
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 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 |   4224/60000 (  7%) ] Loss: 2.2920 top1= 13.6364

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2810 top1= 14.4886

=== 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=2.2737 top1= 19.7216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2751 top1= 18.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2751 top1= 18.4996

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2606 top1= 16.4773

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2513 top1= 20.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.030



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2464 top1= 24.4318

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2516 top1= 36.1178


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2439 top1= 36.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2433 top1= 35.4968

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2317 top1= 22.1591

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2364 top1= 24.1477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2328 top1= 26.4205

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2029 top1= 38.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2029 top1= 38.3213


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2033 top1= 38.2312

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2421 top1= 24.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2009 top1= 27.2727

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1736 top1= 27.8409

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0835 top1= 38.6819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0974 top1= 38.8522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0989 top1= 38.7921

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1741 top1= 28.4091

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.0962 top1= 32.6705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.0647 top1= 30.9659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9435 top1= 40.6951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9619 top1= 40.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9638 top1= 40.7452

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.0614 top1= 32.9545

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.9758 top1= 37.7841

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.9684 top1= 33.5227

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8078 top1= 42.6583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8252 top1= 42.5781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8273 top1= 42.6683

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.9696 top1= 36.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.8875 top1= 38.9205

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.9126 top1= 35.5114

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6834 top1= 44.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6944 top1= 44.5913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6972 top1= 44.4311

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.9239 top1= 38.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.8406 top1= 41.1932

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.8864 top1= 37.7841

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5688 top1= 46.6647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5702 top1= 47.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5741 top1= 46.9852

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.9071 top1= 40.9091

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.8245 top1= 41.4773

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.8905 top1= 39.4886

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4701 top1= 49.8197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4569 top1= 50.9615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4625 top1= 50.4407

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9220 top1= 43.7500

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E10B10 |   4224/60000 (  7%) ] Loss: 1.8464 top1= 43.7500

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.003


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9342 top1= 41.1932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4022 top1= 52.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3668 top1= 54.4872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3740 top1= 54.1366

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9789 top1= 44.8864

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9101 top1= 44.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E11B20 |   8064/60000 ( 13%) ] Loss: 2.0369 top1= 43.7500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3792 top1= 54.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3113 top1= 56.6607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3207 top1= 56.4704

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 2.0958 top1= 45.4545

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E12B10 |   4224/60000 (  7%) ] Loss: 2.0354 top1= 44.3182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E12B20 |   8064/60000 ( 13%) ] Loss: 2.2326 top1= 44.3182

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4140 top1= 55.5088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2995 top1= 58.1430


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3124 top1= 57.8826

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 2.3045 top1= 45.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E13B10 |   4224/60000 (  7%) ] Loss: 2.2474 top1= 45.1705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E13B20 |   8064/60000 ( 13%) ] Loss: 2.5546 top1= 44.3182

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5223 top1= 55.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3423 top1= 58.5837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3587 top1= 58.2332

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 2.6431 top1= 45.1705

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E14B10 |   4224/60000 (  7%) ] Loss: 2.5859 top1= 44.6023

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.004


[E14B20 |   8064/60000 ( 13%) ] Loss: 3.0518 top1= 44.3182

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7259 top1= 54.8778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4525 top1= 58.1430


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4762 top1= 57.8025

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 3.1587 top1= 46.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.005


[E15B10 |   4224/60000 (  7%) ] Loss: 3.0931 top1= 44.6023

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.005


[E15B20 |   8064/60000 ( 13%) ] Loss: 3.7823 top1= 42.6136

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0512 top1= 54.0264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6522 top1= 57.5821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6818 top1= 56.9912

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 3.9107 top1= 44.3182

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.006


[E16B10 |   4224/60000 (  7%) ] Loss: 3.8169 top1= 42.8977

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.006


[E16B20 |   8064/60000 ( 13%) ] Loss: 4.7834 top1= 43.1818

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5041 top1= 53.3754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9494 top1= 56.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9868 top1= 56.6106

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 4.9410 top1= 43.7500

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.007


[E17B10 |   4224/60000 (  7%) ] Loss: 4.7882 top1= 42.6136

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.007


[E17B20 |   8064/60000 ( 13%) ] Loss: 6.0963 top1= 42.6136

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0901 top1= 53.3454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3529 top1= 56.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3868 top1= 56.5104

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 6.2729 top1= 44.6023

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.057



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.009


[E18B10 |   4224/60000 (  7%) ] Loss: 6.0269 top1= 42.8977

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.009


[E18B20 |   8064/60000 ( 13%) ] Loss: 7.7240 top1= 43.1818

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7776 top1= 53.7961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8286 top1= 56.8810


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8728 top1= 56.8409

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 7.8834 top1= 44.3182

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.011


[E19B10 |   4224/60000 (  7%) ] Loss: 7.4730 top1= 42.0455

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.011


[E19B20 |   8064/60000 ( 13%) ] Loss: 9.6234 top1= 44.6023

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5384 top1= 55.0280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3757 top1= 57.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4153 top1= 57.8225

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 9.7348 top1= 44.3182

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.014


[E20B10 |   4224/60000 (  7%) ] Loss: 9.0713 top1= 41.1932

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.015


[E20B20 |   8064/60000 ( 13%) ] Loss: 11.6293 top1= 45.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2743 top1= 56.4503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9227 top1= 59.5252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9499 top1= 59.2748

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 11.6258 top1= 44.0341

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.018


[E21B10 |   4224/60000 (  7%) ] Loss: 10.6716 top1= 43.1818

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.019


[E21B20 |   8064/60000 ( 13%) ] Loss: 13.5619 top1= 46.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9531 top1= 58.4034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4596 top1= 61.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4568 top1= 61.1178

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 13.4112 top1= 44.6023

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.023


[E22B10 |   4224/60000 (  7%) ] Loss: 12.2047 top1= 43.7500

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.025


[E22B20 |   8064/60000 ( 13%) ] Loss: 15.2904 top1= 46.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6216 top1= 59.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9575 top1= 62.7804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9241 top1= 62.9207

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 14.9337 top1= 46.0227

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.029


[E23B10 |   4224/60000 (  7%) ] Loss: 13.4330 top1= 45.1705

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.031


[E23B20 |   8064/60000 ( 13%) ] Loss: 16.6920 top1= 48.2955

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.1372 top1= 61.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3033 top1= 64.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2952 top1= 64.5132

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 16.2377 top1= 45.7386

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.035


[E24B10 |   4224/60000 (  7%) ] Loss: 14.3222 top1= 47.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.037


[E24B20 |   8064/60000 ( 13%) ] Loss: 17.9831 top1= 48.0114

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4862 top1= 62.6402


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5606 top1= 65.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6017 top1= 65.9255

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 17.1323 top1= 47.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.041


[E25B10 |   4224/60000 (  7%) ] Loss: 15.2046 top1= 49.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.042


[E25B20 |   8064/60000 ( 13%) ] Loss: 18.8720 top1= 48.8636

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9216 top1= 63.3614


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8426 top1= 66.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8953 top1= 66.9571

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 17.9355 top1= 47.4432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.046


[E26B10 |   4224/60000 (  7%) ] Loss: 15.8575 top1= 50.8523

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.047


[E26B20 |   8064/60000 ( 13%) ] Loss: 19.5356 top1= 50.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.1328 top1= 64.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0423 top1= 67.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1008 top1= 67.9587

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 18.4948 top1= 47.7273

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.050


[E27B10 |   4224/60000 (  7%) ] Loss: 16.3841 top1= 52.2727

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.052


[E27B20 |   8064/60000 ( 13%) ] Loss: 20.0921 top1= 49.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.4381 top1= 64.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1948 top1= 68.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2333 top1= 68.6298

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 18.8517 top1= 48.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.055


[E28B10 |   4224/60000 (  7%) ] Loss: 16.8596 top1= 52.8409

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.056


[E28B20 |   8064/60000 ( 13%) ] Loss: 20.4924 top1= 52.2727

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6032 top1= 65.1142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3420 top1= 68.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3991 top1= 69.0204

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 19.2774 top1= 48.2955

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.059


[E29B10 |   4224/60000 (  7%) ] Loss: 17.1215 top1= 54.5455

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.060


[E29B20 |   8064/60000 ( 13%) ] Loss: 20.8590 top1= 52.8409

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.5249 top1= 65.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3818 top1= 68.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4453 top1= 69.3510

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 19.5133 top1= 50.2841

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.063


[E30B10 |   4224/60000 (  7%) ] Loss: 17.4552 top1= 54.2614

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.064


[E30B20 |   8064/60000 ( 13%) ] Loss: 21.1932 top1= 51.9886

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7635 top1= 65.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4687 top1= 69.1006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5208 top1= 69.6014

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 19.7323 top1= 50.5682

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.066


[E31B10 |   4224/60000 (  7%) ] Loss: 17.5931 top1= 54.2614

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.067


[E31B20 |   8064/60000 ( 13%) ] Loss: 21.3658 top1= 53.4091

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8640 top1= 65.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5532 top1= 69.3510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5691 top1= 69.9419

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 19.9267 top1= 50.8523

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.069


[E32B10 |   4224/60000 (  7%) ] Loss: 17.7113 top1= 53.6932

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.069


[E32B20 |   8064/60000 ( 13%) ] Loss: 21.4522 top1= 53.6932

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8715 top1= 66.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5789 top1= 69.4511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5998 top1= 70.0421

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 20.0257 top1= 50.5682

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.071


[E33B10 |   4224/60000 (  7%) ] Loss: 17.8206 top1= 53.9773

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.071


[E33B20 |   8064/60000 ( 13%) ] Loss: 21.4684 top1= 54.2614

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9467 top1= 66.2660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6079 top1= 69.6815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6437 top1= 70.1122

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 20.1140 top1= 50.8523

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.072


[E34B10 |   4224/60000 (  7%) ] Loss: 17.8985 top1= 53.6932

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.073


[E34B20 |   8064/60000 ( 13%) ] Loss: 21.4502 top1= 53.9773

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8530 top1= 66.4663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5941 top1= 69.8417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6361 top1= 70.2424

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 20.1789 top1= 50.5682

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.073


[E35B10 |   4224/60000 (  7%) ] Loss: 17.8844 top1= 54.2614

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074


[E35B20 |   8064/60000 ( 13%) ] Loss: 21.4383 top1= 53.9773

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8719 top1= 66.5465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6064 top1= 69.7716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6231 top1= 70.3425

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 20.1847 top1= 50.5682

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074


[E36B10 |   4224/60000 (  7%) ] Loss: 17.8501 top1= 53.9773

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075


[E36B20 |   8064/60000 ( 13%) ] Loss: 21.4113 top1= 53.9773

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8777 top1= 66.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5972 top1= 69.8918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6291 top1= 70.4227

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 20.2307 top1= 50.5682

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074


[E37B10 |   4224/60000 (  7%) ] Loss: 17.8494 top1= 53.4091

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075


[E37B20 |   8064/60000 ( 13%) ] Loss: 21.3897 top1= 53.4091

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9171 top1= 66.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6177 top1= 69.9820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6504 top1= 70.5128

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 20.2324 top1= 51.1364

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074


[E38B10 |   4224/60000 (  7%) ] Loss: 17.8055 top1= 53.6932

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075


[E38B20 |   8064/60000 ( 13%) ] Loss: 21.3959 top1= 53.9773

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9234 top1= 66.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6233 top1= 69.9619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6557 top1= 70.5028

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 20.2587 top1= 50.8523

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.074


[E39B10 |   4224/60000 (  7%) ] Loss: 17.8166 top1= 53.9773

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075


[E39B20 |   8064/60000 ( 13%) ] Loss: 21.4146 top1= 53.4091

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9304 top1= 66.5365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6265 top1= 70.0120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6621 top1= 70.5529

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 20.2710 top1= 51.1364

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.075


[E40B10 |   4224/60000 (  7%) ] Loss: 17.8249 top1= 53.9773

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.076


[E40B20 |   8064/60000 ( 13%) ] Loss: 21.4123 top1= 53.4091

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9279 top1= 66.5465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6232 top1= 69.9920


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6649 top1= 70.5128

