
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([5, 9, 4, 0, 4], device='cuda:0')
Worker 12 has targets: tensor([1, 7, 8, 7, 2], device='cuda:0')
Worker 13 has targets: tensor([0, 8, 3, 8, 8], 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: 2.2562 top1= 20.1705

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2127 top1= 26.4205

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1469 top1= 46.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1259 top1= 50.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1223 top1= 45.5128

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1256 top1= 36.3636

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0018 top1= 51.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.8869 top1= 57.3864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7668 top1= 64.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7106 top1= 66.8069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7032 top1= 64.0325

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.7365 top1= 57.1023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.4975 top1= 66.1932

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.2882 top1= 73.0114

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1342 top1= 77.6042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0557 top1= 78.0549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0491 top1= 78.3554

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.1553 top1= 71.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.9329 top1= 78.1250

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.7989 top1= 81.2500

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7201 top1= 84.0946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6714 top1= 84.4852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6639 top1= 84.9659

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.7806 top1= 76.9886

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.6477 top1= 83.5227

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.5859 top1= 85.5114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5640 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5310 top1= 86.8990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5250 top1= 87.0292

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.6076 top1= 82.9545

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.5181 top1= 86.0795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.4834 top1= 88.6364

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4897 top1= 87.9808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4617 top1= 88.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4579 top1= 88.3213

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.5118 top1= 85.5114

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.4460 top1= 88.3523

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.4239 top1= 88.9205

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4454 top1= 88.7119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4200 top1= 88.7821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4169 top1= 88.9323

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.4480 top1= 86.3636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.3985 top1= 89.7727

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.3830 top1= 89.7727

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4150 top1= 89.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3902 top1= 89.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3890 top1= 89.4832

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.4023 top1= 88.3523

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.3637 top1= 90.6250

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.3522 top1= 89.7727

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3916 top1= 89.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3674 top1= 90.0741


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3676 top1= 89.9139

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.3676 top1= 90.3409

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E10B10 |   4928/60000 (  8%) ] Loss: 0.3353 top1= 90.6250

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.3264 top1= 90.3409

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3729 top1= 90.2544


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3489 top1= 90.4046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3504 top1= 90.3145

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.3395 top1= 90.9091

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E11B10 |   4928/60000 (  8%) ] Loss: 0.3127 top1= 91.4773

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.3052 top1= 90.9091

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3567 top1= 90.6651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3331 top1= 90.8253


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3359 top1= 90.6851

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.3153 top1= 92.0455

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E12B10 |   4928/60000 (  8%) ] Loss: 0.2923 top1= 91.7614

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.2873 top1= 91.4773

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3430 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3200 top1= 91.0657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3233 top1= 90.9155

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.2940 top1= 92.6136

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E13B10 |   4928/60000 (  8%) ] Loss: 0.2739 top1= 92.3295

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.2696 top1= 92.6136

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3306 top1= 91.3462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3088 top1= 91.3161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3119 top1= 91.1558

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.2752 top1= 93.4659

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E14B10 |   4928/60000 (  8%) ] Loss: 0.2573 top1= 92.6136

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.2544 top1= 93.1818

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3197 top1= 91.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2980 top1= 91.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3020 top1= 91.4263

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.2583 top1= 94.0341

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E15B10 |   4928/60000 (  8%) ] Loss: 0.2409 top1= 92.8977

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.2408 top1= 93.7500

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3097 top1= 91.7869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2888 top1= 91.8369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2928 top1= 91.5765

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.2426 top1= 94.8864

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4928/60000 (  8%) ] Loss: 0.2276 top1= 93.1818

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.2287 top1= 93.4659

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3008 top1= 91.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2806 top1= 92.0873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2846 top1= 91.8670

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.2288 top1= 94.8864

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E17B10 |   4928/60000 (  8%) ] Loss: 0.2138 top1= 93.4659

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.2162 top1= 94.3182

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2924 top1= 92.0473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2726 top1= 92.2776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2770 top1= 92.0573

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.2149 top1= 95.1705

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B10 |   4928/60000 (  8%) ] Loss: 0.2007 top1= 94.6023

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.2048 top1= 94.6023

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2847 top1= 92.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2656 top1= 92.4579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2701 top1= 92.2175

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.2030 top1= 95.4545

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E19B10 |   4928/60000 (  8%) ] Loss: 0.1888 top1= 95.1705

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.1936 top1= 94.8864

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2779 top1= 92.4079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2593 top1= 92.6182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2638 top1= 92.4179

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.1914 top1= 95.7386

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B10 |   4928/60000 (  8%) ] Loss: 0.1777 top1= 95.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.1835 top1= 94.8864

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2714 top1= 92.4980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2533 top1= 92.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2578 top1= 92.5681

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.1807 top1= 96.0227

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E21B10 |   4928/60000 (  8%) ] Loss: 0.1666 top1= 95.7386

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.1739 top1= 96.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2652 top1= 92.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2475 top1= 92.9087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2524 top1= 92.6983

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.1710 top1= 96.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B10 |   4928/60000 (  8%) ] Loss: 0.1562 top1= 96.8750

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.1659 top1= 96.3068

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2597 top1= 92.6883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2426 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2476 top1= 92.8285

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.1619 top1= 96.5909

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E23B10 |   4928/60000 (  8%) ] Loss: 0.1472 top1= 97.1591

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.1575 top1= 96.8750

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2543 top1= 92.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2377 top1= 93.0789


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2426 top1= 92.9087

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.1528 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E24B10 |   4928/60000 (  8%) ] Loss: 0.1387 top1= 97.1591

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.1498 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2494 top1= 92.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2332 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2384 top1= 92.9988

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.1448 top1= 97.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B10 |   4928/60000 (  8%) ] Loss: 0.1305 top1= 97.1591

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.1423 top1= 97.1591

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.0389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2294 top1= 93.2592


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2346 top1= 93.0990

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.1367 top1= 97.4432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B10 |   4928/60000 (  8%) ] Loss: 0.1239 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.1356 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2411 top1= 93.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2255 top1= 93.4295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2310 top1= 93.1591

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.1301 top1= 97.7273

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B10 |   4928/60000 (  8%) ] Loss: 0.1167 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.1292 top1= 97.4432

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2365 top1= 93.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2220 top1= 93.4295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2274 top1= 93.2192

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.1224 top1= 97.7273

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B10 |   4928/60000 (  8%) ] Loss: 0.1105 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.1231 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2333 top1= 93.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2192 top1= 93.4996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2244 top1= 93.2592

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.1161 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E29B10 |   4928/60000 (  8%) ] Loss: 0.1041 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.1172 top1= 98.2955

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2301 top1= 93.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2164 top1= 93.5697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2216 top1= 93.3494

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.1107 top1= 98.0114

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0993 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.1112 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2267 top1= 93.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2137 top1= 93.6098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2189 top1= 93.5296

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.1035 top1= 98.0114

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0940 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.1064 top1= 98.2955

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2240 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2115 top1= 93.6799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2167 top1= 93.5397

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0980 top1= 98.2955

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0891 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.1015 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2214 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2092 top1= 93.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2149 top1= 93.5497

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0932 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0844 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0962 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2189 top1= 93.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2073 top1= 93.7800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2123 top1= 93.6498

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0879 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0811 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0920 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2164 top1= 93.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2057 top1= 93.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2104 top1= 93.6498

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0833 top1= 98.5795

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0762 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0874 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2147 top1= 93.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2043 top1= 93.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2088 top1= 93.7800

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0789 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0736 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0835 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2127 top1= 93.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2028 top1= 93.9203


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2078 top1= 93.8702

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0749 top1= 98.8636

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0697 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0792 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2111 top1= 93.8201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2017 top1= 93.9704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2067 top1= 93.8902

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0714 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0661 top1= 99.1477

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0750 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2094 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2006 top1= 93.9203


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2051 top1= 93.9303

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0671 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0633 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0714 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2081 top1= 93.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2000 top1= 93.9002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2040 top1= 93.9503

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0643 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0600 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0672 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2071 top1= 93.9904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1995 top1= 93.9503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2029 top1= 93.9603

