
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], 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: 1.7929 top1= 61.0795

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.1573 top1= 69.3182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.309



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.508



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6374 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5369 top1= 20.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4390 top1= 12.3698

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 0.8175 top1= 78.6932

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.382



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=0.653


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.7419 top1= 78.4091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=0.728


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.5679 top1= 84.0909

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.013



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=1.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2533 top1= 11.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1607 top1= 22.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6959 top1= 10.3065

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.5251 top1= 84.6591

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.995



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=1.604


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.5562 top1= 82.3864

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.016



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=1.654


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.4413 top1= 88.3523

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.034



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.044
clique2_consensus_distance=1.696



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3448 top1= 12.3097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1945 top1= 23.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7844 top1= 16.2260

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3060 top1= 92.6136

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.039



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.045
clique2_consensus_distance=1.699


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.3513 top1= 89.2045

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.058



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.050
clique2_consensus_distance=1.744


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.2652 top1= 91.4773

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.073



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.053
clique2_consensus_distance=1.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4242 top1= 13.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5954 top1= 22.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8632 top1= 16.9371

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.2862 top1= 90.3409

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.087



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.056
clique2_consensus_distance=1.813


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3264 top1= 88.0682

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.100



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.059
clique2_consensus_distance=1.844


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.2497 top1= 90.9091

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.112



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=1.870



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4881 top1= 13.5216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8556 top1= 21.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9403 top1= 15.3245

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.2752 top1= 89.7727

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.122



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.064
clique2_consensus_distance=1.895


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.3028 top1= 88.0682

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.134



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=1.919


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.2379 top1= 90.9091

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.144



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=1.941



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5396 top1= 13.8421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9530 top1= 22.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0013 top1= 13.2512

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2696 top1= 90.3409

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.148



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=1.948


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2330 top1= 91.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.158



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.071
clique2_consensus_distance=1.969


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.1773 top1= 93.1818

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.168



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=1.990



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5975 top1= 13.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0052 top1= 22.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0646 top1= 11.8289

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2055 top1= 92.3295

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.176



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.075
clique2_consensus_distance=2.009


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2286 top1= 91.1932

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.185



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.077
clique2_consensus_distance=2.028


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.1747 top1= 93.4659

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.193



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=2.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6598 top1= 13.8922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1636 top1= 21.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1303 top1= 10.7772

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2046 top1= 92.0455

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.200



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.080
clique2_consensus_distance=2.062


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2211 top1= 91.1932

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.206



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.081
clique2_consensus_distance=2.075


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.1616 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.213



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=2.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7085 top1= 14.0525


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2492 top1= 21.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1877 top1= 10.2564

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1938 top1= 93.1818

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.220



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=2.105


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1995 top1= 92.6136

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.226



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.085
clique2_consensus_distance=2.119


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1656 top1= 93.7500

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.232



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=2.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0615 top1= 15.6651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3448 top1= 21.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2848 top1= 16.2861

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1810 top1= 93.4659

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.522



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=2.547


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1970 top1= 92.0455

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.527



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.089
clique2_consensus_distance=2.559


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1685 top1= 94.0341

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.533



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.090
clique2_consensus_distance=2.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1683 top1= 15.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2050 top1= 23.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3443 top1= 16.0657

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1353 top1= 96.3068

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.533



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.091
clique2_consensus_distance=2.567


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1505 top1= 94.3182

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.539



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.092
clique2_consensus_distance=2.579


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1155 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.544



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.094
clique2_consensus_distance=2.591



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2415 top1= 15.3245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3466 top1= 22.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3920 top1= 15.8954

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1529 top1= 94.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.549



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.095
clique2_consensus_distance=2.604


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1506 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.555



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.096
clique2_consensus_distance=2.616


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1240 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.559



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.097
clique2_consensus_distance=2.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8991 top1= 17.1875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4423 top1= 22.4960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5230 top1= 17.2776

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1460 top1= 94.6023

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.932



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=3.154


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1408 top1= 94.6023

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.935



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.099
clique2_consensus_distance=3.159


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1182 top1= 95.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.938



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=3.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7819 top1= 16.2360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4978 top1= 22.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5918 top1= 17.2977

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1383 top1= 94.8864

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.942



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.101
clique2_consensus_distance=3.177


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1379 top1= 94.6023

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.945



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=3.185


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1256 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=2.177



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.103
clique2_consensus_distance=3.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1045 top1= 16.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5253 top1= 22.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7085 top1= 16.1358

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1361 top1= 95.1705

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.180



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.104
clique2_consensus_distance=3.518


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1318 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.748



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=3.889


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0678 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=2.735



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=4.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7339 top1= 17.6282


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4263 top1= 24.2188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9823 top1= 12.6102

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1054 top1= 96.3068

=== Log global consensus distance @ E17B0 ===
consensus_distance=2.738



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.107
clique2_consensus_distance=4.301


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1125 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=3.429



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=5.266


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0915 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=3.431



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.109
clique2_consensus_distance=5.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.0784 top1= 18.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5621 top1= 23.3874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7531 top1= 12.7905

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1190 top1= 95.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=4.308



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.110
clique2_consensus_distance=6.492


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1202 top1= 94.8864

=== Log global consensus distance @ E18B10 ===
consensus_distance=5.421



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=8.031


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0968 top1= 96.8750

=== Log global consensus distance @ E18B20 ===
consensus_distance=5.420



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=8.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8850 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5135 top1= 24.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9621 top1= 16.0156

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0876 top1= 96.5909

=== Log global consensus distance @ E19B0 ===
consensus_distance=6.880



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=10.040


[E19B10 |   4576/60000 (  8%) ] Loss: 0.1218 top1= 95.7386

=== Log global consensus distance @ E19B10 ===
consensus_distance=8.748



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=12.607


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0819 top1= 97.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=8.747



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=12.611



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.2807 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6385 top1= 23.5677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8292 top1= 17.0473

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1030 top1= 96.3068

=== Log global consensus distance @ E20B0 ===
consensus_distance=8.748



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.115
clique2_consensus_distance=12.616


[E20B10 |   4576/60000 (  8%) ] Loss: 0.1614 top1= 94.0341

=== Log global consensus distance @ E20B10 ===
consensus_distance=15.814



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=22.277


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0752 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=17.935



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=22.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.8493 top1= 26.0216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6891 top1= 23.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.4551 top1= 20.2925

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1030 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=30.257



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=35.558


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1429 top1= 95.4545

=== Log global consensus distance @ E21B10 ===
consensus_distance=38.066



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=52.542


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3602 top1= 97.1591

=== Log global consensus distance @ E21B20 ===
consensus_distance=48.236



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=66.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.2068 top1= 28.0349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5802 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.9379 top1= 26.1819

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0825 top1= 96.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=92.108



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=97.932


[E22B10 |   4576/60000 (  8%) ] Loss: 0.5593 top1= 96.3068

=== Log global consensus distance @ E22B10 ===
consensus_distance=83.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=113.427


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3271 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=65.913



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=114.970



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.3421 top1= 27.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6350 top1= 24.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.3777 top1= 23.0769

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0861 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=45.020



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=62.015


[E23B10 |   4576/60000 (  8%) ] Loss: 0.1142 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=82.846



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=113.259


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0606 top1= 98.2955

=== Log global consensus distance @ E23B20 ===
consensus_distance=103.708



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=175.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=40.3806 top1= 28.4054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6524 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.4356 top1= 27.2135

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0768 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=134.684



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=223.605


[E24B10 |   4576/60000 (  8%) ] Loss: 0.1823 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=47.621



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=65.561


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0645 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=58.222



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=79.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=95.5753 top1= 28.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7599 top1= 24.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.1736 top1= 28.0649

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.4252 top1= 96.5909

=== Log global consensus distance @ E25B0 ===
consensus_distance=194.262



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=263.882


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0963 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=104.746



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=68.190


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0639 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=198.270



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=269.345



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8295 top1= 24.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.5111 top1= 27.5140

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0899 top1= 97.1591

=== Log global consensus distance @ E26B0 ===
consensus_distance=66.982



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=121.017


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0530 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=190.342



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=258.631


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0558 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=126.011



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=171.746



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7707 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.3719 top1= 27.5341

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0797 top1= 97.4432

=== Log global consensus distance @ E27B0 ===
consensus_distance=154.801



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=261.463


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0517 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=209.629



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=295.261


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0575 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=268.640



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=283.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8210 top1= 24.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.5342 top1= 25.8413

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0747 top1= 97.7273

=== Log global consensus distance @ E28B0 ===
consensus_distance=92.908



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=126.990


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0619 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=223.217



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=303.073


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0472 top1= 98.8636

=== Log global consensus distance @ E28B20 ===
consensus_distance=178.405



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=304.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8318 top1= 25.1102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.9372 top1= 27.9347

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0733 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=246.401



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=260.263


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0633 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=135.334



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=118.710


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0476 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=99.780



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=116.369



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8548 top1= 25.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.1095 top1= 28.1250

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0701 top1= 97.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=232.433



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=315.542


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0541 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=225.447



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=318.326


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0524 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=175.317



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=306.427



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8659 top1= 25.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.6330 top1= 27.9948

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0722 top1= 97.7273

=== Log global consensus distance @ E31B0 ===
consensus_distance=271.695



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=368.546


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0955 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=282.807



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=383.543


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0441 top1= 98.8636

=== Log global consensus distance @ E31B20 ===
consensus_distance=166.807



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=226.953



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9281 top1= 25.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.9938 top1= 25.4207

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0749 top1= 97.7273

=== Log global consensus distance @ E32B0 ===
consensus_distance=146.337



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=128.297


[E32B10 |   4576/60000 (  8%) ] Loss: 0.1808 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=376.895



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=397.317


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.1112 top1= 97.7273

=== Log global consensus distance @ E32B20 ===
consensus_distance=88.327



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=9.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9649 top1= 25.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=27.0748 top1= 27.4339

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0989 top1= 96.8750

=== Log global consensus distance @ E33B0 ===
consensus_distance=109.664



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=151.189


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0815 top1= 98.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=67.163



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.150
clique2_consensus_distance=93.410


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0684 top1= 97.7273

=== Log global consensus distance @ E33B20 ===
consensus_distance=182.303



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=194.498



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9754 top1= 25.5308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.6858 top1= 27.9848

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0732 top1= 97.4432

=== Log global consensus distance @ E34B0 ===
consensus_distance=98.014



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=90.433


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0741 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=70.276



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=97.736


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0644 top1= 97.7273

=== Log global consensus distance @ E34B20 ===
consensus_distance=141.678



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.152
clique2_consensus_distance=304.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9366 top1= 26.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9620 top1= 26.5625

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0628 top1= 98.0114

=== Log global consensus distance @ E35B0 ===
consensus_distance=34.176



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=48.486


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0699 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=87.193



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.154
clique2_consensus_distance=120.890


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2594 top1= 95.1705

=== Log global consensus distance @ E35B20 ===
consensus_distance=18.796



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=31.341



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9299 top1= 27.1334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.8519 top1= 28.0148

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2382 top1= 95.4545

=== Log global consensus distance @ E36B0 ===
consensus_distance=54.471



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=72.936


[E36B10 |   4576/60000 (  8%) ] Loss: 0.1390 top1= 96.5909

=== Log global consensus distance @ E36B10 ===
consensus_distance=54.439



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=90.782


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.1780 top1= 96.8750

=== Log global consensus distance @ E36B20 ===
consensus_distance=47.199



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=98.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0412 top1= 25.6811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.0842 top1= 26.8730

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.1005 top1= 96.5909

=== Log global consensus distance @ E37B0 ===
consensus_distance=57.403



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=99.412


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0828 top1= 97.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=57.394



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=104.892


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.1295 top1= 97.1591

=== Log global consensus distance @ E37B20 ===
consensus_distance=49.470



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.159
clique2_consensus_distance=64.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9810 top1= 26.9331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.3334 top1= 28.1050

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0958 top1= 96.8750

=== Log global consensus distance @ E38B0 ===
consensus_distance=71.465



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=87.032


[E38B10 |   4576/60000 (  8%) ] Loss: 0.1007 top1= 97.1591

=== Log global consensus distance @ E38B10 ===
consensus_distance=63.488



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=74.354


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0947 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=90.792



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=110.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0913 top1= 25.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.5546 top1= 27.9447

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0946 top1= 96.8750

=== Log global consensus distance @ E39B0 ===
consensus_distance=76.179



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=105.099


[E39B10 |   4576/60000 (  8%) ] Loss: 0.1091 top1= 96.8750

=== Log global consensus distance @ E39B10 ===
consensus_distance=110.944



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.162
clique2_consensus_distance=118.593


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0948 top1= 96.3068

=== Log global consensus distance @ E39B20 ===
consensus_distance=157.300



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.163
clique2_consensus_distance=189.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0032 top1= 27.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=33.3182 top1= 27.2837

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0694 top1= 97.4432

=== Log global consensus distance @ E40B0 ===
consensus_distance=69.547



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=106.055


[E40B10 |   4576/60000 (  8%) ] Loss: 0.1298 top1= 97.7273

=== Log global consensus distance @ E40B10 ===
consensus_distance=215.457



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=228.681


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0781 top1= 97.4432

=== Log global consensus distance @ E40B20 ===
consensus_distance=123.785



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=169.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9913 top1= 28.1250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.4773 top1= 28.0349

