
=== 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: 0.2057 top1= 94.6023

=== 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: 0.2545 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= 92.0873


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

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.2158 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= 92.2776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2642 top1= 92.3978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2680 top1= 92.0873

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1934 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: 0.1676 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=0.069


[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=0.2542 top1= 92.5080


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2564 top1= 92.3478

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: 0.1511 top1= 96.0227

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



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


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1801 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=0.2465 top1= 92.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2464 top1= 92.5881

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1559 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: 0.1368 top1= 96.8750

=== 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: 0.1611 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=0.2368 top1= 92.9688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2405 top1= 92.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2380 top1= 92.7484

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1400 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=0.063


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1235 top1= 98.0114

=== 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: 0.1439 top1= 95.7386

=== 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=0.2307 top1= 93.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2361 top1= 92.8686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2317 top1= 92.9087

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1258 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: 0.1112 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: 0.1283 top1= 96.0227

=== 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=0.2245 top1= 93.2592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2312 top1= 93.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2254 top1= 93.1390

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1099 top1= 97.4432

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0989 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: 0.1156 top1= 96.8750

=== 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=0.2196 top1= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2282 top1= 93.2091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2199 top1= 93.2792

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0993 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: 0.1031 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=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2160 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2254 top1= 93.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2165 top1= 93.4095

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0877 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=0.053


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0793 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=0.052


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0933 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= 93.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2237 top1= 93.3594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2143 top1= 93.4796

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0788 top1= 99.1477

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0720 top1= 98.8636

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0848 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= 93.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2222 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2123 top1= 93.5497

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0702 top1= 99.1477

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0654 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: 0.0780 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=0.2093 top1= 93.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2214 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2110 top1= 93.5296

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0637 top1= 99.4318

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



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


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0573 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: 0.0705 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=0.2081 top1= 93.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2192 top1= 93.4796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2115 top1= 93.5897

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0583 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: 0.0530 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: 0.0640 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=0.2077 top1= 93.7500


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2184 top1= 93.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2133 top1= 93.6098

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0526 top1= 99.7159

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



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


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0475 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=0.039


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0598 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=0.2071 top1= 93.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2173 top1= 93.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2148 top1= 93.5497

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: 0.0427 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: 0.0567 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=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2063 top1= 93.7901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2158 top1= 93.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2181 top1= 93.5897

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0449 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=0.036


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0540 top1= 99.1477

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2051 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2143 top1= 93.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2199 top1= 93.5998

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0421 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=0.035


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0503 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=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2036 top1= 93.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2120 top1= 93.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2233 top1= 93.5096

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0385 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: 0.0310 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=0.034


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0501 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=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2021 top1= 93.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2087 top1= 93.9403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2253 top1= 93.4395

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0362 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0289 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: 0.0482 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1981 top1= 94.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2046 top1= 94.0505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2235 top1= 93.4996

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0341 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0270 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: 0.0477 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=0.1955 top1= 94.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2048 top1= 94.0905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2193 top1= 93.5897

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0329 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=0.032


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0267 top1= 99.7159

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0465 top1= 99.4318

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1949 top1= 94.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2083 top1= 93.9403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2153 top1= 93.7200

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0339 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=0.032


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0280 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0379 top1= 99.7159

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1932 top1= 94.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2073 top1= 93.9904


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2102 top1= 93.7600

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0340 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=0.031


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0273 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: 0.0329 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1963 top1= 94.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2130 top1= 93.6999


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2148 top1= 93.6799

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0371 top1= 99.7159

=== 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: 0.0275 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: 0.0298 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2008 top1= 93.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2257 top1= 93.5697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2226 top1= 93.4195

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0415 top1=100.0000

=== 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: 0.0235 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=0.030


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0308 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2062 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2297 top1= 93.5697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2347 top1= 93.1190

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0357 top1= 99.7159

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0403 top1= 99.4318

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2064 top1= 93.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2190 top1= 93.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2378 top1= 93.0689

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0271 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=0.031


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0204 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=0.031


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0540 top1= 98.5795

=== 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=0.2122 top1= 93.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2426 top1= 93.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2257 top1= 93.4595

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0274 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=0.029


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0310 top1= 99.4318

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0299 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=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2053 top1= 93.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2590 top1= 92.7484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2054 top1= 94.1707

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0351 top1= 99.4318

=== 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: 0.0510 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=0.031


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0225 top1= 99.7159

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1895 top1= 94.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1970 top1= 94.3109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2043 top1= 94.2308

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0184 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: 0.0208 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=0.032


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0350 top1= 99.4318

=== 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=0.1871 top1= 94.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2237 top1= 93.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2062 top1= 94.2608

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0316 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=0.031


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0359 top1= 99.1477

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0315 top1= 99.4318

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1834 top1= 94.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2026 top1= 94.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1970 top1= 94.3109

