
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> 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: 2.2514 top1= 21.3068

=== 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: 2.1846 top1= 29.5455

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0801 top1= 51.6827


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0478 top1= 55.8494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0438 top1= 47.9667

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0468 top1= 43.1818

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 2B10 |   4928/60000 (  8%) ] Loss: 1.8311 top1= 55.3977

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.5774 top1= 64.2045

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3118 top1= 73.3474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2069 top1= 74.1687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2010 top1= 73.8782

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.3035 top1= 67.0455

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.9562 top1= 75.2841

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.7454 top1= 80.1136

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6002 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5594 top1= 84.4251


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5462 top1= 85.5369

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.7031 top1= 78.1250

=== 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: 0.5406 top1= 83.8068

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.4693 top1= 88.6364

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.013



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4420 top1= 88.0909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4246 top1= 88.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4177 top1= 88.2312

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.4781 top1= 85.5114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.4040 top1= 88.9205

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.014



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


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.3680 top1= 89.7727

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.014



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3866 top1= 89.3630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3748 top1= 89.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3671 top1= 89.3730

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.3804 top1= 88.3523

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.3370 top1= 90.9091

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.3170 top1= 90.9091

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3515 top1= 90.2744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3391 top1= 90.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3384 top1= 90.1643

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.3233 top1= 90.9091

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.2910 top1= 91.1932

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.2807 top1= 92.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3274 top1= 90.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3172 top1= 90.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3167 top1= 90.7452

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.2837 top1= 92.6136

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.2569 top1= 91.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.2526 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3072 top1= 91.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2979 top1= 91.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2995 top1= 91.2560

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.2507 top1= 93.4659

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.2275 top1= 92.8977

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.2261 top1= 93.4659

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2903 top1= 91.7869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2820 top1= 91.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2847 top1= 91.7368

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.2231 top1= 94.6023

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B10 |   4928/60000 (  8%) ] Loss: 0.2033 top1= 94.6023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.2061 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2767 top1= 91.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2692 top1= 91.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2731 top1= 91.9872

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.2005 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E11B10 |   4928/60000 (  8%) ] Loss: 0.1829 top1= 94.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.1849 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2645 top1= 92.3077


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2572 top1= 92.2977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2626 top1= 92.2576

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.1808 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E12B10 |   4928/60000 (  8%) ] Loss: 0.1631 top1= 94.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.1672 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2538 top1= 92.5881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2479 top1= 92.5180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2527 top1= 92.5481

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.1630 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E13B10 |   4928/60000 (  8%) ] Loss: 0.1449 top1= 95.7386

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.1536 top1= 96.5909

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2444 top1= 92.8285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2386 top1= 92.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2447 top1= 92.7584

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.1471 top1= 96.8750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E14B10 |   4928/60000 (  8%) ] Loss: 0.1299 top1= 96.8750

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.1397 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2317 top1= 93.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2383 top1= 92.8886

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.1341 top1= 97.7273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B10 |   4928/60000 (  8%) ] Loss: 0.1179 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.1265 top1= 97.1591

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2293 top1= 93.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2252 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2321 top1= 93.0689

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.1214 top1= 98.5795

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E16B10 |   4928/60000 (  8%) ] Loss: 0.1066 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.1161 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2237 top1= 93.3293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2203 top1= 93.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2264 top1= 93.1991

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.1091 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0964 top1= 98.0114

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.1055 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2181 top1= 93.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2160 top1= 93.6498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2218 top1= 93.3694

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0992 top1= 98.8636

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0881 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0947 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2139 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2124 top1= 93.6899


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2179 top1= 93.4195

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0904 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0807 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0863 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2104 top1= 93.6599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2102 top1= 93.7901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.4195

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0821 top1= 98.8636

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0743 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0789 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2073 top1= 93.7600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2078 top1= 93.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2123 top1= 93.4696

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0740 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0683 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0702 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2048 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2060 top1= 93.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2093 top1= 93.6599

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0676 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0626 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0624 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2025 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2048 top1= 93.9002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2081 top1= 93.6999

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0598 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0583 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0566 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2009 top1= 93.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2047 top1= 93.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2062 top1= 93.8401

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0560 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0538 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0519 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1996 top1= 93.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2060 top1= 93.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2037 top1= 93.9002

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0508 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0499 top1= 99.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0448 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1996 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2098 top1= 93.6098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2033 top1= 93.9804

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0464 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0470 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0421 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2005 top1= 93.7901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2143 top1= 93.5998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2034 top1= 93.9704

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0445 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0445 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0371 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2013 top1= 93.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2175 top1= 93.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2046 top1= 93.9603

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0415 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0432 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0350 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1999 top1= 93.8201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2209 top1= 93.4595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2010 top1= 94.1306

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0390 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0412 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0338 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1978 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2241 top1= 93.3794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1975 top1= 94.2708

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0371 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0362 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0306 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1958 top1= 93.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2284 top1= 93.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1958 top1= 94.3910

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0340 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0322 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0305 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1979 top1= 93.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2390 top1= 93.0288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1998 top1= 94.1607

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0324 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0305 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0271 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2016 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2413 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2106 top1= 93.8802

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0306 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0327 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0267 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2049 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2505 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2130 top1= 93.8301

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0307 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0340 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0320 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2020 top1= 93.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2679 top1= 92.4579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1964 top1= 94.2909

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0361 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0335 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0287 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2021 top1= 93.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2821 top1= 92.0072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1960 top1= 94.3510

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0427 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0349 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0357 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2022 top1= 94.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2720 top1= 92.3377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1963 top1= 94.3710

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0445 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0312 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0459 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2199 top1= 93.4095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3213 top1= 90.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2099 top1= 94.0505

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0715 top1= 97.1591

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0609 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0284 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2240 top1= 93.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2577 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2706 top1= 92.2776

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0454 top1= 98.8636

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0822 top1= 98.0114

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0410 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2039 top1= 93.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2312 top1= 93.6098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2576 top1= 92.7183

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0382 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0574 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0496 top1= 98.0114

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1969 top1= 94.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2472 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2017 top1= 94.4010

