] Loss: 0.6242 top1= 83.5227

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.6287 top1= 83.2386

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5924 top1= 85.8674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5914 top1= 86.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5940 top1= 85.5970

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.6760 top1= 78.9773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   3872/60000 (  6%) ] Loss: 0.6028 top1= 84.3750

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.6062 top1= 84.0909

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5728 top1= 86.1879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5719 top1= 86.3682


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5745 top1= 85.9075

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.6550 top1= 79.2614

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   3872/60000 (  6%) ] Loss: 0.5833 top1= 84.9432

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.5854 top1= 84.6591

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5552 top1= 86.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5543 top1= 86.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5568 top1= 86.1579

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.6357 top1= 80.6818

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   3872/60000 (  6%) ] Loss: 0.5655 top1= 85.5114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.5663 top1= 84.9432

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5393 top1= 86.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5384 top1= 86.8990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5409 top1= 86.4683

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.6180 top1= 80.6818

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   3872/60000 (  6%) ] Loss: 0.5493 top1= 86.6477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.5486 top1= 85.5114

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5248 top1= 87.0292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5240 top1= 87.1795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5264 top1= 86.7488

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.6016 top1= 80.6818

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   3872/60000 (  6%) ] Loss: 0.5343 top1= 87.5000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.5323 top1= 85.7955

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5117 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5109 top1= 87.3998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5132 top1= 86.9792

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.5864 top1= 81.8182

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   3872/60000 (  6%) ] Loss: 0.5204 top1= 87.7841

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.5172 top1= 85.7955

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4997 top1= 87.4700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4989 top1= 87.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5012 top1= 87.2296

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.5722 top1= 82.1023

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   3872/60000 (  6%) ] Loss: 0.5075 top1= 87.7841

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.5031 top1= 85.7955

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4887 top1= 87.7204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4879 top1= 87.8105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4902 top1= 87.5200

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.5590 top1= 82.9545

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   3872/60000 (  6%) ] Loss: 0.4956 top1= 88.0682

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.4899 top1= 86.6477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4785 top1= 87.9207


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4778 top1= 87.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4800 top1= 87.7704

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.5467 top1= 83.8068

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   3872/60000 (  6%) ] Loss: 0.4845 top1= 88.3523

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.4775 top1= 87.5000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4692 top1= 88.0909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4684 top1= 88.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4707 top1= 87.9107

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.5353 top1= 84.0909

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   3872/60000 (  6%) ] Loss: 0.4742 top1= 88.3523

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.4660 top1= 88.0682

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4605 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4598 top1= 88.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4620 top1= 87.9808

