
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 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 |   4224/60000 (  7%) ] Loss: 2.2565 top1= 18.7500

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2092 top1= 28.6932

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2899 top1= 12.7704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2935 top1= 13.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2971 top1=  9.5753

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1569 top1= 33.8068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1047 top1= 35.7955

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0490 top1= 39.2045

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2762 top1= 13.7620


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3140 top1= 18.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2991 top1= 12.9207

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.9935 top1= 40.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.9481 top1= 37.5000

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.8900 top1= 41.7614

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2598 top1= 15.3746


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3716 top1= 26.0717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3077 top1= 21.5144

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8471 top1= 40.9091

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8158 top1= 40.0568

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.7552 top1= 46.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2412 top1= 21.4243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4409 top1= 27.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3254 top1= 24.0485

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7260 top1= 46.8750

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.176


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7089 top1= 43.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.203


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6450 top1= 49.1477

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2194 top1= 26.7628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4932 top1= 27.8646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3477 top1= 23.0068

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.6290 top1= 49.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.263


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6257 top1= 45.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.295


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.5582 top1= 51.4205

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.082



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1961 top1= 28.1050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5119 top1= 27.8045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3652 top1= 21.9551

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5517 top1= 50.5682

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.369


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5613 top1= 47.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.409


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.4909 top1= 53.4091

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.451



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1708 top1= 29.2668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4947 top1= 28.7059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3718 top1= 21.3241

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.4920 top1= 52.8409

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.123



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.498


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5129 top1= 50.0000

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.546


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.4406 top1= 54.5455

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1443 top1= 32.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4496 top1= 30.1783


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3652 top1= 21.3742

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4469 top1= 54.8295

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.162



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.653


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.4760 top1= 51.4205

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.710


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.4020 top1= 55.9659

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1168 top1= 35.6571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3901 top1= 32.0613


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3474 top1= 21.7949

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.4106 top1= 55.6818

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.835


[E10B10 |   4224/60000 (  7%) ] Loss: 1.4448 top1= 54.2614

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.903


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.3691 top1= 57.9545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.241



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.972



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0881 top1= 38.4515


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3305 top1= 33.5337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3232 top1= 22.2356

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.3768 top1= 57.6705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.259



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.047


[E11B10 |   4224/60000 (  7%) ] Loss: 1.4129 top1= 55.3977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.279



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.124


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.3350 top1= 60.5114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.298



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0577 top1= 40.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2792 top1= 34.6655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2971 top1= 22.7764

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.3399 top1= 60.2273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.319



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.288


[E12B10 |   4224/60000 (  7%) ] Loss: 1.3754 top1= 58.2386

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.341



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.376


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.2967 top1= 61.0795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0255 top1= 42.4479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2383 top1= 35.4968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2715 top1= 23.4776

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.2973 top1= 61.9318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.387



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.561


[E13B10 |   4224/60000 (  7%) ] Loss: 1.3311 top1= 59.9432

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.411



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.659


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.2535 top1= 62.2159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.436



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.759



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9926 top1= 43.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2076 top1= 36.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2486 top1= 24.1887

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.2493 top1= 63.9205

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.462



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.864


[E14B10 |   4224/60000 (  7%) ] Loss: 1.2819 top1= 61.6477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.489



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.973


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.2068 top1= 63.6364

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.516



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9602 top1= 44.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1875 top1= 36.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2290 top1= 24.8898

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.1972 top1= 65.6250

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.545



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.197


[E15B10 |   4224/60000 (  7%) ] Loss: 1.2297 top1= 64.4886

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.574



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.316


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.1584 top1= 66.4773

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.604



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.435



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9291 top1= 45.6831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1769 top1= 37.1995


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2123 top1= 25.5909

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.1421 top1= 66.4773

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.634



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.559


[E16B10 |   4224/60000 (  7%) ] Loss: 1.1737 top1= 65.6250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.666



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.688


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.1072 top1= 68.7500

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.698



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8997 top1= 46.1038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1783 top1= 37.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1981 top1= 26.4824

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.0867 top1= 69.3182

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.731



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.950


[E17B10 |   4224/60000 (  7%) ] Loss: 1.1189 top1= 66.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.766



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.089


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.0597 top1= 71.0227

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.800



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8733 top1= 46.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1776 top1= 37.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1863 top1= 27.4239

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.0364 top1= 71.5909

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.835



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.368


[E18B10 |   4224/60000 (  7%) ] Loss: 1.0688 top1= 67.6136

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.871



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.516


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.0163 top1= 72.4432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.908



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8486 top1= 46.3542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1785 top1= 37.9207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1767 top1= 28.0349

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.9908 top1= 72.7273

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.945



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.812


[E19B10 |   4224/60000 (  7%) ] Loss: 1.0231 top1= 68.1818

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.984



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.969


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.9765 top1= 72.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.022



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8267 top1= 46.2640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1806 top1= 38.0208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1680 top1= 28.7660

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.9496 top1= 74.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.061



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.280


[E20B10 |   4224/60000 (  7%) ] Loss: 0.9816 top1= 70.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.102



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.445


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.9408 top1= 73.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.142



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.606



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8081 top1= 46.0737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1829 top1= 38.0709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1599 top1= 29.3770

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.9124 top1= 75.2841

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.183



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.771


[E21B10 |   4224/60000 (  7%) ] Loss: 0.9434 top1= 72.1591

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.225



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.944


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.9088 top1= 74.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.267



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7925 top1= 45.6230


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1864 top1= 38.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1528 top1= 30.0381

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.8785 top1= 76.4205

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.310



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.283


[E22B10 |   4224/60000 (  7%) ] Loss: 0.9082 top1= 73.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.354



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.464


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.8792 top1= 75.2841

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.398



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7796 top1= 44.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1905 top1= 38.2612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1468 top1= 30.7792

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.8465 top1= 76.9886

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.442



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.816


[E23B10 |   4224/60000 (  7%) ] Loss: 0.8744 top1= 74.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.488



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.004


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8515 top1= 76.1364

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.533



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.185



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7696 top1= 43.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1948 top1= 38.3514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1418 top1= 31.3802

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.8165 top1= 77.2727

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.579



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.368


[E24B10 |   4224/60000 (  7%) ] Loss: 0.8421 top1= 76.9886

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.626



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.561


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8256 top1= 77.2727

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.673



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.748



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7621 top1= 43.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1995 top1= 38.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1381 top1= 31.8810

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.7879 top1= 78.1250

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.719



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.936


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8109 top1= 76.9886

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.769



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.134


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8017 top1= 78.9773

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.816



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.326



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7573 top1= 41.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2046 top1= 38.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1353 top1= 32.3117

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.7609 top1= 78.1250

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.864



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.519


[E26B10 |   4224/60000 (  7%) ] Loss: 0.7813 top1= 78.1250

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.915



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.722


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7795 top1= 79.8295

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.963



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7552 top1= 40.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2104 top1= 38.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1331 top1= 32.7524

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.7348 top1= 78.9773

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.012



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.117


[E27B10 |   4224/60000 (  7%) ] Loss: 0.7532 top1= 78.9773

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.064



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.325


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7586 top1= 80.3977

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.114



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7553 top1= 39.4932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2169 top1= 38.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1324 top1= 33.0929

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.7097 top1= 80.1136

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.164



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.728


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7269 top1= 79.2614

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.216



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.940


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7393 top1= 80.6818

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.268



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7580 top1= 38.0409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2239 top1= 38.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1329 top1= 33.4435

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6860 top1= 82.1023

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.319



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.353


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7020 top1= 80.3977

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.372



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.569


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7218 top1= 82.3864

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.424



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7629 top1= 36.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2308 top1= 38.9323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1343 top1= 33.7841

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6641 top1= 82.9545

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.477



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.990


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6789 top1= 80.3977

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.531



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.209


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7057 top1= 82.6705

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.584



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.424



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7690 top1= 35.6671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2377 top1= 39.0325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1364 top1= 34.0144

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6438 top1= 83.5227

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.638



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.639


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6575 top1= 80.9659

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.693



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.863


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6910 top1= 82.9545

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.747



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7763 top1= 34.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2449 top1= 39.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1392 top1= 34.1647

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6253 top1= 83.8068

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.802



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.301


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6378 top1= 81.5341

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.858



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.528


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6773 top1= 83.2386

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.913



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.750



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7851 top1= 33.5537


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2515 top1= 39.1226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1431 top1= 34.3349

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6082 top1= 85.2273

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.969



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.975


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6196 top1= 82.1023

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.026



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.206


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6641 top1= 83.2386

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.082



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7951 top1= 32.7724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2591 top1= 39.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1475 top1= 34.4952

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.5920 top1= 85.5114

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.139



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.662


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6027 top1= 82.9545

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.197



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.896


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6515 top1= 83.2386

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.254



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8063 top1= 31.8309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2654 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1520 top1= 34.6955

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5768 top1= 87.2159

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.313



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.361


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5868 top1= 82.9545

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.372



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.598


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6396 top1= 84.0909

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.429



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8189 top1= 31.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2709 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1567 top1= 34.8558

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5626 top1= 87.2159

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.489



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.071


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5718 top1= 84.0909

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.549



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.312


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6286 top1= 84.3750

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.607



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.549



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8332 top1= 30.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2757 top1= 39.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1613 top1= 35.0361

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5493 top1= 87.2159

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.668



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.793


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5577 top1= 84.6591

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.729



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.038


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6181 top1= 84.0909

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.788



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8491 top1= 29.8077


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2795 top1= 39.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1664 top1= 35.1963

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5366 top1= 86.9318

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.850



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.527


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5445 top1= 84.9432

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.911



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.776


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6083 top1= 84.6591

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.972



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8664 top1= 29.3169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2835 top1= 39.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1714 top1= 35.2764

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5248 top1= 87.2159

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.035



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.273


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5318 top1= 84.9432

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.097



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.524


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5989 top1= 84.9432

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.158



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8851 top1= 28.7560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2866 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1764 top1= 35.3466

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5136 top1= 86.9318

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.222



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.029


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5197 top1= 85.7955

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.285



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.284


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5898 top1= 85.2273

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.348



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.535



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9057 top1= 28.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2891 top1= 39.3229


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1813 top1= 35.4267

