
=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9499 top1= 63.9205

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.459



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.714


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4434 top1= 87.2159

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.120



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0578 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8667 top1= 40.0341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2188 top1= 37.5701

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2171 top1= 93.1818

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.381



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.555


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2428 top1= 92.0455

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.467



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.983


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.2100 top1= 94.6023

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.526



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9045 top1= 75.2804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0129 top1= 40.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6733 top1= 43.5497

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1219 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.593



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.450


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1029 top1= 96.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.647



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.612


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1341 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.666



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.701



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8925 top1= 73.0669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8375 top1= 43.0389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8898 top1= 45.5629

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0809 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.674



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.733


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0757 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.679



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.751


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0927 top1= 98.0114

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.679



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.758



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8853 top1= 70.4427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1133 top1= 44.7015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2802 top1= 46.0537

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0370 top1= 99.7159

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.680



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.765


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0441 top1= 99.1477

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.671



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.733


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0525 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.662



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9165 top1= 67.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2396 top1= 46.4042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6333 top1= 46.0737

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0354 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.658



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.675


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0281 top1= 99.4318

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.651



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.635


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0418 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.637



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0057 top1= 64.3830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1752 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9823 top1= 46.2540

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0209 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.629



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.560


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0353 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.619



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.503


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0383 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.610



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1183 top1= 61.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0188 top1= 48.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2938 top1= 46.5345

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.600



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.443


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.585



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.376


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0736 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.573



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1617 top1= 61.4083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7796 top1= 48.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6364 top1= 46.5044

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.560



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.268


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0297 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.549



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.203


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0483 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.533



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2886 top1= 59.0545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6055 top1= 49.0585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8512 top1= 46.3241

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0142 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.513



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.090


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0207 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.493



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.018


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.486



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.970



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4518 top1= 57.2917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0471 top1= 51.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0192 top1= 46.3241

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0117 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.468



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.912


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.461



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.888


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0223 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.461



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.890



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4555 top1= 56.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9127 top1= 51.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1281 top1= 46.3642

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.451



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.848


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.452



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.847


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.461



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3983 top1= 58.2232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8003 top1= 52.1034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1701 top1= 46.4944

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.467



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.911


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.461



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.885


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0080 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.450



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3743 top1= 58.9543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8718 top1= 52.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2918 top1= 46.6747

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.446



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.797


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0091 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.422



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.735


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.406



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.640



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5796 top1= 56.6306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9280 top1= 53.1150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4735 top1= 47.0954

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.374



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.541


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.361



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.428


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0451 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.317



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7086 top1= 55.0280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8699 top1= 53.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5514 top1= 47.0453

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.291



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.193


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.259



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.075


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.232



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.966



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7991 top1= 54.9179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8702 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6022 top1= 47.7965

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.206



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.862


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.178



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.748


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.153



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8751 top1= 55.1382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8210 top1= 54.5873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7446 top1= 47.5361

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.127



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.532


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0308 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.102



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.424


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.074



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.319



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0263 top1= 53.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7631 top1= 54.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8100 top1= 47.8466

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.048



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.224


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.022



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.122


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.999



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1054 top1= 53.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6858 top1= 55.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8672 top1= 48.0569

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.977



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.940


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.954



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.846


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.932



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.759



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2367 top1= 53.2051


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6469 top1= 55.8494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0266 top1= 48.9784

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.913



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.683


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.892



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.596


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.872



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.518



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3378 top1= 53.3454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5986 top1= 56.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1505 top1= 49.6094

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.855



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.448


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.836



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.369


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.818



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.299



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4338 top1= 53.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5789 top1= 56.6506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2759 top1= 49.8598

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.803



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.237


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.785



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.165


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.769



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5282 top1= 53.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5584 top1= 57.1014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4087 top1= 50.1102

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.756



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.048


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.739



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.982


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.726



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6194 top1= 53.3654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5650 top1= 57.4619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5497 top1= 50.2304

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.713



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.876


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.698



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.815


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.686



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.765



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7075 top1= 53.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5680 top1= 57.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6756 top1= 50.3806

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.675



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.722


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.661



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.667


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.650



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.622



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7943 top1= 53.4355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5823 top1= 58.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8005 top1= 50.5409

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.640



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.583


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.628



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.533


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.618



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.492



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8819 top1= 53.4655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6035 top1= 58.7039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9189 top1= 50.6911

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.609



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.457


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.598



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.412


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.589



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.377



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9574 top1= 53.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6207 top1= 58.9343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0283 top1= 50.9615

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.581



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.345


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.571



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.302


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.563



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0335 top1= 53.5958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6383 top1= 59.1246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.1303 top1= 51.1819

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.557



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.246


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.548



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.208


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.541



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.183



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1127 top1= 53.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6559 top1= 59.3049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2308 top1= 51.4123

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.536



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.161


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.533



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.148


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.537



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1396 top1= 53.8562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7390 top1= 59.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3203 top1= 51.6727

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.540



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.179


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.546



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.203


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.560



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1449 top1= 53.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5939 top1= 61.1879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4100 top1= 51.8930

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.564



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.275


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.583



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.353


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0212 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.615



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.481



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5846 top1= 55.5990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1318 top1= 57.1414


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4938 top1= 52.1434

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.666



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.685


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0261 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.731



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.947


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0862 top1= 98.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.791



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.191



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9792 top1= 59.8558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8790 top1= 57.5120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5782 top1= 52.3438

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0175 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.844



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.405


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0129 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.862



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.478


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0502 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.915



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7924 top1= 62.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9154 top1= 55.2784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6590 top1= 52.5741

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.948



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.822


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0074 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.955



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.851


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0152 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.969



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8708 top1= 60.7572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1500 top1= 60.3766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.7391 top1= 52.8045

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0056 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.983



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.964


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.988



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.984


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.984



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.969



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9215 top1= 58.5437


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3769 top1= 60.1763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8136 top1= 52.9347

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.973



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.925


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.957



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.858


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.942



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0385 top1= 59.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2338 top1= 60.8774


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8860 top1= 53.0449

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.919



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.707


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.894



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.605


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.870



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2456 top1= 58.0629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1267 top1= 61.9191


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9582 top1= 53.1350

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.847



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.417


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.823



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.317


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.799



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3975 top1= 57.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1919 top1= 61.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0286 top1= 53.2853

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.778



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.138


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.756



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.048


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.735



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5266 top1= 56.6607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2454 top1= 62.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0968 top1= 53.3954

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.715



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.884


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.694



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.798


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.674



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.719



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6727 top1= 56.0296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2460 top1= 62.4099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.1631 top1= 53.4555

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.658



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.652


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.639



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.578


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.622



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8021 top1= 55.7192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2668 top1= 62.6903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2277 top1= 53.5357

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.607



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.449


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.591



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.383


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.576



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.324



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9244 top1= 55.4387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2966 top1= 62.7704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2891 top1= 53.6158

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.563



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.272


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.550



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.217


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.537



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0320 top1= 55.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3497 top1= 62.8405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.3542 top1= 53.6959

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.526



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.123


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.515



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.075


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.504



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1305 top1= 55.0982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4068 top1= 62.8105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4129 top1= 53.7760

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.496



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.999


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.486



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.959


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.478



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2231 top1= 54.9780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4645 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4713 top1= 53.8261

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.470



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.898


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.462



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.862


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.455



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.836



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3038 top1= 54.9579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5346 top1= 62.6102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5268 top1= 53.8862

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.450



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.813


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.442



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.783


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.437



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3897 top1= 54.8778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5911 top1= 62.4499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5824 top1= 53.9363

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.432



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.742


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.425



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.716


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.422



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.700



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4686 top1= 54.8578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6399 top1= 62.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6384 top1= 53.9563

