
=== 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)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

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



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2964 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 |   8736/60000 ( 15%) ] Loss: 2.2861 top1= 11.0795

=== 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=2.2770 top1= 17.6883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2769 top1= 17.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2769 top1= 17.9788

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2762 top1= 13.3523

=== 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 |   4576/60000 (  8%) ] Loss: 2.2692 top1= 15.9091

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2596 top1= 14.7727

=== 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=2.2509 top1= 25.9816


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2505 top1= 26.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2506 top1= 26.2220

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2483 top1= 19.6023

=== 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 |   4576/60000 (  8%) ] Loss: 2.2425 top1= 21.5909

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2316 top1= 23.0114

=== 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=2.2223 top1= 28.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2219 top1= 29.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2220 top1= 29.5573

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2189 top1= 26.7045

=== 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 |   4576/60000 (  8%) ] Loss: 2.2132 top1= 27.8409

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2003 top1= 28.1250

=== 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=2.1897 top1= 37.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1893 top1= 36.7188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1895 top1= 37.8606

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1868 top1= 29.8295

=== 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 |   4576/60000 (  8%) ] Loss: 2.1799 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 |   8736/60000 ( 15%) ] Loss: 2.1647 top1= 33.2386

=== 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=2.1527 top1= 41.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1524 top1= 41.6066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1526 top1= 41.4563

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1508 top1= 33.5227

=== 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 |   4576/60000 (  8%) ] Loss: 2.1418 top1= 35.5114

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1239 top1= 38.6364

=== 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=2.1109 top1= 44.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1106 top1= 44.9519


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1111 top1= 44.6815

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1103 top1= 37.5000

=== 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 |   4576/60000 (  8%) ] Loss: 2.0974 top1= 39.7727

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0775 top1= 44.3182

=== 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=2.0637 top1= 47.2456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0634 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0640 top1= 47.3658

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0646 top1= 41.7614

=== 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 |   4576/60000 (  8%) ] Loss: 2.0470 top1= 44.0341

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0251 top1= 47.7273

=== 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=2.0103 top1= 50.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0102 top1= 51.2119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0106 top1= 50.8213

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0133 top1= 44.0341

=== 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 |   4576/60000 (  8%) ] Loss: 1.9898 top1= 46.5909

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9663 top1= 50.5682

=== 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=1.9495 top1= 53.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9495 top1= 54.4071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9499 top1= 53.6458

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9550 top1= 46.3068

=== 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 |   4576/60000 (  8%) ] Loss: 1.9248 top1= 50.2841

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9003 top1= 51.7045

=== 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=1.8813 top1= 55.7292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8812 top1= 56.9111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8817 top1= 56.2099

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.8901 top1= 48.2955

=== 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 |   4576/60000 (  8%) ] Loss: 1.8513 top1= 53.6932

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8278 top1= 53.9773

=== 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=1.8058 top1= 58.2532


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8055 top1= 59.4852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8061 top1= 58.7740

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8182 top1= 51.4205

=== 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 |   4576/60000 (  8%) ] Loss: 1.7704 top1= 55.6818

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7491 top1= 57.1023

=== 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=1.7230 top1= 60.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7227 top1= 61.8890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7232 top1= 61.2480

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7405 top1= 52.2727

=== 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 |   4576/60000 (  8%) ] Loss: 1.6828 top1= 59.6591

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6653 top1= 58.8068

=== 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=1.6338 top1= 62.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6335 top1= 64.0224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6338 top1= 63.6218

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6578 top1= 54.2614

=== 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 |   4576/60000 (  8%) ] Loss: 1.5897 top1= 61.6477

=== 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 |   8736/60000 ( 15%) ] Loss: 1.5779 top1= 59.9432

=== 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=1.5398 top1= 65.3646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5394 top1= 66.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5396 top1= 66.1659

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.5717 top1= 57.1023

=== 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 |   4576/60000 (  8%) ] Loss: 1.4938 top1= 63.6364

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4891 top1= 61.0795

=== 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=1.4430 top1= 67.7183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4425 top1= 68.6999


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4428 top1= 68.3794

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.4841 top1= 60.2273

=== 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 |   4576/60000 (  8%) ] Loss: 1.3974 top1= 65.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4011 top1= 62.7841

=== 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=1.3465 top1= 69.8117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3457 top1= 71.0136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3459 top1= 70.5729

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.3973 top1= 62.2159

=== 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 |   4576/60000 (  8%) ] Loss: 1.3037 top1= 67.3295

=== 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 |   8736/60000 ( 15%) ] Loss: 1.3160 top1= 64.4886

=== 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=1.2531 top1= 71.9651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2519 top1= 73.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2521 top1= 72.6863

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3142 top1= 63.6364

=== 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 |   4576/60000 (  8%) ] Loss: 1.2150 top1= 69.8864

=== 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 |   8736/60000 ( 15%) ] Loss: 1.2359 top1= 66.4773

=== 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=1.1651 top1= 73.9383


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1635 top1= 75.2003


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1637 top1= 74.7396

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2361 top1= 66.7614

=== 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 |   4576/60000 (  8%) ] Loss: 1.1323 top1= 71.0227

=== 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 |   8736/60000 ( 15%) ] Loss: 1.1618 top1= 68.7500

=== 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=1.0840 top1= 75.7412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0820 top1= 76.8129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0821 top1= 76.5325

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1640 top1= 68.7500

=== 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 |   4576/60000 (  8%) ] Loss: 1.0572 top1= 73.0114

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0946 top1= 69.6023

=== 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=1.0106 top1= 77.2035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0083 top1= 78.3053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0084 top1= 77.8746

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.0981 top1= 69.8864

=== 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 |   4576/60000 (  8%) ] Loss: 0.9899 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 |   8736/60000 ( 15%) ] Loss: 1.0342 top1= 70.7386

=== 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=0.9450 top1= 78.4355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9424 top1= 79.5072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9425 top1= 79.1266

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0385 top1= 70.7386

=== 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 |   4576/60000 (  8%) ] Loss: 0.9297 top1= 76.4205

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9804 top1= 71.8750

=== 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=0.8868 top1= 79.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8840 top1= 80.5889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8841 top1= 80.1382

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9848 top1= 72.1591

=== 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 |   4576/60000 (  8%) ] Loss: 0.8766 top1= 76.9886

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9323 top1= 73.2955

=== 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=0.8355 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8325 top1= 81.6106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8327 top1= 81.1498

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9365 top1= 73.2955

=== 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 |   4576/60000 (  8%) ] Loss: 0.8296 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 |   8736/60000 ( 15%) ] Loss: 0.8897 top1= 76.1364

=== 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=0.7903 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7872 top1= 82.2917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7875 top1= 81.8309

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8932 top1= 74.4318

=== 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 |   4576/60000 (  8%) ] Loss: 0.7881 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 |   8736/60000 ( 15%) ] Loss: 0.8520 top1= 77.5568

=== 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=0.7507 top1= 82.0212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7473 top1= 82.7724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7478 top1= 82.4119

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8543 top1= 75.8523

=== 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 |   4576/60000 (  8%) ] Loss: 0.7518 top1= 78.9773

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8187 top1= 78.1250

=== 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=0.7159 top1= 82.5120


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7124 top1= 83.3634


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7130 top1= 82.9928

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.8195 top1= 77.2727

=== 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 |   4576/60000 (  8%) ] Loss: 0.7195 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 |   8736/60000 ( 15%) ] Loss: 0.7892 top1= 78.6932

=== 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=0.6851 top1= 83.0429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6815 top1= 83.9042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6823 top1= 83.4936

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7881 top1= 78.1250

=== 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 |   4576/60000 (  8%) ] Loss: 0.6909 top1= 80.6818

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7632 top1= 78.6932

=== 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=0.6579 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6542 top1= 84.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6551 top1= 83.8141

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7598 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 |   4576/60000 (  8%) ] Loss: 0.6653 top1= 80.9659

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7402 top1= 79.5455

=== 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=0.6336 top1= 83.8442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6298 top1= 84.5553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6308 top1= 84.1146

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7342 top1= 79.8295

=== 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 |   4576/60000 (  8%) ] Loss: 0.6427 top1= 81.8182

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7195 top1= 80.1136

=== 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=0.6119 top1= 84.1446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6081 top1= 84.8658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6092 top1= 84.5052

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7110 top1= 80.1136

=== 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 |   4576/60000 (  8%) ] Loss: 0.6223 top1= 82.3864

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.7010 top1= 80.3977

=== 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=0.5925 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5886 top1= 85.0661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5898 top1= 84.8658

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6900 top1= 80.6818

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6040 top1= 82.3864

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6844 top1= 80.3977

=== 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=0.5749 top1= 84.7756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5710 top1= 85.3666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5723 top1= 85.0260

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6710 top1= 81.8182

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5876 top1= 82.9545

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6696 top1= 80.9659

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5591 top1= 85.0060


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5552 top1= 85.6070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5565 top1= 85.2764

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6537 top1= 81.8182

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5729 top1= 82.9545

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6565 top1= 80.9659

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5448 top1= 85.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5409 top1= 85.8574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5421 top1= 85.4567

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6379 top1= 81.5341

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E35B10 |   4576/60000 (  8%) ] Loss: 0.5597 top1= 83.2386

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6446 top1= 81.2500

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5318 top1= 85.4067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5279 top1= 86.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5291 top1= 85.6671

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6235 top1= 82.1023

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B10 |   4576/60000 (  8%) ] Loss: 0.5478 top1= 83.2386

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6340 top1= 81.2500

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5199 top1= 85.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5160 top1= 86.1879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5173 top1= 85.8273

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6104 top1= 81.8182

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B10 |   4576/60000 (  8%) ] Loss: 0.5369 top1= 83.2386

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6245 top1= 81.2500

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5091 top1= 85.7572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5051 top1= 86.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5065 top1= 86.0176

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5983 top1= 81.8182

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B10 |   4576/60000 (  8%) ] Loss: 0.5272 top1= 83.2386

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6160 top1= 81.8182

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4992 top1= 85.8774


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4952 top1= 86.4483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4967 top1= 86.2480

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5870 top1= 82.1023

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B10 |   4576/60000 (  8%) ] Loss: 0.5183 top1= 83.2386

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6084 top1= 82.1023

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4902 top1= 86.1178


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4860 top1= 86.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4877 top1= 86.4183

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5766 top1= 82.1023

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B10 |   4576/60000 (  8%) ] Loss: 0.5103 top1= 84.0909

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.6017 top1= 82.1023

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4818 top1= 86.2881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4776 top1= 86.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4792 top1= 86.5885

