
=== 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)
=> Add worker ByzantineWorker(index=13)

=== 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([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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: 2.2805 top1= 14.4886

=== 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: 2.2921 top1= 11.3636

=== 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=2.2766 top1= 18.1591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2765 top1= 17.8586

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2732 top1= 13.9205

=== 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: 2.2543 top1= 19.8864

=== 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: 2.2619 top1= 18.4659

=== 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=2.2495 top1= 27.8646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2496 top1= 28.3454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2493 top1= 27.2837

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2462 top1= 18.1818

=== 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: 2.2269 top1= 27.2727

=== 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: 2.2312 top1= 26.1364

=== 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=2.2200 top1= 33.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2198 top1= 33.7440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2196 top1= 32.8425

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2174 top1= 24.4318

=== 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: 2.1957 top1= 33.8068

=== 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: 2.1972 top1= 31.5341

=== 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=2.1866 top1= 41.5665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1864 top1= 42.1875


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1860 top1= 41.4663

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.1844 top1= 30.3977

=== 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: 2.1596 top1= 40.6250

=== 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: 2.1593 top1= 36.6477

=== 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=2.1489 top1= 48.8482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1488 top1= 49.6194


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1484 top1= 48.2372

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1474 top1= 36.6477

=== 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: 2.1195 top1= 43.7500

=== 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: 2.1167 top1= 43.7500

=== 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=2.1061 top1= 53.1550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1062 top1= 53.9964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1057 top1= 52.8746

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1058 top1= 40.9091

=== 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: 2.0741 top1= 47.7273

=== 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: 2.0686 top1= 51.9886

=== 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=2.0574 top1= 56.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0576 top1= 57.0112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0570 top1= 55.8794

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.0588 top1= 43.4659

=== 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: 2.0229 top1= 50.8523

=== 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: 2.0138 top1= 55.9659

=== 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=2.0018 top1= 58.7440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0018 top1= 59.6054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0016 top1= 58.5537

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0053 top1= 48.0114

=== 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: 1.9655 top1= 54.2614

=== 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: 1.9520 top1= 57.1023

=== 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=1.9393 top1= 61.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9393 top1= 61.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9394 top1= 61.2380

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.9453 top1= 50.5682

=== 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: 1.9018 top1= 57.3864

=== 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: 1.8830 top1= 61.9318

=== 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=1.8690 top1= 63.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8691 top1= 64.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8693 top1= 63.7220

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.8782 top1= 53.1250

=== 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: 1.8312 top1= 57.9545

=== 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: 1.8061 top1= 65.0568

=== 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=1.7906 top1= 66.2861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7905 top1= 66.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7910 top1= 66.3161

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.8039 top1= 55.3977

=== 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: 1.7534 top1= 59.6591

=== 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: 1.7218 top1= 66.4773

=== 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=1.7039 top1= 68.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7037 top1= 69.0705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7044 top1= 68.5697

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7230 top1= 58.5227

=== 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: 1.6690 top1= 61.9318

=== 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: 1.6304 top1= 68.4659

=== 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=1.6105 top1= 70.0721


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6102 top1= 70.6330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6109 top1= 70.3826

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.6369 top1= 59.6591

=== 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: 1.5799 top1= 65.3409

=== 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: 1.5345 top1= 69.8864

=== 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=1.5125 top1= 71.6647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5119 top1= 72.1855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5127 top1= 71.9451

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.5474 top1= 61.9318

=== 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: 1.4885 top1= 67.0455

=== 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: 1.4372 top1= 71.5909

=== 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=1.4128 top1= 73.3774


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4118 top1= 73.8181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4128 top1= 73.7680

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.4571 top1= 64.4886

=== 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: 1.3971 top1= 68.7500

=== 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: 1.3417 top1= 71.8750

=== 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=1.3142 top1= 74.7796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3130 top1= 75.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3139 top1= 75.2103

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.3689 top1= 65.6250

=== 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: 1.3081 top1= 70.7386

=== 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: 1.2505 top1= 73.5795

=== 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=1.2198 top1= 76.1418


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2185 top1= 76.6426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2192 top1= 76.5625

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.2851 top1= 67.8977

=== 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: 1.2242 top1= 71.8750

=== 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: 1.1657 top1= 75.2841

=== 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=1.1322 top1= 77.3738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1305 top1= 77.7143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1311 top1= 77.7744

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.2073 top1= 69.0341

=== 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: 1.1468 top1= 72.7273

=== 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: 1.0889 top1= 75.8523

=== 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=1.0526 top1= 78.3754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0506 top1= 78.8462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0511 top1= 78.9363

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.1365 top1= 70.1705

=== 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: 1.0769 top1= 73.5795

=== 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: 1.0203 top1= 76.4205

=== 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=0.9814 top1= 79.4772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9792 top1= 79.7576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9796 top1= 79.9079

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.0728 top1= 71.5909

=== 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: 1.0146 top1= 73.5795

=== 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: 0.9597 top1= 76.7045

=== 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=0.9186 top1= 80.2885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9162 top1= 80.5589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9164 top1= 80.7893

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.0163 top1= 73.2955

=== 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: 0.9598 top1= 74.7159

=== 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: 0.9066 top1= 77.5568

=== 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=0.8635 top1= 80.9796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8610 top1= 81.2800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8610 top1= 81.4603

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.9663 top1= 74.1477

=== 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: 0.9117 top1= 75.0000

=== 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: 0.8600 top1= 77.8409

=== 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=0.8153 top1= 81.5104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8128 top1= 81.9211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8125 top1= 82.0312

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.9222 top1= 75.2841

=== 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: 0.8696 top1= 76.4205

=== 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: 0.8190 top1= 78.6932

=== 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=0.7731 top1= 82.0613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7706 top1= 82.4519


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7699 top1= 82.6723

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.8830 top1= 75.5682

=== 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: 0.8325 top1= 77.2727

=== 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: 0.7831 top1= 80.1136

=== 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=0.7362 top1= 82.4820


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7336 top1= 82.8225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7328 top1= 83.1230

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.8485 top1= 76.1364

=== 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: 0.7998 top1= 79.2614

=== 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: 0.7516 top1= 80.9659

=== 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=0.7040 top1= 82.9828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7013 top1= 83.0929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7003 top1= 83.5537

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.8176 top1= 76.7045

=== 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: 0.7710 top1= 79.8295

=== 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: 0.7239 top1= 81.2500

=== 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=0.6754 top1= 83.3734


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6728 top1= 83.4736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6716 top1= 83.9443

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.7902 top1= 77.2727

=== 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: 0.7455 top1= 80.1136

=== 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: 0.6993 top1= 81.8182

=== 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=0.6503 top1= 83.7039


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6476 top1= 83.7740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6463 top1= 84.1446

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.7658 top1= 77.5568

=== 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: 0.7228 top1= 80.1136

=== 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: 0.6774 top1= 81.8182

=== 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=0.6279 top1= 83.7841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6251 top1= 84.1146


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6237 top1= 84.3950

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.7439 top1= 78.1250

=== 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: 0.7025 top1= 80.1136

=== 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: 0.6579 top1= 82.6705

=== 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=0.6079 top1= 84.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6051 top1= 84.4852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6036 top1= 84.7857

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.7241 top1= 78.9773

=== 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: 0.6843 top1= 80.6818

=== 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: 0.6406 top1= 82.3864

=== 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=0.5899 top1= 84.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5871 top1= 84.7055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5855 top1= 85.0861

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.7063 top1= 79.8295

=== 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: 0.6678 top1= 80.6818

=== 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: 0.6250 top1= 82.3864

=== 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=0.5737 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5709 top1= 85.0661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5692 top1= 85.4167

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.6903 top1= 80.1136

=== 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: 0.6529 top1= 80.9659

=== 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: 0.6108 top1= 82.9545

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5590 top1= 84.8858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5562 top1= 85.2264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5545 top1= 85.6370

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.6758 top1= 80.3977

=== 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: 0.6394 top1= 81.2500

=== 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: 0.5982 top1= 82.9545

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5457 top1= 85.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5429 top1= 85.5268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5410 top1= 85.7372

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.6628 top1= 80.9659

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E35B10 |   4928/60000 (  8%) ] Loss: 0.6274 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=0.001


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.5867 top1= 83.5227

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5335 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5307 top1= 85.6170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5287 top1= 85.8774

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.6509 top1= 80.3977

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B10 |   4928/60000 (  8%) ] Loss: 0.6165 top1= 82.1023

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.5763 top1= 83.5227

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5225 top1= 85.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5195 top1= 85.7472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5176 top1= 86.0276

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.6403 top1= 80.6818

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B10 |   4928/60000 (  8%) ] Loss: 0.6067 top1= 82.1023

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.5672 top1= 83.8068

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5122 top1= 85.5669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5093 top1= 85.9575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5073 top1= 86.2179

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.6307 top1= 80.9659

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B10 |   4928/60000 (  8%) ] Loss: 0.5978 top1= 81.8182

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.5589 top1= 83.8068

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5029 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4999 top1= 86.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4978 top1= 86.3381

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.6221 top1= 80.9659

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B10 |   4928/60000 (  8%) ] Loss: 0.5899 top1= 82.3864

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.5514 top1= 84.3750

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4943 top1= 85.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4913 top1= 86.2079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4891 top1= 86.4784

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6145 top1= 80.9659

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B10 |   4928/60000 (  8%) ] Loss: 0.5827 top1= 83.2386

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.5447 top1= 84.9432

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4863 top1= 85.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4833 top1= 86.3181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4810 top1= 86.6486

