
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], 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: 2.2662 top1= 18.7500

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1961 top1= 29.5455

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1186 top1= 44.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1189 top1= 51.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1149 top1= 48.6078

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0724 top1= 37.7841

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.006


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.9801 top1= 38.9205

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.793



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=0.038


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0975 top1= 36.9318

=== Log global consensus distance @ E2B20 ===
consensus_distance=4.765



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.246
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3183 top1= 54.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4060 top1= 54.5473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4151 top1= 53.3754

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.7678 top1= 42.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=5.418



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.296
clique2_consensus_distance=0.301


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.5269 top1= 49.1477

=== Log global consensus distance @ E3B10 ===
consensus_distance=5.442



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.305


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.3046 top1= 55.3977

=== Log global consensus distance @ E3B20 ===
consensus_distance=5.443



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8804 top1= 72.5260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8718 top1= 73.9283


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8837 top1= 73.1070

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.2179 top1= 62.5000

=== Log global consensus distance @ E4B0 ===
consensus_distance=5.443



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.309


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.1411 top1= 62.7841

=== Log global consensus distance @ E4B10 ===
consensus_distance=5.444



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.311


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.1103 top1= 63.3523

=== Log global consensus distance @ E4B20 ===
consensus_distance=5.445



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.314



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7744 top1= 75.2404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7225 top1= 78.1751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7432 top1= 77.0633

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.1338 top1= 64.4886

=== Log global consensus distance @ E5B0 ===
consensus_distance=5.446



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.317


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.0929 top1= 66.4773

=== Log global consensus distance @ E5B10 ===
consensus_distance=5.447



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.319


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.2240 top1= 64.4886

=== Log global consensus distance @ E5B20 ===
consensus_distance=5.448



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.322



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7941 top1= 75.8413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6955 top1= 78.9964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7100 top1= 78.1751

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.2217 top1= 66.7614

=== Log global consensus distance @ E6B0 ===
consensus_distance=5.449



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.325


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.2123 top1= 63.6364

=== Log global consensus distance @ E6B10 ===
consensus_distance=5.450



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.329


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.4112 top1= 64.2045

=== Log global consensus distance @ E6B20 ===
consensus_distance=5.453



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9336 top1= 74.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7507 top1= 77.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7468 top1= 77.1735

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5349 top1= 62.5000

=== Log global consensus distance @ E7B0 ===
consensus_distance=5.454



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.339


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5550 top1= 59.9432

=== Log global consensus distance @ E7B10 ===
consensus_distance=5.456



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.345


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.8275 top1= 60.2273

=== Log global consensus distance @ E7B20 ===
consensus_distance=5.459



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.351



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3348 top1= 71.8249


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8430 top1= 75.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8365 top1= 75.5709

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.8147 top1= 59.9432

=== Log global consensus distance @ E8B0 ===
consensus_distance=5.463



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=0.357


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.6990 top1= 59.0909

=== Log global consensus distance @ E8B10 ===
consensus_distance=5.466



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.299
clique2_consensus_distance=0.361


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.3126 top1= 57.1023

=== Log global consensus distance @ E8B20 ===
consensus_distance=5.467



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.299
clique2_consensus_distance=0.366



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8088 top1= 72.4760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9399 top1= 74.2989


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9648 top1= 74.6995

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.6055 top1= 55.1136

=== Log global consensus distance @ E9B0 ===
consensus_distance=5.469



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.299
clique2_consensus_distance=0.369


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0836 top1= 58.5227

=== Log global consensus distance @ E9B10 ===
consensus_distance=5.472



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.299
clique2_consensus_distance=0.374


[E 9B20 |   8064/60000 ( 13%) ] Loss: 4.0482 top1= 55.3977

=== Log global consensus distance @ E9B20 ===
consensus_distance=5.473



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.299
clique2_consensus_distance=0.378



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5870 top1= 73.0769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1077 top1= 71.8450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0816 top1= 73.8782

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 3.4105 top1= 50.8523

=== Log global consensus distance @ E10B0 ===
consensus_distance=5.483



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.300
clique2_consensus_distance=0.386


[E10B10 |   4224/60000 (  7%) ] Loss: 2.9764 top1= 57.9545

=== Log global consensus distance @ E10B10 ===
consensus_distance=5.504



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.301
clique2_consensus_distance=0.399


[E10B20 |   8064/60000 ( 13%) ] Loss: 4.8186 top1= 54.2614

=== Log global consensus distance @ E10B20 ===
consensus_distance=5.513



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.302
clique2_consensus_distance=0.412



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1985 top1= 74.7696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3291 top1= 74.2288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3103 top1= 73.8982

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 4.8179 top1= 54.2614

=== Log global consensus distance @ E11B0 ===
consensus_distance=5.513



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.302
clique2_consensus_distance=0.423


[E11B10 |   4224/60000 (  7%) ] Loss: 4.7212 top1= 55.1136

=== Log global consensus distance @ E11B10 ===
consensus_distance=5.528



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.302
clique2_consensus_distance=0.442


[E11B20 |   8064/60000 ( 13%) ] Loss: 6.2283 top1= 57.9545

=== Log global consensus distance @ E11B20 ===
consensus_distance=5.536



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.303
clique2_consensus_distance=0.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6362 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9598 top1= 74.5192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8510 top1= 76.7328

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 7.2297 top1= 55.1136

=== Log global consensus distance @ E12B0 ===
consensus_distance=5.553



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.304
clique2_consensus_distance=0.493


[E12B10 |   4224/60000 (  7%) ] Loss: 7.0004 top1= 63.0682

=== Log global consensus distance @ E12B10 ===
consensus_distance=5.583



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.306
clique2_consensus_distance=0.530


[E12B20 |   8064/60000 ( 13%) ] Loss: 9.8101 top1= 59.0909

=== Log global consensus distance @ E12B20 ===
consensus_distance=5.619



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.308
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.6701 top1= 78.3554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8587 top1= 77.2937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0163 top1= 78.6659

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 12.8824 top1= 57.1023

=== Log global consensus distance @ E13B0 ===
consensus_distance=5.667



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.311
clique2_consensus_distance=0.676


[E13B10 |   4224/60000 (  7%) ] Loss: 13.0903 top1= 61.6477

=== Log global consensus distance @ E13B10 ===
consensus_distance=5.739



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.314
clique2_consensus_distance=0.788


[E13B20 |   8064/60000 ( 13%) ] Loss: 14.5217 top1= 64.2045

=== Log global consensus distance @ E13B20 ===
consensus_distance=5.830



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.318
clique2_consensus_distance=0.981



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.2833 top1= 79.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9895 top1= 79.9980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3728 top1= 81.6506

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 16.0090 top1= 63.6364

=== Log global consensus distance @ E14B0 ===
consensus_distance=5.927



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.321
clique2_consensus_distance=1.226


[E14B10 |   4224/60000 (  7%) ] Loss: 22.1208 top1= 64.2045

=== Log global consensus distance @ E14B10 ===
consensus_distance=5.914



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.316
clique2_consensus_distance=1.427


[E14B20 |   8064/60000 ( 13%) ] Loss: 22.5924 top1= 65.9091

=== Log global consensus distance @ E14B20 ===
consensus_distance=6.104



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.326
clique2_consensus_distance=1.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.8736 top1= 82.1014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5832 top1= 82.7925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0370 top1= 83.9042

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 20.0483 top1= 68.7500

=== Log global consensus distance @ E15B0 ===
consensus_distance=6.336



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.336
clique2_consensus_distance=2.290


[E15B10 |   4224/60000 (  7%) ] Loss: 21.0279 top1= 67.3295

=== Log global consensus distance @ E15B10 ===
consensus_distance=6.430



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.337
clique2_consensus_distance=2.685


[E15B20 |   8064/60000 ( 13%) ] Loss: 20.3791 top1= 68.7500

=== Log global consensus distance @ E15B20 ===
consensus_distance=6.532



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.337
clique2_consensus_distance=3.212



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.4377 top1= 82.9928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3031 top1= 83.4736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4105 top1= 82.9728

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 22.6826 top1= 69.0341

=== Log global consensus distance @ E16B0 ===
consensus_distance=6.483



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.328
clique2_consensus_distance=3.509


[E16B10 |   4224/60000 (  7%) ] Loss: 21.2222 top1= 67.8977

=== Log global consensus distance @ E16B10 ===
consensus_distance=6.537



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.328
clique2_consensus_distance=3.843


[E16B20 |   8064/60000 ( 13%) ] Loss: 24.7396 top1= 70.4545

=== Log global consensus distance @ E16B20 ===
consensus_distance=6.741



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.336
clique2_consensus_distance=4.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.0938 top1= 80.2284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5834 top1= 83.5837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8773 top1= 81.8409

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 26.1507 top1= 68.1818

=== Log global consensus distance @ E17B0 ===
consensus_distance=6.844



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.335
clique2_consensus_distance=5.285


[E17B10 |   4224/60000 (  7%) ] Loss: 27.2216 top1= 72.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=7.092



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.341
clique2_consensus_distance=6.287


[E17B20 |   8064/60000 ( 13%) ] Loss: 32.3059 top1= 72.7273

=== Log global consensus distance @ E17B20 ===
consensus_distance=7.435



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.350
clique2_consensus_distance=7.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.7519 top1= 81.6607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.1132 top1= 84.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9731 top1= 84.5653

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 33.9599 top1= 70.1705

=== Log global consensus distance @ E18B0 ===
consensus_distance=7.747



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.357
clique2_consensus_distance=8.849


[E18B10 |   4224/60000 (  7%) ] Loss: 38.6775 top1= 67.8977

=== Log global consensus distance @ E18B10 ===
consensus_distance=7.922



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.356
clique2_consensus_distance=9.459


[E18B20 |   8064/60000 ( 13%) ] Loss: 35.9226 top1= 72.1591

=== Log global consensus distance @ E18B20 ===
consensus_distance=8.045



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.361
clique2_consensus_distance=9.892



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=34.0351 top1= 82.3417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.3745 top1= 84.7155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0944 top1= 85.0060

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 35.8495 top1= 69.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=8.189



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.351
clique2_consensus_distance=10.935


[E19B10 |   4224/60000 (  7%) ] Loss: 37.2635 top1= 73.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=8.525



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.351
clique2_consensus_distance=12.241


[E19B20 |   8064/60000 ( 13%) ] Loss: 39.5824 top1= 71.0227

=== Log global consensus distance @ E19B20 ===
consensus_distance=9.203



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.367
clique2_consensus_distance=14.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=40.1156 top1= 82.9928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.9721 top1= 84.5954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.7127 top1= 83.6338

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 37.3628 top1= 69.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=9.551



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.363
clique2_consensus_distance=16.403


[E20B10 |   4224/60000 (  7%) ] Loss: 38.7858 top1= 76.1364

=== Log global consensus distance @ E20B10 ===
consensus_distance=9.930



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.361
clique2_consensus_distance=18.236


[E20B20 |   8064/60000 ( 13%) ] Loss: 39.0542 top1= 70.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=10.814



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.371
clique2_consensus_distance=21.931



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.2973 top1= 81.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.0374 top1= 84.1446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.2050 top1= 86.1378

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 34.7093 top1= 74.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=11.443



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.357
clique2_consensus_distance=25.369


[E21B10 |   4224/60000 (  7%) ] Loss: 34.7920 top1= 75.2841

=== Log global consensus distance @ E21B10 ===
consensus_distance=11.884



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.363
clique2_consensus_distance=27.058


[E21B20 |   8064/60000 ( 13%) ] Loss: 36.2504 top1= 70.1705

=== Log global consensus distance @ E21B20 ===
consensus_distance=12.931



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.368
clique2_consensus_distance=31.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=48.3913 top1= 84.2648


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2511 top1= 84.4952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.2172 top1= 86.5385

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 35.2071 top1= 71.8750

=== Log global consensus distance @ E22B0 ===
consensus_distance=13.915



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.384
clique2_consensus_distance=35.671


[E22B10 |   4224/60000 (  7%) ] Loss: 29.5614 top1= 71.8750

=== Log global consensus distance @ E22B10 ===
consensus_distance=14.684



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.386
clique2_consensus_distance=38.928


[E22B20 |   8064/60000 ( 13%) ] Loss: 32.9287 top1= 65.6250

=== Log global consensus distance @ E22B20 ===
consensus_distance=16.064



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.387
clique2_consensus_distance=45.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=73.1489 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2187 top1= 81.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4620 top1= 85.2564

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 33.6239 top1= 69.3182

=== Log global consensus distance @ E23B0 ===
consensus_distance=16.802



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.372
clique2_consensus_distance=49.325


[E23B10 |   4224/60000 (  7%) ] Loss: 22.5494 top1= 69.3182

=== Log global consensus distance @ E23B10 ===
consensus_distance=17.422



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.379
clique2_consensus_distance=51.744


[E23B20 |   8064/60000 ( 13%) ] Loss: 28.1036 top1= 61.3636

=== Log global consensus distance @ E23B20 ===
consensus_distance=18.804



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.388
clique2_consensus_distance=57.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=119.4760 top1= 72.4559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1282 top1= 73.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8550 top1= 83.2332

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 28.5223 top1= 58.8068

=== Log global consensus distance @ E24B0 ===
consensus_distance=19.642



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.386
clique2_consensus_distance=61.943


[E24B10 |   4224/60000 (  7%) ] Loss: 18.4646 top1= 61.3636

=== Log global consensus distance @ E24B10 ===
consensus_distance=20.558



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.396
clique2_consensus_distance=65.249


[E24B20 |   8064/60000 ( 13%) ] Loss: 20.1004 top1= 48.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=21.351



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.409
clique2_consensus_distance=69.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=103.4907 top1= 78.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1927 top1= 54.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0249 top1= 60.0561

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 20.8206 top1= 41.4773

=== Log global consensus distance @ E25B0 ===
consensus_distance=22.041



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.404
clique2_consensus_distance=72.177


[E25B10 |   4224/60000 (  7%) ] Loss: 14.3232 top1= 49.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=21.808



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.396
clique2_consensus_distance=71.611


[E25B20 |   8064/60000 ( 13%) ] Loss: 19.0026 top1= 44.6023

=== Log global consensus distance @ E25B20 ===
consensus_distance=22.406



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.417
clique2_consensus_distance=73.895



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=121.2976 top1= 76.3722


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6564 top1= 46.0637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9567 top1= 48.4075

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 19.9461 top1= 36.9318

=== Log global consensus distance @ E26B0 ===
consensus_distance=23.136



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.409
clique2_consensus_distance=77.387


[E26B10 |   4224/60000 (  7%) ] Loss: 24.5571 top1= 48.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=22.583



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.392
clique2_consensus_distance=75.260


[E26B20 |   8064/60000 ( 13%) ] Loss: 21.3653 top1= 44.8864

=== Log global consensus distance @ E26B20 ===
consensus_distance=23.334



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.398
clique2_consensus_distance=78.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=127.4919 top1= 76.5325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3560 top1= 37.0493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9218 top1= 46.3642

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 17.6057 top1= 34.9432

=== Log global consensus distance @ E27B0 ===
consensus_distance=24.492



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.402
clique2_consensus_distance=83.609


[E27B10 |   4224/60000 (  7%) ] Loss: 16.7046 top1= 42.3295

=== Log global consensus distance @ E27B10 ===
consensus_distance=24.279



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.406
clique2_consensus_distance=82.347


[E27B20 |   8064/60000 ( 13%) ] Loss: 17.2321 top1= 37.7841

=== Log global consensus distance @ E27B20 ===
consensus_distance=24.153



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.405
clique2_consensus_distance=81.997



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=147.2026 top1= 74.3089


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9545 top1= 44.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7009 top1= 37.9708

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 18.4920 top1= 35.7955

=== Log global consensus distance @ E28B0 ===
consensus_distance=24.539



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.390
clique2_consensus_distance=84.511


[E28B10 |   4224/60000 (  7%) ] Loss: 17.7044 top1= 40.9091

=== Log global consensus distance @ E28B10 ===
consensus_distance=24.066



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.389
clique2_consensus_distance=82.621


[E28B20 |   8064/60000 ( 13%) ] Loss: 20.1253 top1= 39.7727

=== Log global consensus distance @ E28B20 ===
consensus_distance=24.902



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.407
clique2_consensus_distance=85.626



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=123.3724 top1= 78.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8208 top1= 42.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.8074 top1= 75.7011

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 34.8471 top1= 44.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=28.129



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.409
clique2_consensus_distance=99.671


[E29B10 |   4224/60000 (  7%) ] Loss: 65.9006 top1= 56.5341

=== Log global consensus distance @ E29B10 ===
consensus_distance=35.490



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.397
clique2_consensus_distance=130.586


[E29B20 |   8064/60000 ( 13%) ] Loss: 19.6569 top1= 44.6023

=== Log global consensus distance @ E29B20 ===
consensus_distance=37.355



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.379
clique2_consensus_distance=137.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=76.5185 top1= 82.8225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0692 top1= 38.7320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7030 top1= 21.4443

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 12.2550 top1= 30.1136

=== Log global consensus distance @ E30B0 ===
consensus_distance=33.528



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.356
clique2_consensus_distance=122.691


[E30B10 |   4224/60000 (  7%) ] Loss: 11.6843 top1= 38.6364

=== Log global consensus distance @ E30B10 ===
consensus_distance=27.858



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.381
clique2_consensus_distance=97.874


[E30B20 |   8064/60000 ( 13%) ] Loss: 13.3375 top1= 37.5000

=== Log global consensus distance @ E30B20 ===
consensus_distance=24.398



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.396
clique2_consensus_distance=83.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=126.9613 top1= 78.0950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6696 top1= 33.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7807 top1= 32.5020

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 15.0104 top1= 32.6705

=== Log global consensus distance @ E31B0 ===
consensus_distance=23.122



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.400
clique2_consensus_distance=77.944


[E31B10 |   4224/60000 (  7%) ] Loss: 14.6092 top1= 40.0568

=== Log global consensus distance @ E31B10 ===
consensus_distance=21.809



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.399
clique2_consensus_distance=72.223


[E31B20 |   8064/60000 ( 13%) ] Loss: 16.9831 top1= 35.7955

=== Log global consensus distance @ E31B20 ===
consensus_distance=21.768



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.408
clique2_consensus_distance=72.439



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=136.7248 top1= 78.3954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9877 top1= 39.4832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1603 top1= 29.3369

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 17.9766 top1= 32.9545

=== Log global consensus distance @ E32B0 ===
consensus_distance=22.262



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.397
clique2_consensus_distance=75.170


[E32B10 |   4224/60000 (  7%) ] Loss: 17.2301 top1= 44.0341

=== Log global consensus distance @ E32B10 ===
consensus_distance=22.544



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.417
clique2_consensus_distance=75.989


[E32B20 |   8064/60000 ( 13%) ] Loss: 21.5400 top1= 37.5000

=== Log global consensus distance @ E32B20 ===
consensus_distance=23.401



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.426
clique2_consensus_distance=79.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=136.4500 top1= 80.1783


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8963 top1= 49.2188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0641 top1= 31.1098

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 20.5609 top1= 35.7955

=== Log global consensus distance @ E33B0 ===
consensus_distance=24.362



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.432
clique2_consensus_distance=84.082


[E33B10 |   4224/60000 (  7%) ] Loss: 20.3122 top1= 42.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=25.337



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.445
clique2_consensus_distance=88.405


[E33B20 |   8064/60000 ( 13%) ] Loss: 18.9916 top1= 36.0795

=== Log global consensus distance @ E33B20 ===
consensus_distance=26.404



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.469
clique2_consensus_distance=92.522



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=180.8677 top1= 74.7496


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6091 top1= 37.9407


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8389 top1= 22.5962

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 18.1541 top1= 31.2500

=== Log global consensus distance @ E34B0 ===
consensus_distance=26.723



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.458
clique2_consensus_distance=94.028


[E34B10 |   4224/60000 (  7%) ] Loss: 22.9936 top1= 39.4886

=== Log global consensus distance @ E34B10 ===
consensus_distance=26.207



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.457
clique2_consensus_distance=91.548


[E34B20 |   8064/60000 ( 13%) ] Loss: 18.1258 top1= 33.2386

=== Log global consensus distance @ E34B20 ===
consensus_distance=25.993



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.458
clique2_consensus_distance=90.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=180.8009 top1= 76.4724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3224 top1= 40.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7877 top1= 39.5032

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 14.8966 top1= 34.6591

=== Log global consensus distance @ E35B0 ===
consensus_distance=25.806



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.441
clique2_consensus_distance=89.937


[E35B10 |   4224/60000 (  7%) ] Loss: 14.0265 top1= 38.3523

=== Log global consensus distance @ E35B10 ===
consensus_distance=25.294



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.438
clique2_consensus_distance=87.415


[E35B20 |   8064/60000 ( 13%) ] Loss: 19.9621 top1= 45.7386

=== Log global consensus distance @ E35B20 ===
consensus_distance=25.577



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.459
clique2_consensus_distance=88.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=158.2892 top1= 79.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9394 top1= 30.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2796 top1= 25.3205

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 14.9346 top1= 31.8182

=== Log global consensus distance @ E36B0 ===
consensus_distance=26.264



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.459
clique2_consensus_distance=91.843


[E36B10 |   4224/60000 (  7%) ] Loss: 15.0050 top1= 40.9091

=== Log global consensus distance @ E36B10 ===
consensus_distance=25.043



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.442
clique2_consensus_distance=86.559


[E36B20 |   8064/60000 ( 13%) ] Loss: 19.7255 top1= 34.6591

=== Log global consensus distance @ E36B20 ===
consensus_distance=25.446



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.429
clique2_consensus_distance=88.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=180.7757 top1= 78.8962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7776 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1499 top1= 20.4828

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 19.0790 top1= 36.9318

=== Log global consensus distance @ E37B0 ===
consensus_distance=25.576



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.425
clique2_consensus_distance=89.103


[E37B10 |   4224/60000 (  7%) ] Loss: 22.3536 top1= 42.0455

=== Log global consensus distance @ E37B10 ===
consensus_distance=25.330



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.427
clique2_consensus_distance=87.973


[E37B20 |   8064/60000 ( 13%) ] Loss: 24.6134 top1= 41.1932

=== Log global consensus distance @ E37B20 ===
consensus_distance=25.247



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.443
clique2_consensus_distance=87.173



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=151.6385 top1= 80.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5994 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9689 top1= 17.4679

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 20.2207 top1= 34.0909

=== Log global consensus distance @ E38B0 ===
consensus_distance=25.970



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.438
clique2_consensus_distance=90.048


[E38B10 |   4224/60000 (  7%) ] Loss: 15.0862 top1= 34.9432

=== Log global consensus distance @ E38B10 ===
consensus_distance=25.691



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.430
clique2_consensus_distance=89.039


[E38B20 |   8064/60000 ( 13%) ] Loss: 18.4765 top1= 39.2045

=== Log global consensus distance @ E38B20 ===
consensus_distance=24.145



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.429
clique2_consensus_distance=82.362



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=199.9541 top1= 74.7496


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9424 top1= 45.4928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8248 top1= 23.2071

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 15.0124 top1= 36.9318

=== Log global consensus distance @ E39B0 ===
consensus_distance=24.217



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.426
clique2_consensus_distance=83.259


[E39B10 |   4224/60000 (  7%) ] Loss: 94.5089 top1= 48.0114

=== Log global consensus distance @ E39B10 ===
consensus_distance=26.980



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.487
clique2_consensus_distance=94.643


[E39B20 |   8064/60000 ( 13%) ] Loss: 25.9555 top1= 50.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=37.162



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.598
clique2_consensus_distance=135.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=152.9603 top1= 76.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8883 top1= 19.1707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9408 top1= 17.9688

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 8.3404 top1= 26.7045

=== Log global consensus distance @ E40B0 ===
consensus_distance=40.110



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.604
clique2_consensus_distance=144.721


[E40B10 |   4224/60000 (  7%) ] Loss: 12.0152 top1= 31.5341

=== Log global consensus distance @ E40B10 ===
consensus_distance=34.329



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.608
clique2_consensus_distance=120.012


[E40B20 |   8064/60000 ( 13%) ] Loss: 17.1895 top1= 39.4886

=== Log global consensus distance @ E40B20 ===
consensus_distance=28.045



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.583
clique2_consensus_distance=95.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=141.4130 top1= 76.5325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5011 top1= 58.4135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6276 top1= 25.8213

