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

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([5, 9, 4, 0, 4], device='cuda:0')
Worker 12 has targets: tensor([1, 7, 8, 7, 2], device='cuda:0')
Worker 13 has targets: tensor([0, 8, 3, 8, 8], device='cuda:0')



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



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


[E 1B10 |   4928/60000 (  8%) ] Loss: 2.2811 top1= 13.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2955 top1= 10.2273

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2842 top1= 13.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2811 top1= 14.7636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2810 top1= 15.1743

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2792 top1= 13.3523

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2613 top1= 17.0455

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2735 top1= 14.4886

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2649 top1= 20.5829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2614 top1= 22.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2612 top1= 22.5361

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2598 top1= 15.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.2418 top1= 23.5795

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.2517 top1= 19.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2445 top1= 27.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2408 top1= 28.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2405 top1= 28.0148

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2395 top1= 20.1705

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.2211 top1= 29.8295

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



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


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.2286 top1= 25.5682

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2222 top1= 34.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2181 top1= 34.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2180 top1= 34.7857

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2178 top1= 26.1364

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1980 top1= 35.5114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.2036 top1= 30.6818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1977 top1= 43.0188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1932 top1= 43.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1930 top1= 42.7484

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1942 top1= 30.1136

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1721 top1= 40.6250

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.1768 top1= 35.5114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1711 top1= 47.1554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1662 top1= 47.5260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1660 top1= 46.6446

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1688 top1= 32.9545

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.1441 top1= 44.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.1478 top1= 42.0455

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1422 top1= 50.9415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1370 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1366 top1= 50.3205

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.1413 top1= 35.7955

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.1136 top1= 46.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   9408/60000 ( 16%) ] Loss: 2.1162 top1= 45.4545

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1107 top1= 54.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1049 top1= 55.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1045 top1= 53.8862

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.1109 top1= 40.9091

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4928/60000 (  8%) ] Loss: 2.0803 top1= 49.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   9408/60000 ( 16%) ] Loss: 2.0814 top1= 49.7159

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0764 top1= 57.1915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0700 top1= 57.6322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0697 top1= 56.6006

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 2.0776 top1= 44.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4928/60000 (  8%) ] Loss: 2.0444 top1= 51.7045

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   9408/60000 ( 16%) ] Loss: 2.0436 top1= 52.8409

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0393 top1= 59.3249


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0321 top1= 59.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0319 top1= 58.8241

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 2.0412 top1= 48.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4928/60000 (  8%) ] Loss: 2.0055 top1= 52.2727

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   9408/60000 ( 16%) ] Loss: 2.0024 top1= 55.9659

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9990 top1= 61.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9910 top1= 61.3982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9908 top1= 60.6170

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 2.0017 top1= 50.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4928/60000 (  8%) ] Loss: 1.9633 top1= 54.2614

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.9576 top1= 57.1023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9554 top1= 62.7204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9464 top1= 63.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9463 top1= 62.3698

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.9590 top1= 52.2727

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4928/60000 (  8%) ] Loss: 1.9175 top1= 57.6705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.9094 top1= 60.5114

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9083 top1= 64.3029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8982 top1= 64.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8982 top1= 64.1226

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.9131 top1= 53.9773

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4928/60000 (  8%) ] Loss: 1.8686 top1= 60.2273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.8576 top1= 61.6477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8578 top1= 66.0657


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8465 top1= 66.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8467 top1= 66.0857

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.8639 top1= 57.1023

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4928/60000 (  8%) ] Loss: 1.8167 top1= 61.3636

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.8025 top1= 62.7841

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8042 top1= 67.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7916 top1= 68.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7919 top1= 67.5681

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.8116 top1= 58.5227

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4928/60000 (  8%) ] Loss: 1.7620 top1= 61.9318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.7449 top1= 63.3523

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7477 top1= 69.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7337 top1= 69.8017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7342 top1= 69.5413

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.7567 top1= 60.7955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4928/60000 (  8%) ] Loss: 1.7049 top1= 64.4886

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.6850 top1= 64.4886

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6889 top1= 70.9836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6734 top1= 71.3842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6740 top1= 71.0637

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.6996 top1= 63.0682

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4928/60000 (  8%) ] Loss: 1.6459 top1= 65.3409

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.6234 top1= 66.1932

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6283 top1= 72.4559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6113 top1= 72.8165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6120 top1= 72.5861

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.6410 top1= 64.4886

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4928/60000 (  8%) ] Loss: 1.5857 top1= 67.3295

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.5609 top1= 67.3295

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5668 top1= 74.0986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5483 top1= 74.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5490 top1= 74.1386

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.5817 top1= 66.1932

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4928/60000 (  8%) ] Loss: 1.5249 top1= 67.6136

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.4985 top1= 68.4659

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5052 top1= 75.3305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4852 top1= 75.5008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4860 top1= 75.5108

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.5225 top1= 67.6136

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4928/60000 (  8%) ] Loss: 1.4646 top1= 69.0341

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.4371 top1= 69.6023

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4448 top1= 76.3321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4232 top1= 76.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4240 top1= 76.5825

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.4643 top1= 68.1818

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4928/60000 (  8%) ] Loss: 1.4056 top1= 70.4545

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.3776 top1= 70.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3862 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3632 top1= 77.6342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3640 top1= 77.6442

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.4078 top1= 69.8864

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4928/60000 (  8%) ] Loss: 1.3483 top1= 71.5909

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.3206 top1= 71.8750

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3303 top1= 78.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3059 top1= 78.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3067 top1= 78.6058

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.3537 top1= 71.3068

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4928/60000 (  8%) ] Loss: 1.2935 top1= 73.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   9408/60000 ( 16%) ] Loss: 1.2667 top1= 73.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2776 top1= 78.7159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2519 top1= 79.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2526 top1= 79.2067

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.3026 top1= 73.0114

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4928/60000 (  8%) ] Loss: 1.2417 top1= 73.8636

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   9408/60000 ( 16%) ] Loss: 1.2164 top1= 73.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2284 top1= 79.2668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2015 top1= 79.6975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2022 top1= 79.8177

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.2546 top1= 74.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4928/60000 (  8%) ] Loss: 1.1930 top1= 74.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   9408/60000 ( 16%) ] Loss: 1.1694 top1= 76.1364

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1830 top1= 80.0080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1551 top1= 80.3886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1556 top1= 80.5389

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 1.2099 top1= 74.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4928/60000 (  8%) ] Loss: 1.1477 top1= 75.5682

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   9408/60000 ( 16%) ] Loss: 1.1260 top1= 76.1364

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1415 top1= 80.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1125 top1= 80.8694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1129 top1= 80.9996

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 1.1685 top1= 75.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4928/60000 (  8%) ] Loss: 1.1059 top1= 77.2727

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   9408/60000 ( 16%) ] Loss: 1.0864 top1= 76.1364

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1038 top1= 80.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0737 top1= 81.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0740 top1= 81.3702

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 1.1305 top1= 75.5682

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4928/60000 (  8%) ] Loss: 1.0674 top1= 77.8409

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   9408/60000 ( 16%) ] Loss: 1.0504 top1= 76.4205

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0695 top1= 81.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0385 top1= 81.6006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0387 top1= 81.7608

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 1.0955 top1= 76.1364

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4928/60000 (  8%) ] Loss: 1.0320 top1= 78.6932

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   9408/60000 ( 16%) ] Loss: 1.0176 top1= 76.1364

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0384 top1= 81.4704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0064 top1= 81.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0065 top1= 82.1414

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 1.0633 top1= 77.2727

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   4928/60000 (  8%) ] Loss: 0.9995 top1= 78.6932

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.9876 top1= 76.7045

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0102 top1= 81.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9773 top1= 82.2015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9772 top1= 82.4018

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 1.0339 top1= 76.9886

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4928/60000 (  8%) ] Loss: 0.9696 top1= 79.8295

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.9600 top1= 77.2727

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9848 top1= 81.8109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9509 top1= 82.5921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9506 top1= 82.6923

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 1.0068 top1= 77.5568

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   4928/60000 (  8%) ] Loss: 0.9423 top1= 80.3977

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.9348 top1= 77.2727

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9615 top1= 82.0413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9268 top1= 82.8526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9263 top1= 82.8826

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.9817 top1= 77.8409

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   4928/60000 (  8%) ] Loss: 0.9170 top1= 81.5341

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.9114 top1= 77.8409

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9405 top1= 82.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9048 top1= 83.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9042 top1= 83.0429

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.9586 top1= 77.8409

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   4928/60000 (  8%) ] Loss: 0.8936 top1= 81.5341

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.8898 top1= 78.4091

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9213 top1= 82.5120


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8846 top1= 83.1230


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8839 top1= 83.3033

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.9372 top1= 78.1250

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4928/60000 (  8%) ] Loss: 0.8718 top1= 82.3864

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.8699 top1= 79.8295

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9036 top1= 82.6022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8661 top1= 83.3634


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8650 top1= 83.6038

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.9174 top1= 78.4091

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4928/60000 (  8%) ] Loss: 0.8515 top1= 82.6705

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.8513 top1= 80.6818

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8870 top1= 82.9127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8488 top1= 83.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8474 top1= 83.7941

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.8990 top1= 78.9773

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   4928/60000 (  8%) ] Loss: 0.8324 top1= 82.9545

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.8339 top1= 81.2500

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8718 top1= 83.1631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8329 top1= 83.7740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8312 top1= 83.9744

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.8817 top1= 79.5455

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   4928/60000 (  8%) ] Loss: 0.8147 top1= 83.2386

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.8180 top1= 81.2500

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8577 top1= 83.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8179 top1= 83.9143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8162 top1= 84.1246

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.8654 top1= 79.2614

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   4928/60000 (  8%) ] Loss: 0.7981 top1= 83.5227

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.8031 top1= 81.5341

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8446 top1= 83.4435


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8040 top1= 84.1546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8023 top1= 84.2348

