
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> 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: 2.2122 top1= 27.5568

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.1458 top1= 29.8295

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3102 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2823 top1= 18.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2921 top1= 13.7821

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0647 top1= 36.3636

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0121 top1= 22.1591

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.9842 top1= 17.0455

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5226 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3294 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3511 top1= 10.2865

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9593 top1= 13.9205

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9610 top1= 11.3636

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.9515 top1= 13.6364

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8618 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4390 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4663 top1= 10.2865

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.9365 top1= 12.5000

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.9331 top1= 11.9318

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.9064 top1= 13.9205

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1157 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5116 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5325 top1= 10.2865

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.8841 top1= 12.7841

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.8816 top1= 13.0682

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.8524 top1= 14.4886

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3021 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5532 top1= 10.2965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5704 top1= 10.2865

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.8332 top1= 15.6250

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.8375 top1= 15.9091

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.8110 top1= 16.7614

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4507 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5820 top1= 10.2965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5971 top1= 10.2865

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.7961 top1= 18.1818

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.8069 top1= 18.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.7818 top1= 19.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5721 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6036 top1= 10.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6166 top1= 10.2865

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.7707 top1= 20.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.7859 top1= 19.8864

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.7613 top1= 21.3068

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6731 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6212 top1= 10.3666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6318 top1= 10.2865

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.7531 top1= 22.4432

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.7718 top1= 21.5909

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.7473 top1= 22.1591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7591 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6360 top1= 10.4067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6445 top1= 10.2865

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.7412 top1= 22.1591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E10B10 |   4928/60000 (  8%) ] Loss: 1.7620 top1= 22.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.7374 top1= 23.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8334 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6487 top1= 10.4567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6556 top1= 10.2865

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.7328 top1= 22.4432

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E11B10 |   4928/60000 (  8%) ] Loss: 1.7549 top1= 23.0114

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.7303 top1= 23.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8985 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6597 top1= 10.6170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6654 top1= 10.2865

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.7266 top1= 22.7273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E12B10 |   4928/60000 (  8%) ] Loss: 1.7497 top1= 23.2955

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.7249 top1= 23.5795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9565 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6693 top1= 10.6470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6743 top1= 10.2865

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7218 top1= 23.0114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E13B10 |   4928/60000 (  8%) ] Loss: 1.7458 top1= 23.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.7206 top1= 23.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0087 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6779 top1= 10.7071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6821 top1= 10.2865

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.7179 top1= 23.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E14B10 |   4928/60000 (  8%) ] Loss: 1.7425 top1= 23.8636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.7171 top1= 23.8636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0563 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6858 top1= 10.7472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6894 top1= 10.2865

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.7148 top1= 23.2955

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E15B10 |   4928/60000 (  8%) ] Loss: 1.7400 top1= 24.1477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.7142 top1= 24.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1000 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6929 top1= 10.7873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6960 top1= 10.2965

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.7122 top1= 23.2955

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E16B10 |   4928/60000 (  8%) ] Loss: 1.7378 top1= 24.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.7116 top1= 24.1477

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1403 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6995 top1= 10.8173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7020 top1= 10.2965

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.7100 top1= 23.2955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E17B10 |   4928/60000 (  8%) ] Loss: 1.7359 top1= 24.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.7094 top1= 24.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1776 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7054 top1= 10.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7076 top1= 10.2965

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.7080 top1= 23.2955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E18B10 |   4928/60000 (  8%) ] Loss: 1.7342 top1= 25.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.7074 top1= 24.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2126 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7110 top1= 10.8874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7128 top1= 10.2965

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.7062 top1= 23.5795

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E19B10 |   4928/60000 (  8%) ] Loss: 1.7327 top1= 25.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.7057 top1= 24.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2453 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7162 top1= 10.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7177 top1= 10.2965

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.7047 top1= 23.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E20B10 |   4928/60000 (  8%) ] Loss: 1.7314 top1= 25.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.7041 top1= 24.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2761 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7211 top1= 10.9776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7223 top1= 10.2965

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.7032 top1= 23.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.090


[E21B10 |   4928/60000 (  8%) ] Loss: 1.7303 top1= 25.2841

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.090


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.7026 top1= 24.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3049 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7258 top1= 11.0276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7267 top1= 10.3065

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.7019 top1= 23.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E22B10 |   4928/60000 (  8%) ] Loss: 1.7291 top1= 25.2841

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.7013 top1= 25.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3316 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7303 top1= 11.0877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7307 top1= 10.3065

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.7005 top1= 23.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E23B10 |   4928/60000 (  8%) ] Loss: 1.7277 top1= 25.5682

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.6993 top1= 25.2841

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3562 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7326 top1= 11.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7346 top1= 10.3165

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.6987 top1= 24.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E24B10 |   4928/60000 (  8%) ] Loss: 1.7263 top1= 25.8523

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E24B20 |   9408/60000 ( 16%) ] Loss: 1.6976 top1= 25.5682

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3803 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7348 top1= 11.1779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7382 top1= 10.3165

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.6974 top1= 24.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E25B10 |   4928/60000 (  8%) ] Loss: 1.7253 top1= 25.5682

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E25B20 |   9408/60000 ( 16%) ] Loss: 1.6964 top1= 25.5682

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4036 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7377 top1= 11.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7417 top1= 10.3165

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.6963 top1= 24.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E26B10 |   4928/60000 (  8%) ] Loss: 1.7245 top1= 25.5682

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E26B20 |   9408/60000 ( 16%) ] Loss: 1.6954 top1= 25.8523

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4256 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7409 top1= 11.2780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7449 top1= 10.3365

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 1.6953 top1= 24.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E27B10 |   4928/60000 (  8%) ] Loss: 1.7236 top1= 25.5682

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E27B20 |   9408/60000 ( 16%) ] Loss: 1.6937 top1= 26.1364

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4441 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7442 top1= 11.3081


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7456 top1= 10.3466

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 1.6922 top1= 25.2841

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E28B10 |   4928/60000 (  8%) ] Loss: 1.7203 top1= 25.5682

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E28B20 |   9408/60000 ( 16%) ] Loss: 1.6912 top1= 25.8523

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4646 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7473 top1= 11.3682


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7485 top1= 10.3466

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 1.6903 top1= 25.8523

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E29B10 |   4928/60000 (  8%) ] Loss: 1.7188 top1= 25.5682

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E29B20 |   9408/60000 ( 16%) ] Loss: 1.6901 top1= 26.1364

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4849 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7504 top1= 11.3982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7517 top1= 10.3466

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 1.6894 top1= 25.8523

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E30B10 |   4928/60000 (  8%) ] Loss: 1.7178 top1= 25.5682

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E30B20 |   9408/60000 ( 16%) ] Loss: 1.6892 top1= 25.8523

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5044 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7533 top1= 11.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7546 top1= 10.3466

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 1.6886 top1= 25.8523

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E31B10 |   4928/60000 (  8%) ] Loss: 1.7171 top1= 26.1364

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092


[E31B20 |   9408/60000 ( 16%) ] Loss: 1.6885 top1= 25.8523

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5232 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7561 top1= 11.4483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7573 top1= 10.3466

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 1.6879 top1= 25.8523

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E32B10 |   4928/60000 (  8%) ] Loss: 1.7165 top1= 26.1364

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E32B20 |   9408/60000 ( 16%) ] Loss: 1.6878 top1= 25.8523

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5413 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7589 top1= 11.4784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7599 top1= 10.3466

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 1.6873 top1= 26.1364

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E33B10 |   4928/60000 (  8%) ] Loss: 1.7160 top1= 26.7045

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E33B20 |   9408/60000 ( 16%) ] Loss: 1.6871 top1= 26.1364

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5589 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7616 top1= 11.5284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7624 top1= 10.3566

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 1.6867 top1= 26.4205

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E34B10 |   4928/60000 (  8%) ] Loss: 1.7155 top1= 26.7045

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E34B20 |   9408/60000 ( 16%) ] Loss: 1.6865 top1= 26.1364

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5759 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7642 top1= 11.5485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7648 top1= 10.3566

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 1.6862 top1= 26.9886

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E35B10 |   4928/60000 (  8%) ] Loss: 1.7151 top1= 26.7045

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093


[E35B20 |   9408/60000 ( 16%) ] Loss: 1.6859 top1= 26.1364

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5924 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7667 top1= 11.5585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7671 top1= 10.3566

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 1.6857 top1= 26.9886

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E36B10 |   4928/60000 (  8%) ] Loss: 1.7146 top1= 26.7045

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E36B20 |   9408/60000 ( 16%) ] Loss: 1.6854 top1= 26.1364

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6083 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7691 top1= 11.5685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7693 top1= 10.3566

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 1.6852 top1= 26.9886

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E37B10 |   4928/60000 (  8%) ] Loss: 1.7143 top1= 26.9886

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E37B20 |   9408/60000 ( 16%) ] Loss: 1.6848 top1= 26.4205

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6237 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7714 top1= 11.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7715 top1= 10.3566

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 1.6847 top1= 26.9886

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E38B10 |   4928/60000 (  8%) ] Loss: 1.7139 top1= 26.9886

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E38B20 |   9408/60000 ( 16%) ] Loss: 1.6843 top1= 26.9886

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6387 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7737 top1= 11.5986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7736 top1= 10.3566

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 1.6843 top1= 26.9886

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E39B10 |   4928/60000 (  8%) ] Loss: 1.7135 top1= 26.9886

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E39B20 |   9408/60000 ( 16%) ] Loss: 1.6838 top1= 27.2727

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6534 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7759 top1= 11.6286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7756 top1= 10.3766

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 1.6838 top1= 26.9886

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E40B10 |   4928/60000 (  8%) ] Loss: 1.7132 top1= 26.9886

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E40B20 |   9408/60000 ( 16%) ] Loss: 1.6833 top1= 27.5568

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6676 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7780 top1= 11.6486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7776 top1= 10.3866

