
=== 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)

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

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

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



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2696 top1= 16.7614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2132 top1= 24.7159

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1822 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1453 top1= 34.0445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1479 top1= 34.1747

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1213 top1= 31.2500

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.006


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0714 top1= 32.3864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.010


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.9788 top1= 36.3636

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.272



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7972 top1= 53.2853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8280 top1= 54.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8355 top1= 54.6775

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.8508 top1= 43.1818

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.389



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.013


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.6555 top1= 51.7045

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.525



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.015


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.5199 top1= 53.6932

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.682



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1464 top1= 65.4447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2258 top1= 68.5296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2342 top1= 67.6082

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.3537 top1= 58.2386

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.858



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.022


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.1094 top1= 67.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.053



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.027


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.0654 top1= 63.9205

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.267



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7655 top1= 73.9784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7904 top1= 79.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7985 top1= 77.1234

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.9387 top1= 67.6136

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.501



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.038


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.7569 top1= 77.2727

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.754



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.046


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.7778 top1= 74.7159

=== Log global consensus distance @ E5B20 ===
consensus_distance=2.026



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6029 top1= 78.9764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5771 top1= 84.3450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5836 top1= 83.2833

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.6928 top1= 75.0000

=== Log global consensus distance @ E6B0 ===
consensus_distance=2.316



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.062


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.5828 top1= 83.2386

=== Log global consensus distance @ E6B10 ===
consensus_distance=2.627



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.073


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.6231 top1= 79.8295

=== Log global consensus distance @ E6B20 ===
consensus_distance=2.956



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5542 top1= 80.4788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4728 top1= 86.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4793 top1= 85.9675

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.5656 top1= 82.3864

=== Log global consensus distance @ E7B0 ===
consensus_distance=3.304



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.093


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.4909 top1= 85.5114

=== Log global consensus distance @ E7B10 ===
consensus_distance=3.672



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.107


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.5291 top1= 81.5341

=== Log global consensus distance @ E7B20 ===
consensus_distance=4.059



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5356 top1= 82.0012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4180 top1= 87.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4232 top1= 87.4900

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.4984 top1= 84.0909

=== Log global consensus distance @ E8B0 ===
consensus_distance=4.465



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.132


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.4354 top1= 86.9318

=== Log global consensus distance @ E8B10 ===
consensus_distance=4.892



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.149


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.4605 top1= 83.5227

=== Log global consensus distance @ E8B20 ===
consensus_distance=5.338



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5204 top1= 83.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3843 top1= 88.6518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3893 top1= 88.5817

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.4591 top1= 86.9318

=== Log global consensus distance @ E9B0 ===
consensus_distance=5.803



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.182


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.3967 top1= 88.0682

=== Log global consensus distance @ E9B10 ===
consensus_distance=6.288



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.202


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.4255 top1= 86.9318

=== Log global consensus distance @ E9B20 ===
consensus_distance=6.793



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5197 top1= 85.1162


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3615 top1= 89.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3676 top1= 89.1126

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.4372 top1= 86.9318

=== Log global consensus distance @ E10B0 ===
consensus_distance=7.317



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.243


[E10B10 |   4576/60000 (  8%) ] Loss: 0.3760 top1= 88.6364

=== Log global consensus distance @ E10B10 ===
consensus_distance=7.861



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.268


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.3952 top1= 86.3636

=== Log global consensus distance @ E10B20 ===
consensus_distance=8.426



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5432 top1= 85.6871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3480 top1= 89.3730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3534 top1= 89.4431

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.4133 top1= 87.7841

=== Log global consensus distance @ E11B0 ===
consensus_distance=9.010



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.316


[E11B10 |   4576/60000 (  8%) ] Loss: 0.3468 top1= 89.4886

=== Log global consensus distance @ E11B10 ===
consensus_distance=9.615



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.344


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.3757 top1= 86.9318

=== Log global consensus distance @ E11B20 ===
consensus_distance=10.239



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6271 top1= 85.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3396 top1= 89.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3458 top1= 89.7536

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.4081 top1= 87.7841

=== Log global consensus distance @ E12B0 ===
consensus_distance=10.883



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.401


[E12B10 |   4576/60000 (  8%) ] Loss: 0.3709 top1= 89.2045

=== Log global consensus distance @ E12B10 ===
consensus_distance=11.550



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.434


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.3736 top1= 87.7841

=== Log global consensus distance @ E12B20 ===
consensus_distance=12.235



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6792 top1= 85.0060


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3357 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3425 top1= 89.8638

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.3979 top1= 87.2159

=== Log global consensus distance @ E13B0 ===
consensus_distance=12.940



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.499


[E13B10 |   4576/60000 (  8%) ] Loss: 0.3138 top1= 90.3409

=== Log global consensus distance @ E13B10 ===
consensus_distance=13.667



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.537


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.3595 top1= 87.2159

=== Log global consensus distance @ E13B20 ===
consensus_distance=14.412



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.573



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7180 top1= 84.9559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3331 top1= 90.1643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3406 top1= 89.9439

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.4377 top1= 84.6591

=== Log global consensus distance @ E14B0 ===
consensus_distance=15.178



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.611


[E14B10 |   4576/60000 (  8%) ] Loss: 0.3083 top1= 90.9091

=== Log global consensus distance @ E14B10 ===
consensus_distance=15.968



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.652


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.3620 top1= 87.5000

=== Log global consensus distance @ E14B20 ===
consensus_distance=16.776



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8293 top1= 84.6655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3314 top1= 90.1843


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3422 top1= 89.8438

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.3780 top1= 86.3636

=== Log global consensus distance @ E15B0 ===
consensus_distance=17.604



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.735


[E15B10 |   4576/60000 (  8%) ] Loss: 0.3342 top1= 90.6250

=== Log global consensus distance @ E15B10 ===
consensus_distance=18.451



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.782


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.3540 top1= 87.7841

=== Log global consensus distance @ E15B20 ===
consensus_distance=19.319



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9806 top1= 84.0545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3341 top1= 90.2444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3449 top1= 90.0341

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.3656 top1= 86.0795

=== Log global consensus distance @ E16B0 ===
consensus_distance=20.211



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.877


[E16B10 |   4576/60000 (  8%) ] Loss: 0.3143 top1= 90.9091

=== Log global consensus distance @ E16B10 ===
consensus_distance=21.125



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.928


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.3617 top1= 88.0682

=== Log global consensus distance @ E16B20 ===
consensus_distance=22.058



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.979



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1080 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3400 top1= 90.2244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3501 top1= 90.1542

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.3558 top1= 87.5000

=== Log global consensus distance @ E17B0 ===
consensus_distance=23.009



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.032


[E17B10 |   4576/60000 (  8%) ] Loss: 0.2943 top1= 91.4773

=== Log global consensus distance @ E17B10 ===
consensus_distance=23.980



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.089


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.3470 top1= 88.6364

=== Log global consensus distance @ E17B20 ===
consensus_distance=24.971



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2291 top1= 83.4034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3462 top1= 90.1843


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3550 top1= 90.0741

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.3521 top1= 87.5000

=== Log global consensus distance @ E18B0 ===
consensus_distance=25.981



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.205


[E18B10 |   4576/60000 (  8%) ] Loss: 0.3005 top1= 91.1932

=== Log global consensus distance @ E18B10 ===
consensus_distance=27.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.268


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.3766 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=28.066



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4080 top1= 82.7123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3490 top1= 90.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3616 top1= 90.0942

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.3409 top1= 88.0682

=== Log global consensus distance @ E19B0 ===
consensus_distance=29.140



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.398


[E19B10 |   4576/60000 (  8%) ] Loss: 0.2862 top1= 91.7614

=== Log global consensus distance @ E19B10 ===
consensus_distance=30.234



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.466


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.3492 top1= 88.0682

=== Log global consensus distance @ E19B20 ===
consensus_distance=31.349



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.534



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5823 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3574 top1= 90.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3681 top1= 90.1542

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.3340 top1= 87.7841

=== Log global consensus distance @ E20B0 ===
consensus_distance=32.482



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.606


[E20B10 |   4576/60000 (  8%) ] Loss: 0.2876 top1= 91.7614

=== Log global consensus distance @ E20B10 ===
consensus_distance=33.637



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.680


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.3517 top1= 87.7841

=== Log global consensus distance @ E20B20 ===
consensus_distance=34.812



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.755



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7342 top1= 82.0613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3667 top1= 90.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3759 top1= 90.1242

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.3229 top1= 88.6364

=== Log global consensus distance @ E21B0 ===
consensus_distance=36.010



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.832


[E21B10 |   4576/60000 (  8%) ] Loss: 0.2984 top1= 91.1932

=== Log global consensus distance @ E21B10 ===
consensus_distance=37.227



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.911


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3573 top1= 87.7841

=== Log global consensus distance @ E21B20 ===
consensus_distance=38.462



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.990



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9123 top1= 82.3618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3719 top1= 90.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3872 top1= 90.0040

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.3139 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=39.722



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.074


[E22B10 |   4576/60000 (  8%) ] Loss: 0.2974 top1= 91.1932

=== Log global consensus distance @ E22B10 ===
consensus_distance=41.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.159


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3610 top1= 88.6364

=== Log global consensus distance @ E22B20 ===
consensus_distance=42.304



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1955 top1= 81.5905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3752 top1= 90.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3974 top1= 89.8638

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.3051 top1= 90.3409

=== Log global consensus distance @ E23B0 ===
consensus_distance=43.625



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.335


[E23B10 |   4576/60000 (  8%) ] Loss: 0.3071 top1= 91.4773

=== Log global consensus distance @ E23B10 ===
consensus_distance=44.973



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.426


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3590 top1= 88.3523

=== Log global consensus distance @ E23B20 ===
consensus_distance=46.341



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.520



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7066 top1= 80.2284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3811 top1= 90.2344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4105 top1= 89.9239

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.2935 top1= 90.3409

=== Log global consensus distance @ E24B0 ===
consensus_distance=47.732



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.617


[E24B10 |   4576/60000 (  8%) ] Loss: 0.3155 top1= 91.1932

=== Log global consensus distance @ E24B10 ===
consensus_distance=49.139



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.716


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.5436 top1= 88.3523

=== Log global consensus distance @ E24B20 ===
consensus_distance=50.577



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.814



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8656 top1= 80.7692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3911 top1= 90.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4218 top1= 89.9940

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3180 top1= 88.9205

=== Log global consensus distance @ E25B0 ===
consensus_distance=52.035



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.921


[E25B10 |   4576/60000 (  8%) ] Loss: 0.3577 top1= 90.3409

=== Log global consensus distance @ E25B10 ===
consensus_distance=53.533



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.028


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3642 top1= 89.2045

=== Log global consensus distance @ E25B20 ===
consensus_distance=55.052



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0714 top1= 80.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4067 top1= 90.3446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4375 top1= 89.8337

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3205 top1= 89.4886

=== Log global consensus distance @ E26B0 ===
consensus_distance=56.590



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.246


[E26B10 |   4576/60000 (  8%) ] Loss: 0.4186 top1= 89.4886

=== Log global consensus distance @ E26B10 ===
consensus_distance=58.144



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.357


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3731 top1= 89.7727

=== Log global consensus distance @ E26B20 ===
consensus_distance=59.726



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7818 top1= 79.0565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4169 top1= 90.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4518 top1= 89.6534

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.4923 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=61.342



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.588


[E27B10 |   4576/60000 (  8%) ] Loss: 0.3178 top1= 90.3409

=== Log global consensus distance @ E27B10 ===
consensus_distance=62.956



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.704


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3751 top1= 89.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=64.595



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9494 top1= 82.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4137 top1= 90.3846


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4592 top1= 89.5733

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3127 top1= 89.4886

=== Log global consensus distance @ E28B0 ===
consensus_distance=66.254



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.945


[E28B10 |   4576/60000 (  8%) ] Loss: 0.3127 top1= 89.7727

=== Log global consensus distance @ E28B10 ===
consensus_distance=67.932



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.062


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3795 top1= 90.3409

=== Log global consensus distance @ E28B20 ===
consensus_distance=69.626



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0336 top1= 81.8510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4071 top1= 90.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4653 top1= 89.6635

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3170 top1= 88.9205

=== Log global consensus distance @ E29B0 ===
consensus_distance=71.339



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.308


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3740 top1= 90.3409

=== Log global consensus distance @ E29B10 ===
consensus_distance=73.068



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.430


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3822 top1= 90.0568

=== Log global consensus distance @ E29B20 ===
consensus_distance=74.823



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.549



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9438 top1= 82.2817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4059 top1= 90.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4689 top1= 89.8638

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2953 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=76.601



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.677


[E30B10 |   4576/60000 (  8%) ] Loss: 0.2982 top1= 90.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=78.390



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.801


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3751 top1= 89.7727

=== Log global consensus distance @ E30B20 ===
consensus_distance=80.204



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.927



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9268 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4128 top1= 90.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4744 top1= 90.1242

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2967 top1= 90.3409

=== Log global consensus distance @ E31B0 ===
consensus_distance=82.037



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.058


[E31B10 |   4576/60000 (  8%) ] Loss: 0.2940 top1= 91.4773

=== Log global consensus distance @ E31B10 ===
consensus_distance=83.882



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.185


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3763 top1= 90.3409

=== Log global consensus distance @ E31B20 ===
consensus_distance=85.753



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.316



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5253 top1= 80.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4397 top1= 90.2344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4876 top1= 90.0441

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3099 top1= 90.9091

=== Log global consensus distance @ E32B0 ===
consensus_distance=87.647



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.451


[E32B10 |   4576/60000 (  8%) ] Loss: 0.5363 top1= 91.7614

=== Log global consensus distance @ E32B10 ===
consensus_distance=89.569



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.584


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.4942 top1= 89.2045

=== Log global consensus distance @ E32B20 ===
consensus_distance=91.514



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5737 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4618 top1= 90.0441


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4926 top1= 90.1242

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.4213 top1= 90.6250

=== Log global consensus distance @ E33B0 ===
consensus_distance=93.481



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.864


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6310 top1= 89.4886

=== Log global consensus distance @ E33B10 ===
consensus_distance=95.487



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.998


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6250 top1= 88.9205

=== Log global consensus distance @ E33B20 ===
consensus_distance=97.509



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1718 top1= 78.4856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4505 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4941 top1= 89.9539

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3698 top1= 88.6364

=== Log global consensus distance @ E34B0 ===
consensus_distance=99.608



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.284


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3866 top1= 90.0568

=== Log global consensus distance @ E34B10 ===
consensus_distance=101.738



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.415


[E34B20 |   8736/60000 ( 15%) ] Loss: 1.0350 top1= 88.3523

=== Log global consensus distance @ E34B20 ===
consensus_distance=103.900



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.555



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7076 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4386 top1= 90.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4877 top1= 89.7937

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3991 top1= 87.5000

=== Log global consensus distance @ E35B0 ===
consensus_distance=106.049



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.700


[E35B10 |   4576/60000 (  8%) ] Loss: 1.7527 top1= 90.3409

=== Log global consensus distance @ E35B10 ===
consensus_distance=108.192



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.827


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.5946 top1= 90.3409

=== Log global consensus distance @ E35B20 ===
consensus_distance=110.302



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.963



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1128 top1= 79.5473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4274 top1= 90.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4741 top1= 90.1342

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3098 top1= 88.3523

=== Log global consensus distance @ E36B0 ===
consensus_distance=112.473



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.104


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3068 top1= 90.0568

=== Log global consensus distance @ E36B10 ===
consensus_distance=114.640



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.230


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.3695 top1= 90.0568

=== Log global consensus distance @ E36B20 ===
consensus_distance=116.824



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.360



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6364 top1= 81.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4297 top1= 90.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4737 top1= 90.3345

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2992 top1= 90.0568

=== Log global consensus distance @ E37B0 ===
consensus_distance=119.016



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.497


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3698 top1= 90.6250

=== Log global consensus distance @ E37B10 ===
consensus_distance=121.228



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.625


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.3895 top1= 88.9205

=== Log global consensus distance @ E37B20 ===
consensus_distance=123.461



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9931 top1= 81.5004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4422 top1= 90.3546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4875 top1= 90.1943

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3080 top1= 89.2045

=== Log global consensus distance @ E38B0 ===
consensus_distance=125.715



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.891


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2893 top1= 91.7614

=== Log global consensus distance @ E38B10 ===
consensus_distance=127.990



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.022


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.4082 top1= 87.5000

=== Log global consensus distance @ E38B20 ===
consensus_distance=130.291



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5989 top1= 80.4587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4595 top1= 90.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5041 top1= 90.1843

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.3291 top1= 89.2045

=== Log global consensus distance @ E39B0 ===
consensus_distance=132.614



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.276


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3460 top1= 90.0568

=== Log global consensus distance @ E39B10 ===
consensus_distance=134.955



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.403


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5865 top1= 87.7841

=== Log global consensus distance @ E39B20 ===
consensus_distance=137.299



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.530



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5072 top1= 81.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4664 top1= 90.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4943 top1= 90.1743

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.3249 top1= 89.4886

=== Log global consensus distance @ E40B0 ===
consensus_distance=139.675



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.655


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3271 top1= 89.7727

=== Log global consensus distance @ E40B10 ===
consensus_distance=142.068



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.783


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.4265 top1= 89.4886

=== Log global consensus distance @ E40B20 ===
consensus_distance=144.548



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7927 top1= 77.9848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4317 top1= 90.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4734 top1= 90.1142

