
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 has targets: tensor([9, 9, 9, 9, 9], 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 |   4928/60000 (  8%) ] Loss: 1.9372 top1= 52.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.4291 top1= 60.2273

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2884 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7993 top1= 30.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7308 top1= 28.7861

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 1.0259 top1= 67.0455

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.334


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.7944 top1= 76.9886

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.137



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.450


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.6196 top1= 82.9545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.156



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.525



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5346 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3344 top1= 43.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2199 top1= 41.4864

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.5216 top1= 86.6477

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.572


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.4713 top1= 90.0568

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.4251 top1= 90.6250

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2038 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4305 top1= 45.6230


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3511 top1= 43.0088

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.4169 top1= 89.7727

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.601


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.4056 top1= 90.9091

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.596


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.3849 top1= 91.4773

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4784 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4684 top1= 46.0637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4063 top1= 43.4696

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.3867 top1= 91.1932

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.598


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.3822 top1= 91.4773

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.594


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.3686 top1= 91.1932

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6233 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4897 top1= 46.1939


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4297 top1= 43.5697

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.3735 top1= 91.7614

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.596


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.3723 top1= 92.3295

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.592


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.3609 top1= 90.9091

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7013 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4906 top1= 46.3141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4366 top1= 43.6398

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.3671 top1= 92.3295

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.594


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.3671 top1= 92.8977

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.3566 top1= 91.7614

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7462 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4835 top1= 46.3642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4345 top1= 43.6599

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.3636 top1= 92.6136

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.592


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.3642 top1= 92.8977

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.3537 top1= 92.0455

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7768 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4722 top1= 46.3742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4291 top1= 43.5797

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.3606 top1= 92.8977

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.3604 top1= 92.8977

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.3506 top1= 92.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7956 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4590 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4226 top1= 43.5697

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.3584 top1= 92.6136

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588


[E10B10 |   4928/60000 (  8%) ] Loss: 0.3590 top1= 92.8977

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.3490 top1= 92.6136

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8092 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4457 top1= 46.3842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4146 top1= 43.5196

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.3570 top1= 92.8977

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E11B10 |   4928/60000 (  8%) ] Loss: 0.3581 top1= 92.8977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.3479 top1= 92.3295

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8200 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4324 top1= 46.4143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4052 top1= 43.4896

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.3562 top1= 92.8977

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E12B10 |   4928/60000 (  8%) ] Loss: 0.3575 top1= 92.6136

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.3470 top1= 92.3295

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8289 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4194 top1= 46.4443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3956 top1= 43.4495

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.3555 top1= 92.8977

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E13B10 |   4928/60000 (  8%) ] Loss: 0.3568 top1= 92.6136

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.3462 top1= 92.6136

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8377 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4073 top1= 46.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3838 top1= 43.4495

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.3549 top1= 92.8977

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E14B10 |   4928/60000 (  8%) ] Loss: 0.3561 top1= 92.6136

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.3452 top1= 92.8977

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8469 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3968 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3748 top1= 43.4395

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.3546 top1= 92.8977

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E15B10 |   4928/60000 (  8%) ] Loss: 0.3554 top1= 92.6136

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.3444 top1= 92.8977

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8553 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3871 top1= 46.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3647 top1= 43.4395

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.3537 top1= 92.8977

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E16B10 |   4928/60000 (  8%) ] Loss: 0.3545 top1= 92.8977

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.3436 top1= 92.8977

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8639 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3776 top1= 46.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3565 top1= 43.4495

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.3531 top1= 92.8977

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E17B10 |   4928/60000 (  8%) ] Loss: 0.3541 top1= 92.8977

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.3431 top1= 92.8977

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8731 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3706 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3515 top1= 43.4295

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.3524 top1= 92.8977

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E18B10 |   4928/60000 (  8%) ] Loss: 0.3538 top1= 92.8977

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.3427 top1= 92.8977

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8813 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3630 top1= 46.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3462 top1= 43.3994

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.3519 top1= 92.8977

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E19B10 |   4928/60000 (  8%) ] Loss: 0.3537 top1= 92.8977

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3426 top1= 92.8977

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8906 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3565 top1= 46.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3425 top1= 43.3794

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3518 top1= 92.8977

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3535 top1= 92.8977

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3424 top1= 92.8977

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8992 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3509 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3390 top1= 43.3794

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3517 top1= 92.8977

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3534 top1= 92.8977

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3421 top1= 92.8977

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9079 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3453 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3350 top1= 43.3494

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3517 top1= 92.8977

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3531 top1= 92.8977

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3420 top1= 92.8977

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9153 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3403 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3317 top1= 43.3494

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3516 top1= 92.8977

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3530 top1= 92.8977

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3419 top1= 92.8977

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9239 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3360 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3298 top1= 43.3494

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3516 top1= 92.8977

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3528 top1= 92.8977

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3416 top1= 92.8977

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9317 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3317 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3276 top1= 43.3594

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3515 top1= 92.8977

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3527 top1= 92.8977

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3414 top1= 92.8977

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9389 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3266 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3261 top1= 43.3293

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3514 top1= 92.6136

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3525 top1= 92.8977

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3412 top1= 92.8977

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9453 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3208 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3244 top1= 43.3494

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3512 top1= 92.6136

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3524 top1= 92.8977

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3410 top1= 92.8977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9524 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3160 top1= 46.5745


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3219 top1= 43.3594

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3511 top1= 92.6136

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3520 top1= 92.8977

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3409 top1= 92.8977

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9585 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3103 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3206 top1= 43.3594

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3509 top1= 92.6136

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3518 top1= 92.8977

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3406 top1= 92.6136

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9659 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3052 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3191 top1= 43.3293

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3509 top1= 92.6136

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E30B10 |   4928/60000 (  8%) ] Loss: 0.3517 top1= 92.8977

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3405 top1= 92.6136

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9729 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3024 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3175 top1= 43.2893

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3507 top1= 92.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E31B10 |   4928/60000 (  8%) ] Loss: 0.3516 top1= 92.8977

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3404 top1= 92.6136

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9817 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3005 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3160 top1= 43.2792

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3507 top1= 92.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E32B10 |   4928/60000 (  8%) ] Loss: 0.3514 top1= 92.8977

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.3403 top1= 92.6136

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9896 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2987 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3152 top1= 43.2792

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.3507 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E33B10 |   4928/60000 (  8%) ] Loss: 0.3514 top1= 92.8977

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.3403 top1= 92.6136

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9974 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2969 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3140 top1= 43.2792

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 92.6136

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587


[E34B10 |   4928/60000 (  8%) ] Loss: 0.3512 top1= 92.8977

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.3401 top1= 92.6136

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0057 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2956 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3129 top1= 43.2592

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.3507 top1= 92.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588


[E35B10 |   4928/60000 (  8%) ] Loss: 0.3510 top1= 92.8977

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.3400 top1= 92.6136

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0138 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2943 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3120 top1= 43.2592

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 92.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.589


[E36B10 |   4928/60000 (  8%) ] Loss: 0.3509 top1= 93.1818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.3400 top1= 92.3295

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0217 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2931 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3116 top1= 43.2792

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.3507 top1= 92.6136

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.589


[E37B10 |   4928/60000 (  8%) ] Loss: 0.3508 top1= 93.1818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.3399 top1= 92.6136

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0295 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2916 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3108 top1= 43.2592

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 92.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E38B10 |   4928/60000 (  8%) ] Loss: 0.3507 top1= 93.1818

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.3399 top1= 92.3295

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.589



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0365 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2897 top1= 46.5645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3108 top1= 43.2492

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 92.6136

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591


[E39B10 |   4928/60000 (  8%) ] Loss: 0.3506 top1= 93.1818

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.3398 top1= 92.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0448 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2894 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3102 top1= 43.2692

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 92.6136

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591


[E40B10 |   4928/60000 (  8%) ] Loss: 0.3505 top1= 93.1818

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.3397 top1= 92.3295

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0520 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2890 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3093 top1= 43.2492

