
=== 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

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

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

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



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2688 top1= 16.7614

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1849 top1= 30.3977

=== 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=2.0640 top1= 50.2905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0379 top1= 51.7929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0457 top1= 49.0986

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0383 top1= 44.0341

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.8396 top1= 53.4091

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.5614 top1= 60.2273

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.004



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2257 top1= 74.5593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1479 top1= 76.5124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1697 top1= 73.7079

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.2493 top1= 66.7614

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.8652 top1= 74.4318

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.7447 top1= 79.2614

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5554 top1= 84.3750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5299 top1= 85.5068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5402 top1= 83.8041

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.6282 top1= 82.3864

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4779 top1= 84.9432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.4987 top1= 86.9318

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4180 top1= 88.1410


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4082 top1= 88.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4147 top1= 87.8906

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.4283 top1= 86.6477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.012



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3561 top1= 89.7727

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.4111 top1= 90.0568

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3664 top1= 89.4431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3579 top1= 89.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3685 top1= 89.1226

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3511 top1= 88.9205

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.2945 top1= 92.0455

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.3562 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=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3348 top1= 90.4447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3279 top1= 90.4647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3386 top1= 89.9940

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.3037 top1= 91.1932

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



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2546 top1= 94.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.3158 top1= 91.4773

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3120 top1= 91.2159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3060 top1= 91.0657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3171 top1= 90.7452

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2692 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=0.070


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2280 top1= 94.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2819 top1= 92.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2939 top1= 91.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2895 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2980 top1= 91.2460

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2399 top1= 93.7500

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2058 top1= 94.3182

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.2546 top1= 93.1818

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2783 top1= 91.9772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2754 top1= 92.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2816 top1= 91.6567

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.2160 top1= 94.3182

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1838 top1= 95.1705

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.2277 top1= 94.3182

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2656 top1= 92.2877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2642 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2680 top1= 91.9972

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1933 top1= 95.1705

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1679 top1= 95.4545

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.2033 top1= 94.6023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2544 top1= 92.5180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2541 top1= 92.6082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2564 top1= 92.3778

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1739 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=0.067


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1507 top1= 96.3068

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1795 top1= 94.6023

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2448 top1= 92.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2463 top1= 92.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2466 top1= 92.5681

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1551 top1= 96.3068

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1371 top1= 97.1591

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1609 top1= 95.1705

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2371 top1= 92.9587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2407 top1= 92.8285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2381 top1= 92.7384

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1398 top1= 96.5909

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1233 top1= 97.7273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1425 top1= 96.0227

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2302 top1= 93.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2356 top1= 92.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2309 top1= 92.9387

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1247 top1= 97.1591

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1115 top1= 98.2955

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1287 top1= 96.3068

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2247 top1= 93.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2313 top1= 93.0389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2256 top1= 93.0789

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1104 top1= 97.7273

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0981 top1= 98.2955

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.1152 top1= 96.5909

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2200 top1= 93.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2281 top1= 93.1691


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2205 top1= 93.2592

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0983 top1= 98.0114

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0896 top1= 98.2955

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.1034 top1= 97.7273

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2161 top1= 93.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2250 top1= 93.2091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2169 top1= 93.3994

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0878 top1= 98.2955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.013



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


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0800 top1= 98.2955

=== 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 |   8736/60000 ( 15%) ] Loss: 0.0927 top1= 98.0114

=== 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=0.2131 top1= 93.5597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2233 top1= 93.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.5296

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0785 top1= 98.5795

=== 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 |   4576/60000 (  8%) ] Loss: 0.0729 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.012



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


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0844 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2113 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2222 top1= 93.3494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2120 top1= 93.5897

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0704 top1= 99.4318

=== 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 |   4576/60000 (  8%) ] Loss: 0.0644 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 |   8736/60000 ( 15%) ] Loss: 0.0776 top1= 98.8636

=== 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=0.2091 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2204 top1= 93.4095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2108 top1= 93.5497

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0631 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0580 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.011



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


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0699 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=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2084 top1= 93.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2191 top1= 93.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2121 top1= 93.5998

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0579 top1= 99.7159

=== 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 |   4576/60000 (  8%) ] Loss: 0.0527 top1= 99.1477

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0638 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.010



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2072 top1= 93.7600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2176 top1= 93.5998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2122 top1= 93.6899

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0526 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0477 top1= 99.1477

=== 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 |   8736/60000 ( 15%) ] Loss: 0.0591 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=0.2064 top1= 93.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2168 top1= 93.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.6098

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0479 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 |   4576/60000 (  8%) ] Loss: 0.0428 top1= 99.1477

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0560 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=0.2055 top1= 93.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2154 top1= 93.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2154 top1= 93.5697

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0447 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=0.035


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0383 top1= 99.4318

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0528 top1= 99.4318

=== 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=0.2057 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2207 top1= 93.5296

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0410 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=0.034


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0345 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=0.034


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0488 top1= 99.7159

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2036 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2104 top1= 93.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2235 top1= 93.5196

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0382 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0309 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0498 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2018 top1= 93.9403


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2077 top1= 93.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2271 top1= 93.4095

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0367 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=0.032


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0299 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0472 top1= 99.7159

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1995 top1= 93.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2058 top1= 94.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2255 top1= 93.4696

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0345 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=0.032


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0271 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0466 top1= 99.4318

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1978 top1= 94.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2077 top1= 93.9804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2211 top1= 93.5897

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0326 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0259 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0447 top1= 99.7159

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1959 top1= 94.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2081 top1= 93.9804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2175 top1= 93.7099

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0328 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0274 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0379 top1= 99.4318

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1939 top1= 94.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2085 top1= 93.9603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2137 top1= 93.7400

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0325 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0261 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1956 top1= 93.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2140 top1= 93.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2162 top1= 93.6498

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0379 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0284 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0304 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2029 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2314 top1= 93.3093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2271 top1= 93.3293

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0275 top1= 99.7159

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0290 top1=100.0000

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2047 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2348 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2268 top1= 93.2091

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0394 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=0.032


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0243 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 |   8736/60000 ( 15%) ] Loss: 0.0353 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2081 top1= 93.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2236 top1= 93.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.2192

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0292 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0633 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2164 top1= 93.6799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2402 top1= 93.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2390 top1= 93.0489

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0279 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0237 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0357 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2053 top1= 94.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2386 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2200 top1= 93.7300

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0295 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0545 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0246 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1907 top1= 94.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2048 top1= 94.0505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2029 top1= 94.3109

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0230 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0246 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0294 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1912 top1= 94.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.9303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2030 top1= 94.2909

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0292 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0372 top1= 99.1477

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1891 top1= 94.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2110 top1= 94.0004


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2034 top1= 94.2308

