
=== 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: 2.2753 top1= 17.8977

=== 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: 2.2458 top1= 19.8864

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2198 top1= 29.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2192 top1= 31.7909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2203 top1= 29.8978

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2168 top1= 25.0000

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1866 top1= 33.8068

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1420 top1= 38.3523

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1106 top1= 47.0353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1103 top1= 49.3089


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1112 top1= 46.0637

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1122 top1= 37.5000

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0680 top1= 46.0227

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0032 top1= 51.9886

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9586 top1= 59.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9586 top1= 58.2432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9585 top1= 57.3518

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9687 top1= 48.5795

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9020 top1= 53.9773

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8160 top1= 56.8182

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7467 top1= 67.2877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7472 top1= 66.9271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7472 top1= 66.0357

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7721 top1= 60.7955

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6789 top1= 61.0795

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.5679 top1= 63.3523

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4752 top1= 73.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4756 top1= 72.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4747 top1= 73.3373

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5198 top1= 65.3409

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.4182 top1= 67.3295

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.2973 top1= 69.6023

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1896 top1= 78.3454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1906 top1= 78.1350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1902 top1= 78.2051

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2574 top1= 70.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.1729 top1= 73.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.0574 top1= 73.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9549 top1= 81.8409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9548 top1= 81.2200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9545 top1= 81.8309

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0531 top1= 73.5795

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.9862 top1= 76.4205

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.8844 top1= 76.9886

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7867 top1= 83.6238


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7898 top1= 83.0329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7858 top1= 83.9343

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.8990 top1= 74.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.8460 top1= 79.8295

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.7692 top1= 78.6932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6751 top1= 84.8758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6772 top1= 84.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6761 top1= 84.9359

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.7960 top1= 77.5568

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B10 |   4224/60000 (  7%) ] Loss: 0.7555 top1= 82.3864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.6754 top1= 81.5341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5968 top1= 85.9575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5985 top1= 85.5569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5975 top1= 86.2981

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.7164 top1= 79.5455

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E11B10 |   4224/60000 (  7%) ] Loss: 0.6841 top1= 83.5227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.6116 top1= 82.3864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5408 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5425 top1= 86.6687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5417 top1= 87.1494

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.6520 top1= 82.3864

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4224/60000 (  7%) ] Loss: 0.6286 top1= 84.3750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5561 top1= 84.3750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5005 top1= 87.5300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5039 top1= 87.2596


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4989 top1= 87.8906

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.6049 top1= 83.8068

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5886 top1= 85.2273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.003


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.5188 top1= 84.6591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4666 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4705 top1= 88.0809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4663 top1= 88.3413

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.5741 top1= 84.0909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5628 top1= 86.6477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4842 top1= 86.0795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4441 top1= 88.4716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4477 top1= 88.2812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4430 top1= 88.6018

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.5386 top1= 85.2273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5327 top1= 87.2159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4564 top1= 86.9318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4218 top1= 88.8121


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4248 top1= 88.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4214 top1= 89.0124

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5088 top1= 85.7955

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5093 top1= 87.7841

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4399 top1= 86.3636

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4055 top1= 89.1927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4080 top1= 88.9323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4063 top1= 89.3129

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4846 top1= 87.2159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4915 top1= 88.0682

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4094 top1= 87.5000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3951 top1= 89.2027


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3950 top1= 89.0625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3942 top1= 89.3730

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4717 top1= 87.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.003


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4802 top1= 88.3523

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4037 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3805 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3819 top1= 89.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3799 top1= 89.7536

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4583 top1= 87.2159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4664 top1= 89.4886

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3885 top1= 88.9205

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3703 top1= 89.7436


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3720 top1= 89.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3713 top1= 89.7837

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4409 top1= 88.0682

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4550 top1= 88.9205

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3702 top1= 89.4886

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3613 top1= 89.8337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3626 top1= 89.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3618 top1= 89.8938

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4243 top1= 88.3523

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4435 top1= 88.9205

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3565 top1= 89.7727

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3535 top1= 90.1342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3522 top1= 90.3846

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4065 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4229 top1= 89.7727

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3438 top1= 91.1932

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3475 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3486 top1= 90.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3477 top1= 90.2945

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4014 top1= 88.9205

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4218 top1= 89.7727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.005


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3334 top1= 91.1932

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3408 top1= 90.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3445 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3393 top1= 90.6250

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3983 top1= 89.4886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4206 top1= 89.7727

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3302 top1= 90.9091

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3341 top1= 90.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3368 top1= 90.2344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3347 top1= 90.5849

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3899 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4068 top1= 90.6250

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3195 top1= 90.9091

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3294 top1= 90.6150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3317 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3292 top1= 90.7352

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3763 top1= 88.9205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3967 top1= 90.6250

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3105 top1= 92.6136

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3235 top1= 90.8253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3274 top1= 90.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3243 top1= 90.9355

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3648 top1= 90.0568

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3920 top1= 90.3409

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3016 top1= 93.4659

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3185 top1= 91.0056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3234 top1= 90.8053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3201 top1= 90.9355

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3686 top1= 88.9205

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3777 top1= 90.6250

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.004


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2892 top1= 92.8977

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3146 top1= 91.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3167 top1= 90.8353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3144 top1= 91.0357

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3525 top1= 90.0568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3812 top1= 90.6250

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2877 top1= 93.1818

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3130 top1= 90.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3159 top1= 90.8954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3119 top1= 91.1258

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3500 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3649 top1= 91.1932

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2842 top1= 92.6136

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3052 top1= 91.3061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3064 top1= 91.2059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3063 top1= 91.3161

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3371 top1= 90.3409

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3584 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2734 top1= 93.7500

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3013 top1= 91.3061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3035 top1= 91.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3014 top1= 91.4864

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3344 top1= 89.2045

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3538 top1= 91.7614

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2709 top1= 93.4659

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2999 top1= 91.2961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2989 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3009 top1= 91.3862

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3231 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3433 top1= 92.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.006


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2583 top1= 93.7500

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2937 top1= 91.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2955 top1= 91.5765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2947 top1= 91.5665

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3198 top1= 90.6250

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3456 top1= 91.7614

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2530 top1= 93.7500

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2926 top1= 91.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2940 top1= 91.5865

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3168 top1= 90.9091

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3349 top1= 91.4773

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2536 top1= 94.0341

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2888 top1= 91.7167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.5164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2869 top1= 91.7668

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3037 top1= 91.7614

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3282 top1= 91.7614

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2451 top1= 94.0341

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2861 top1= 91.8169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2879 top1= 91.5865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2856 top1= 91.9571

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3047 top1= 91.4773

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3242 top1= 92.6136

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2437 top1= 94.0341

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2825 top1= 91.9471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2836 top1= 91.9972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2832 top1= 91.9671

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2894 top1= 92.0455

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3174 top1= 92.0455

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2403 top1= 94.6023

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2816 top1= 91.8570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2809 top1= 91.9371


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2811 top1= 91.8670

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2879 top1= 91.4773

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3104 top1= 92.6136

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.005


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2303 top1= 95.4545

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2760 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2776 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2763 top1= 92.1174

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2857 top1= 92.0455

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3176 top1= 92.8977

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2347 top1= 94.0341

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2749 top1= 92.0573


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2769 top1= 91.9972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2757 top1= 92.0272

