
=== 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: 2.2566 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: 2.2093 top1= 28.4091

=== 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=2.2898 top1= 12.7404


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2970 top1=  9.5753

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1571 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: 2.1050 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: 2.0493 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=2.2764 top1= 13.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3140 top1= 18.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2991 top1= 12.9507

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.9939 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: 1.9486 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: 1.8905 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=2.2602 top1= 15.8554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3718 top1= 26.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3076 top1= 21.5545

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8477 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: 1.8166 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: 1.7559 top1= 46.8750

=== 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=2.2417 top1= 21.7548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4416 top1= 27.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3253 top1= 24.0585

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7269 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: 1.7098 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=0.202


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6460 top1= 49.4318

=== 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=2.2201 top1= 26.9431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4944 top1= 27.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3475 top1= 23.0168

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.6299 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=0.262


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6267 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: 1.5591 top1= 51.7045

=== 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=2.1970 top1= 28.4355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5135 top1= 27.6943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3650 top1= 21.9752

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5526 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=0.368


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5622 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=0.408


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.4919 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=2.1725 top1= 30.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4964 top1= 28.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3715 top1= 21.3542

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.4927 top1= 53.1250

=== 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: 1.5137 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: 1.4414 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=2.1473 top1= 33.6739


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4515 top1= 30.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3648 top1= 21.3842

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4473 top1= 55.1136

=== 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: 1.4768 top1= 51.1364

=== 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: 1.4028 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=2.1214 top1= 35.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3918 top1= 31.9311


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3470 top1= 21.8149

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.4110 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: 1.4457 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: 1.3700 top1= 58.2386

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.973



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0948 top1= 35.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3318 top1= 33.3734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3227 top1= 22.2556

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.3774 top1= 57.3864

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.260



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


[E11B10 |   4224/60000 (  7%) ] Loss: 1.4142 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=1.125


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.3362 top1= 60.2273

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.299



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.205



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0667 top1= 35.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2801 top1= 34.5954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2965 top1= 22.7865

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.3408 top1= 60.5114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.290


[E12B10 |   4224/60000 (  7%) ] Loss: 1.3770 top1= 57.9545

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.378


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.2983 top1= 61.6477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0371 top1= 36.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2385 top1= 35.3566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2709 top1= 23.4375

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.2985 top1= 62.7841

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.563


[E13B10 |   4224/60000 (  7%) ] Loss: 1.3329 top1= 59.0909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.661


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.2553 top1= 63.0682

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.437



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0073 top1= 36.7588


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2073 top1= 36.1178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2479 top1= 24.1787

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.2507 top1= 63.6364

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.463



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.867


[E14B10 |   4224/60000 (  7%) ] Loss: 1.2840 top1= 61.3636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.490



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.976


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.2089 top1= 63.6364

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.517



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9786 top1= 36.3782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1862 top1= 36.5685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2283 top1= 24.8798

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.1989 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=2.200


[E15B10 |   4224/60000 (  7%) ] Loss: 1.2318 top1= 64.2045

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.575



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.320


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.1606 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=2.439



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9521 top1= 35.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1752 top1= 37.1194


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2113 top1= 25.5809

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.1436 top1= 66.1932

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.635



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.563


[E16B10 |   4224/60000 (  7%) ] Loss: 1.1753 top1= 65.6250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.667



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.693


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.1090 top1= 68.4659

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.699



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9281 top1= 34.2849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1759 top1= 37.4399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1961 top1= 26.5024

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.0875 top1= 69.3182

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.732



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.955


[E17B10 |   4224/60000 (  7%) ] Loss: 1.1197 top1= 66.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.767



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.094


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.0611 top1= 70.7386

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.801



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9075 top1= 33.1931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1742 top1= 37.6903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1845 top1= 27.3237

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.0368 top1= 70.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.836



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.373


[E18B10 |   4224/60000 (  7%) ] Loss: 1.0690 top1= 67.8977

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.873



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.521


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.0172 top1= 72.4432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.909



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.667



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8899 top1= 32.1715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1745 top1= 37.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1751 top1= 27.9748

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.9908 top1= 72.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.946



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.817


[E19B10 |   4224/60000 (  7%) ] Loss: 1.0228 top1= 68.4659

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.985



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.973


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.9772 top1= 72.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.023



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8759 top1= 31.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1750 top1= 37.9708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1661 top1= 28.7360

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.9494 top1= 74.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.062



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.284


[E20B10 |   4224/60000 (  7%) ] Loss: 0.9810 top1= 70.7386

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.103



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.448


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.9412 top1= 74.1477

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.143



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.610



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8652 top1= 30.6290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1769 top1= 38.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1578 top1= 29.3470

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.9117 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=4.773


[E21B10 |   4224/60000 (  7%) ] Loss: 0.9424 top1= 72.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.226



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.945


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.9085 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=5.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8583 top1= 29.8978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1796 top1= 38.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1502 top1= 30.0581

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.8770 top1= 75.5682

=== 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: 0.9067 top1= 73.5795

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.462


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.8782 top1= 75.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.397



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8547 top1= 29.1567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1839 top1= 38.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1437 top1= 30.8293

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.8443 top1= 76.7045

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.441



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.812


[E23B10 |   4224/60000 (  7%) ] Loss: 0.8725 top1= 75.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.487



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.998


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8499 top1= 76.7045

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.531



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.178



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8546 top1= 28.5757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1879 top1= 38.3614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1382 top1= 31.4403

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.8133 top1= 76.9886

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.576



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.359


[E24B10 |   4224/60000 (  7%) ] Loss: 0.8397 top1= 76.4205

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.624



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.550


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8237 top1= 77.8409

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.670



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.735



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8581 top1= 27.7244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1924 top1= 38.4615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1344 top1= 31.9511

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.7840 top1= 77.5568

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.716



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.921


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8083 top1= 77.5568

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.764



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.117


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.7994 top1= 78.9773

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.811



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8648 top1= 26.8429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1972 top1= 38.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1316 top1= 32.3217

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.7566 top1= 77.8409

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.859



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.497


[E26B10 |   4224/60000 (  7%) ] Loss: 0.7787 top1= 78.4091

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.908



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.698


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7766 top1= 79.2614

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.956



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.892



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8749 top1= 25.5909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2025 top1= 38.6919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1295 top1= 32.7624

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.7306 top1= 78.9773

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.005



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.087


[E27B10 |   4224/60000 (  7%) ] Loss: 0.7506 top1= 78.9773

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.056



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.291


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7557 top1= 80.1136

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.105



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.490



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8880 top1= 24.2188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2086 top1= 38.7921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1289 top1= 33.1030

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.7056 top1= 81.2500

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.154



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.689


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7243 top1= 80.1136

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.206



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.898


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7363 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.256



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9040 top1= 22.8365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2154 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1294 top1= 33.4736

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6818 top1= 82.3864

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.307



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.304


[E29B10 |   4224/60000 (  7%) ] Loss: 0.6995 top1= 80.6818

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.359



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.516


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7184 top1= 81.8182

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.410



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9226 top1= 21.8049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2234 top1= 38.9523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1305 top1= 33.8041

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6592 top1= 82.9545

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.462



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.930


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6762 top1= 80.9659

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.515



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.145


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7017 top1= 82.9545

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.567



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.355



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9433 top1= 21.0036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2314 top1= 39.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1325 top1= 34.0244

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6380 top1= 83.2386

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.620



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.566


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6544 top1= 81.2500

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.674



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.784


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6866 top1= 83.5227

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.727



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.998



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9664 top1= 20.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2395 top1= 39.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1355 top1= 34.2047

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6188 top1= 84.3750

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.780



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.213


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6346 top1= 81.8182

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.835



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.435


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6725 top1= 84.0909

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.889



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9912 top1= 19.8818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2473 top1= 39.1226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1395 top1= 34.3650

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6011 top1= 85.5114

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.943



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.872


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6165 top1= 82.3864

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.999



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.097


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6593 top1= 83.8068

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.054



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0181 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2555 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1441 top1= 34.5252

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.5844 top1= 86.0795

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.109



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.541


[E34B10 |   4224/60000 (  7%) ] Loss: 0.5997 top1= 82.6705

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.166



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.769


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6468 top1= 83.8068

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.221



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.993



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0476 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2624 top1= 39.2127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1486 top1= 34.6454

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5689 top1= 86.6477

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.278



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.221


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5840 top1= 83.2386

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.335



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.452


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6348 top1= 84.0909

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.392



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.679



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0798 top1= 18.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2681 top1= 39.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1528 top1= 34.8458

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5544 top1= 87.5000

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.449



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.912


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5692 top1= 84.0909

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.507



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.147


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6238 top1= 84.6591

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.565



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.377



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1143 top1= 18.6799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2729 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1577 top1= 35.0260

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5408 top1= 87.5000

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.623



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.614


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5554 top1= 84.3750

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.682



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.852


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6134 top1= 84.9432

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.740



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1511 top1= 18.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2788 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1626 top1= 35.1362

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5279 top1= 88.0682

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.800



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.327


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5422 top1= 85.7955

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.860



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.568


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6036 top1= 84.6591

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.919



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.806



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1903 top1= 18.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2833 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1675 top1= 35.2564

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5156 top1= 88.3523

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.980



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.051


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5294 top1= 86.0795

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.040



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.295


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5943 top1= 84.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.100



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.536



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2322 top1= 18.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2866 top1= 39.3730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1719 top1= 35.3065

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5041 top1= 88.3523

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.162



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.785


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5174 top1= 86.0795

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.223



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.033


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5854 top1= 84.9432

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.284



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2770 top1= 18.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2893 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1765 top1= 35.3766

