
=== 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: 2.3142 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=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7221 top1= 78.1250

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=1.518


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2400 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.828



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8713 top1= 33.6438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8564 top1= 41.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2618 top1= 42.6282

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1396 top1= 95.7386

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.793



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.058


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1373 top1= 95.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.657



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.491


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1655 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.545



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4477 top1= 49.3990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6961 top1= 48.2672


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8724 top1= 43.3393

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0973 top1= 97.7273

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.485



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.764


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1060 top1= 96.8750

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.462



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.662


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1175 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.434



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5647 top1= 46.0837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6370 top1= 52.1434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7818 top1= 43.6999

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0795 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.422



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.499


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0886 top1= 96.3068

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.424



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.507


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1107 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.413



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7068 top1= 45.1823


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6071 top1= 52.5942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7702 top1= 43.9904

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0759 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.415



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.482


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0857 top1= 96.5909

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.431



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.543


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1071 top1= 96.5909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.427



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.530



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8364 top1= 43.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5734 top1= 52.7444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7616 top1= 44.0204

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0818 top1= 98.0114

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.429



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.542


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0733 top1= 96.8750

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.446



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.606


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1081 top1= 96.5909

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.435



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.569



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0232 top1= 40.6350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6835 top1= 52.5541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7700 top1= 44.1406

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0731 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.434



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.567


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0709 top1= 97.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.628


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1038 top1= 96.8750

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.443



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.604



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2047 top1= 37.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7518 top1= 52.4639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7773 top1= 44.4411

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0725 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.445



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.616


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0767 top1= 97.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.461



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.676


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1046 top1= 96.8750

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.456



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2712 top1= 36.3882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7024 top1= 52.4139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7834 top1= 44.5713

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0697 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.462



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.692


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1009 top1= 95.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.479



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.758


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1041 top1= 97.1591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.481



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2544 top1= 36.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5114 top1= 52.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7972 top1= 44.6715

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0794 top1= 98.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.484



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.788


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0783 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.495



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.826


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1069 top1= 96.8750

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.479



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.765



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4600 top1= 33.8742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6444 top1= 52.4539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7804 top1= 44.6815

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0719 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.475



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.750


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0701 top1= 97.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.489



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.801


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1041 top1= 97.4432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.482



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5835 top1= 32.6522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6985 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7627 top1= 44.6114

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0710 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.485



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.794


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 97.1591

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.501



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.854


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1063 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.497



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.843



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6045 top1= 32.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6355 top1= 52.3538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7218 top1= 44.6414

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0785 top1= 98.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.504



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.873


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0716 top1= 97.7273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.520



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.934


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1091 top1= 97.1591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.508



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6935 top1= 31.5805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6550 top1= 52.0132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7210 top1= 44.6014

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0809 top1= 98.8636

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.507



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.890


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0731 top1= 98.0114

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.524



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.956


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1071 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.514



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8792 top1= 29.5373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6876 top1= 52.3037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6975 top1= 44.7216

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0739 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.511



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.907


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0729 top1= 97.7273

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.528



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.973


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1035 top1= 96.8750

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.519



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.938



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9792 top1= 28.8962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7227 top1= 52.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7253 top1= 44.7416

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0709 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.518



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.937


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0751 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.536



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.007


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.528



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0153 top1= 28.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7004 top1= 52.2135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7055 top1= 44.6815

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0717 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.531



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.994


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0972 top1= 96.8750

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.550



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.069


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1094 top1= 97.1591

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.545



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8928 top1= 28.9764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5734 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6917 top1= 44.5513

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0854 top1= 98.2955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.551



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.081


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0743 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.565



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.132


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1115 top1= 96.5909

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.548



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0464 top1= 27.8345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6361 top1= 52.1635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6863 top1= 44.6514

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0778 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.543



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.046


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0744 top1= 97.7273

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.560



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.113


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1076 top1= 96.8750

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.549



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2079 top1= 26.7228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6803 top1= 51.9732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6688 top1= 44.6715

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0727 top1= 98.8636

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.548



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.068


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0746 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.565



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.135


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1062 top1= 96.8750

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.555



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2962 top1= 26.2520


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6948 top1= 52.2636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6983 top1= 44.7516

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0713 top1= 98.8636

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.557



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.107


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0844 top1= 97.1591

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.576



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.180


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1091 top1= 96.5909

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.568



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2840 top1= 26.1518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6026 top1= 52.1134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6793 top1= 44.7716

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0713 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.570



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.164


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0917 top1= 96.8750

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.590



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.245


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1118 top1= 96.8750

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.583



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.218



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2274 top1= 26.2220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5429 top1= 51.9832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6814 top1= 44.6915

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0835 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.582



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.219


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0862 top1= 97.4432

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.600



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.286


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1116 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.582



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.216



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4196 top1= 25.1302


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5974 top1= 51.9030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6821 top1= 44.7115

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0742 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.576



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.191


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0740 top1= 98.0114

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.595



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.264


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1096 top1= 97.4432

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.582



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5392 top1= 24.6995


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6707 top1= 51.7328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6619 top1= 44.6715

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0722 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.584



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.225


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0858 top1= 96.8750

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.605



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.308


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1098 top1= 97.4432

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.595



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5177 top1= 24.6595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6019 top1= 51.8930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6545 top1= 44.7616

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0743 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.599



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.295


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0843 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.619



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.372


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1117 top1= 96.8750

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.610



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.339



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5392 top1= 24.4591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5932 top1= 51.5825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6910 top1= 44.7416

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0837 top1= 98.2955

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.607



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.329


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0816 top1= 97.1591

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.627



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.405


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1082 top1= 96.8750

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.613



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.350



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7825 top1= 23.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6086 top1= 51.8530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6857 top1= 44.7716

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0719 top1= 99.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.606



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.323


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0750 top1= 98.0114

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.628



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.411


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 97.1591

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.615



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.359



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0234 top1= 22.8365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6625 top1= 51.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6712 top1= 44.7716

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0748 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.614



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.358


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0816 top1= 97.1591

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.639



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.460


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1147 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.628



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.418



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0820 top1= 22.4760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5948 top1= 51.7628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6309 top1= 44.6615

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0745 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.631



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.434


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1058 top1= 96.0227

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.658



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.544


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1171 top1= 96.8750

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.650



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.515



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9456 top1= 22.5561


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5222 top1= 51.3622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6396 top1= 44.6715

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0837 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.653



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.530


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0862 top1= 97.1591

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.675



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.616


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1157 top1= 96.8750

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.655



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.538



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2746 top1= 21.6346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5997 top1= 51.6526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6677 top1= 44.7416

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0765 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.648



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.511


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0757 top1= 97.4432

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.675



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.618


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1093 top1= 97.4432

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.663



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5935 top1= 21.1238


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6750 top1= 51.5925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6858 top1= 44.7817

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0743 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.664



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.581


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0877 top1= 96.8750

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.692



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.695


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1126 top1= 96.3068

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.682



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7525 top1= 20.6931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6044 top1= 51.5725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6350 top1= 44.6715

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0768 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.685



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.672


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0908 top1= 96.8750

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.713



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.786


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.8750

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.701



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.739



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8533 top1= 20.4627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6032 top1= 51.1919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6242 top1= 44.5613

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0855 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.702



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.747


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0858 top1= 97.7273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.731



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.864


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1082 top1= 96.8750

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.712



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.791



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1710 top1= 20.1022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6387 top1= 51.5325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5807 top1= 44.4211

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0793 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.706



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.766


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0789 top1= 97.7273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.740



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.906


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1079 top1= 97.1591

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.724



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4379 top1= 19.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7285 top1= 51.4623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5865 top1= 44.5613

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0806 top1= 98.5795

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.725



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.849


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0843 top1= 96.8750

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.757



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.979


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1121 top1= 96.8750

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.743



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5378 top1= 19.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6559 top1= 51.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6324 top1= 44.6815

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0793 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.744



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.936


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1068 top1= 96.3068

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.774



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.054


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1108 top1= 97.1591

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.763



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3918 top1= 19.7616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6020 top1= 50.6711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6670 top1= 44.7015

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0877 top1= 98.2955

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.766



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.029


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0826 top1= 97.7273

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.787



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.115


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1091 top1= 96.8750

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.768



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7661 top1= 19.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6552 top1= 51.5124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6607 top1= 44.5913

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0812 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.761



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.010


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0795 top1= 97.7273

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.791



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.133


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1058 top1= 97.1591

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.777



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0754 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7320 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6461 top1= 44.3810

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0785 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.776



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.076


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0850 top1= 97.4432

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.805



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.195


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1102 top1= 96.5909

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.791



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.139



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2416 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6920 top1= 51.0116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6239 top1= 44.2308

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0840 top1= 98.5795

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.791



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.141


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0955 top1= 96.8750

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.821



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.266


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1141 top1= 96.8750

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.807



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1399 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6418 top1= 50.9415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5917 top1= 44.3409

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0826 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.809



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.218


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1014 top1= 96.3068

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.834



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.323


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1145 top1= 97.1591

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.821



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.270



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0522 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5837 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5981 top1= 44.5112

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0912 top1= 97.4432

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.814



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.244


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0946 top1= 97.1591

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.842



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.356


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1106 top1= 96.5909

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.822



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2734 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6349 top1= 51.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6166 top1= 44.6414

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0819 top1= 98.8636

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.810



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.227


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0823 top1= 97.4432

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.843



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.362


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1095 top1= 97.1591

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.827



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.297



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5642 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7533 top1= 50.9716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6371 top1= 44.5112

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0831 top1= 98.2955

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.823



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.285


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0894 top1= 97.1591

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.854



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.412


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1112 top1= 96.5909

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.843



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6118 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6744 top1= 50.8413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6453 top1= 44.4111

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0790 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.840



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.359


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1231 top1= 96.3068

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.866



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.464


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1155 top1= 96.8750

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.859



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.441



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4101 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5143 top1= 51.0617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6168 top1= 44.1707

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0907 top1= 97.7273

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.852



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.410


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0906 top1= 97.4432

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.876



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.507


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1145 top1= 96.8750

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.856



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.427



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6589 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6562 top1= 51.3021


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5822 top1= 44.2608

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0880 top1= 98.2955

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.842



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.367


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0857 top1= 97.7273

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.876



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.510


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1121 top1= 96.8750

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.858



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8077 top1= 19.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7588 top1= 50.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5590 top1= 44.2708

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0865 top1= 98.8636

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.857



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.434


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0924 top1= 96.8750

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.889



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.567


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1168 top1= 96.3068

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.875



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8303 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7016 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5861 top1= 44.4912

