
=== 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= 11.0795

=== 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: 2.2837 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= 18.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2761 top1= 18.4595


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

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.2815 top1= 12.7841

=== 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: 2.2698 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= 20.1705

=== 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=2.2482 top1= 27.4940


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2483 top1= 27.5641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2483 top1= 27.4038

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.2535 top1= 18.4659

=== 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: 2.2403 top1= 20.4545

=== 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: 2.2232 top1= 26.7045

=== 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=2.2177 top1= 32.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2178 top1= 32.4319


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2176 top1= 31.5805

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 2.2235 top1= 24.7159

=== 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: 2.2072 top1= 27.2727

=== 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: 2.1887 top1= 32.6705

=== 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=2.1841 top1= 40.3946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1843 top1= 41.4062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1840 top1= 39.2027

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 2.1909 top1= 29.5455

=== 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: 2.1706 top1= 33.2386

=== 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: 2.1507 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=2.1470 top1= 45.4026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1471 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1469 top1= 44.6414

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 2.1549 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: 2.1295 top1= 38.6364

=== 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: 2.1084 top1= 42.3295

=== 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= 49.1687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1056 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1056 top1= 48.5276

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 2.1152 top1= 36.6477

=== 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: 2.0832 top1= 42.6136

=== 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: 2.0615 top1= 46.5909

=== 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=2.0588 top1= 52.7244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0589 top1= 53.5457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0589 top1= 51.9832

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 2.0701 top1= 40.6250

=== 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: 2.0314 top1= 47.1591

=== 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: 2.0088 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= 55.9195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0060 top1= 56.6907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0060 top1= 55.3085

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 2.0187 top1= 45.1705

=== 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: 1.9732 top1= 52.5568

=== 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: 1.9495 top1= 50.8523

=== 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=1.9458 top1= 59.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9458 top1= 60.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9459 top1= 58.8341

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 1.9606 top1= 50.0000

=== 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: 1.9066 top1= 57.6705

=== 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: 1.8832 top1= 53.9773

=== 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=1.8778 top1= 62.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8777 top1= 62.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8779 top1= 61.7188

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 1.8946 top1= 53.4091

=== 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: 1.8319 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: 1.8099 top1= 56.8182

=== 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=1.8025 top1= 64.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8024 top1= 65.6550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8028 top1= 64.4331

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 1.8221 top1= 54.8295

=== 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: 1.7505 top1= 63.0682

=== 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: 1.7305 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=1.7202 top1= 67.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7200 top1= 68.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7206 top1= 67.1775

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 1.7436 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: 1.6631 top1= 63.3523

=== 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: 1.6457 top1= 63.0682

=== 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= 69.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6310 top1= 70.2925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6319 top1= 69.4211

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 1.6596 top1= 59.9432

=== 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: 1.5708 top1= 64.4886

=== 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: 1.5569 top1= 64.4886

=== 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= 71.8950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5368 top1= 72.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5380 top1= 71.3542

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 1.5714 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: 1.4758 top1= 65.6250

=== 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: 1.4658 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=1.4401 top1= 73.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4396 top1= 74.4491


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4409 top1= 73.4776

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 1.4807 top1= 65.0568

=== 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: 1.3801 top1= 69.0341

=== 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: 1.3744 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=1.3425 top1= 75.7011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3419 top1= 76.2420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3433 top1= 75.1102

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 1.3901 top1= 65.6250

=== 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: 1.2867 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: 1.2850 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=1.2475 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2468 top1= 77.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2484 top1= 76.9932

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 1.3020 top1= 68.4659

=== 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: 1.1983 top1= 72.4432

=== 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: 1.1998 top1= 70.7386

=== 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=1.1574 top1= 78.7360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1566 top1= 79.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1585 top1= 78.2552

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 1.2185 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: 1.1160 top1= 73.0114

=== 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: 1.1204 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=1.0740 top1= 79.8077


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0732 top1= 80.1783


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0752 top1= 79.3470

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 1.1412 top1= 70.7386

=== 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: 1.0412 top1= 74.7159

=== 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: 1.0477 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=0.9985 top1= 80.6591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9977 top1= 81.0998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9998 top1= 80.2684

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 1.0710 top1= 72.1591

=== 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: 0.9743 top1= 75.5682

=== 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: 0.9818 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=0.9312 top1= 81.5705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9303 top1= 81.7508


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9325 top1= 81.2400

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 1.0082 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: 0.9148 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: 0.9227 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=0.8716 top1= 82.1414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8707 top1= 82.4018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8730 top1= 81.8109

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.9522 top1= 73.2955

=== 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: 0.8621 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: 0.8701 top1= 78.1250

=== 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=0.8192 top1= 82.7925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8183 top1= 83.0729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8207 top1= 82.4119

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.9027 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: 0.8154 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: 0.8232 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=0.7733 top1= 83.2833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7723 top1= 83.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7748 top1= 83.0329

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.8589 top1= 76.1364

=== 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: 0.7740 top1= 78.4091

=== 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: 0.7814 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=0.7330 top1= 83.7240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7320 top1= 84.1446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7344 top1= 83.4736

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.8200 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: 0.7373 top1= 79.8295

=== 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: 0.7441 top1= 80.9659

=== 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=0.6976 top1= 84.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6967 top1= 84.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6992 top1= 84.0044

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.7853 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: 0.7046 top1= 79.8295

=== 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: 0.7107 top1= 81.5341

=== 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=0.6665 top1= 84.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6656 top1= 84.9559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6681 top1= 84.3750

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.7544 top1= 77.2727

=== 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: 0.6755 top1= 81.5341

=== 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: 0.6807 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=0.6390 top1= 85.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6381 top1= 85.3265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6405 top1= 84.8858

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.7265 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: 0.6493 top1= 82.3864

=== 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: 0.6536 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=0.6146 top1= 85.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6137 top1= 85.8173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6161 top1= 85.1863

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.7013 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: 0.6258 top1= 83.2386

=== 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: 0.6289 top1= 82.9545

=== 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=0.5928 top1= 85.8474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5919 top1= 86.0377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5943 top1= 85.5769

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.6783 top1= 78.6932

=== 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: 0.6044 top1= 83.5227

=== 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: 0.6063 top1= 84.3750

=== 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=0.5733 top1= 86.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5724 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5747 top1= 85.8273

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.6573 top1= 78.9773

=== 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: 0.5849 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: 0.5856 top1= 84.3750

=== 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=0.5557 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5549 top1= 86.4583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5571 top1= 86.1278

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.6381 top1= 79.5455

=== 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: 0.5671 top1= 85.2273

=== 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: 0.5666 top1= 84.6591

=== 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=0.5398 top1= 86.5986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5389 top1= 86.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5412 top1= 86.3482

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.6204 top1= 80.1136

=== 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: 0.5508 top1= 86.0795

=== 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: 0.5489 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=0.5253 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5245 top1= 87.0593


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5268 top1= 86.6386

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.6039 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: 0.5359 top1= 86.3636

=== 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: 0.5326 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=0.5122 top1= 87.1795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5114 top1= 87.3097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5136 top1= 86.8890

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.5887 top1= 81.5341

=== 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: 0.5220 top1= 86.9318

=== 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: 0.5173 top1= 86.6477

=== 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=0.5001 top1= 87.4299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4994 top1= 87.5000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5015 top1= 87.1795

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.5745 top1= 82.6705

=== 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: 0.5092 top1= 86.9318

=== 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: 0.5033 top1= 86.6477

=== 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=0.4891 top1= 87.6502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4883 top1= 87.7804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4905 top1= 87.3998

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.5614 top1= 83.2386

=== 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: 0.4974 top1= 87.2159

=== 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: 0.4901 top1= 87.2159

=== 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=0.4789 top1= 87.8706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4782 top1= 87.9708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4803 top1= 87.7103

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.5492 top1= 84.0909

=== 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: 0.4864 top1= 87.7841

=== 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: 0.4777 top1= 88.0682

=== 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=0.4695 top1= 88.0609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4688 top1= 88.1110


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4709 top1= 87.8706

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.5377 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: 0.4763 top1= 88.0682

=== 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: 0.4662 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=0.4609 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4601 top1= 88.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4623 top1= 87.9808

