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

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 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([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 has targets: tensor([0, 0, 0, 0, 0], 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: 2.2408 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=0.002


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2026 top1= 25.8523

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2834 top1= 15.6951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2823 top1= 16.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2885 top1= 18.8001

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1449 top1= 37.5000

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.1021 top1= 40.6250

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.0680 top1= 41.1932

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2645 top1= 20.6530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2739 top1= 20.8133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2739 top1= 23.1771

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.0072 top1= 46.3068

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9655 top1= 50.5682

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.9359 top1= 47.4432

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2445 top1= 23.9884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2742 top1= 21.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2567 top1= 28.5657

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8770 top1= 52.5568

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.8400 top1= 52.8409

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.8124 top1= 52.2727

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2229 top1= 24.8598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2762 top1= 21.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2381 top1= 31.5605

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7542 top1= 55.6818

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.7178 top1= 55.1136

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.6906 top1= 55.3977

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1962 top1= 26.1318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2740 top1= 23.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2194 top1= 32.5020

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.6321 top1= 58.5227

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.5957 top1= 60.5114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.5682 top1= 58.5227

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1629 top1= 27.7143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2641 top1= 25.4808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1970 top1= 36.0176

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.5102 top1= 62.7841

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.4739 top1= 66.7614

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.4456 top1= 63.9205

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1224 top1= 32.2316


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2469 top1= 28.6458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1700 top1= 41.7268

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.3880 top1= 68.1818

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.3519 top1= 71.0227

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.3233 top1= 67.3295

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0757 top1= 38.0909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2227 top1= 31.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1375 top1= 45.9936

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.2677 top1= 72.4432

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.2311 top1= 75.5682

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.2038 top1= 71.3068

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0246 top1= 44.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1929 top1= 33.8842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0996 top1= 49.3089

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.1515 top1= 76.7045

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E10B10 |   4928/60000 (  8%) ] Loss: 1.1150 top1= 78.4091

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.0897 top1= 74.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9714 top1= 48.9183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1593 top1= 36.7889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0576 top1= 51.7428

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.0423 top1= 79.2614

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E11B10 |   4928/60000 (  8%) ] Loss: 1.0058 top1= 80.9659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.9830 top1= 76.4205

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9190 top1= 53.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1246 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0140 top1= 53.2853

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.9418 top1= 81.5341

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E12B10 |   4928/60000 (  8%) ] Loss: 0.9060 top1= 83.5227

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.8856 top1= 78.9773

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8694 top1= 55.5689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0903 top1= 41.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9703 top1= 54.3269

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.8518 top1= 84.3750

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E13B10 |   4928/60000 (  8%) ] Loss: 0.8168 top1= 85.7955

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.7991 top1= 80.6818

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8255 top1= 57.4119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0602 top1= 42.9387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9294 top1= 55.4287

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.7729 top1= 84.9432

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B10 |   4928/60000 (  8%) ] Loss: 0.7391 top1= 86.3636

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.7241 top1= 83.5227

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7886 top1= 59.1947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0328 top1= 44.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8929 top1= 56.2400

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.7049 top1= 86.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B10 |   4928/60000 (  8%) ] Loss: 0.6722 top1= 87.2159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.6597 top1= 84.3750

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7595 top1= 60.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0096 top1= 45.4828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8619 top1= 57.0613

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.6464 top1= 87.7841

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B10 |   4928/60000 (  8%) ] Loss: 0.6144 top1= 87.7841

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.6040 top1= 85.7955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7371 top1= 61.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9909 top1= 46.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8372 top1= 57.6022

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.5963 top1= 88.0682

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E17B10 |   4928/60000 (  8%) ] Loss: 0.5648 top1= 88.9205

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.5567 top1= 87.5000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7208 top1= 62.5901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9757 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8186 top1= 58.3834

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.5534 top1= 88.3523

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E18B10 |   4928/60000 (  8%) ] Loss: 0.5226 top1= 89.2045

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.5164 top1= 87.5000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7101 top1= 63.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9644 top1= 49.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8060 top1= 58.9944

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.5168 top1= 88.9205

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4865 top1= 89.4886

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.4822 top1= 88.0682

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7042 top1= 64.1426


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9574 top1= 51.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7981 top1= 59.7155

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.4852 top1= 89.2045

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E20B10 |   4928/60000 (  8%) ] Loss: 0.4554 top1= 90.3409

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.4528 top1= 88.3523

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7023 top1= 64.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9539 top1= 52.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7944 top1= 60.2764

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4580 top1= 90.0568

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E21B10 |   4928/60000 (  8%) ] Loss: 0.4285 top1= 91.4773

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.4273 top1= 88.9205

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7033 top1= 65.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9530 top1= 53.6458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7942 top1= 60.8373

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4342 top1= 90.6250

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E22B10 |   4928/60000 (  8%) ] Loss: 0.4051 top1= 92.3295

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.4051 top1= 89.4886

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7071 top1= 65.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9545 top1= 54.5373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7967 top1= 61.3181

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4135 top1= 90.6250

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3847 top1= 92.0455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3857 top1= 90.3409

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7130 top1= 66.4263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9581 top1= 55.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8018 top1= 61.7989

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3953 top1= 90.6250

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3666 top1= 92.0455

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3686 top1= 90.9091

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7207 top1= 66.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9636 top1= 55.7792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8089 top1= 62.0593

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3790 top1= 90.9091

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3506 top1= 91.7614

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3536 top1= 91.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7296 top1= 66.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9704 top1= 56.3001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8174 top1= 62.1695

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3645 top1= 91.1932

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3363 top1= 91.7614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3401 top1= 91.7614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7399 top1= 67.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9788 top1= 56.7708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8269 top1= 62.2596

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3516 top1= 91.4773

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3234 top1= 92.0455

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3282 top1= 92.0455

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7510 top1= 67.4479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9885 top1= 57.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8373 top1= 62.6402

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3399 top1= 91.7614

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3118 top1= 92.0455

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3174 top1= 92.6136

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7630 top1= 67.6583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9994 top1= 57.7023


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8483 top1= 62.8506

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3293 top1= 92.0455

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3014 top1= 92.0455

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3077 top1= 93.1818

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7755 top1= 67.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0108 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8602 top1= 63.1310

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3196 top1= 92.6136

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2919 top1= 92.0455

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2989 top1= 93.1818

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7884 top1= 67.9788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0228 top1= 58.5437


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8724 top1= 63.3814

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3108 top1= 92.8977

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2832 top1= 92.6136

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2909 top1= 93.1818

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8014 top1= 68.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0352 top1= 58.8742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8848 top1= 63.5917

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3026 top1= 92.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2753 top1= 92.6136

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2836 top1= 93.1818

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8147 top1= 68.1891


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0478 top1= 59.1647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8971 top1= 63.8421

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2951 top1= 92.6136

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2680 top1= 92.6136

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2770 top1= 93.4659

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8283 top1= 68.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0607 top1= 59.6154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9102 top1= 63.9824

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2881 top1= 92.8977

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2612 top1= 92.6136

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2708 top1= 93.7500

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8418 top1= 68.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0738 top1= 59.9459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9229 top1= 64.1326

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2816 top1= 92.8977

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2550 top1= 92.8977

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2651 top1= 94.0341

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8554 top1= 68.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0872 top1= 60.1062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9356 top1= 64.3229

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2755 top1= 92.8977

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2492 top1= 92.8977

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2598 top1= 94.0341

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8691 top1= 68.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1008 top1= 60.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9483 top1= 64.3830

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2698 top1= 93.1818

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2438 top1= 93.1818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2549 top1= 94.0341

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8827 top1= 68.7099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1142 top1= 60.6470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9612 top1= 64.5032

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2644 top1= 93.4659

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2388 top1= 93.1818

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2503 top1= 94.0341

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8960 top1= 68.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1276 top1= 60.8273


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9736 top1= 64.6134

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2594 top1= 93.4659

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2341 top1= 93.4659

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2459 top1= 94.3182

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9093 top1= 68.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1410 top1= 61.0276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9862 top1= 64.6735

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2546 top1= 93.4659

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2298 top1= 93.4659

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2419 top1= 94.3182

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9227 top1= 69.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1543 top1= 61.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9988 top1= 64.7236

