
=== 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: 0.5329 top1= 83.5227

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.467



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.592


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2379 top1= 94.0341

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.999



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2145 top1= 27.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6372 top1= 40.6751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4007 top1= 40.6951

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1344 top1= 94.6023

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.128



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.158


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1232 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.060



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.964


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1689 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.950



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6202 top1= 38.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9554 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2294 top1= 45.0721

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0889 top1= 97.1591

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.909



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.428


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0830 top1= 98.0114

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.912



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.409


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0931 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.911



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4790 top1= 48.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2757 top1= 49.4792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1567 top1= 44.7817

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0560 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.922



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.442


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0666 top1= 98.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.957



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.567


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0634 top1= 97.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.987



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2815 top1= 50.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8082 top1= 54.8478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8679 top1= 44.8818

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0356 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.026



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.845


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0519 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.083



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.066


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0602 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.149



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8949 top1= 51.3522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5025 top1= 59.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4367 top1= 44.2909

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0351 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.191



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.481


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0493 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.286



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.860


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0504 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.363



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1979 top1= 51.6126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7008 top1= 59.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3414 top1= 45.6831

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0447 top1= 98.2955

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.422



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.398


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0803 top1= 97.1591

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.530



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.819


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0747 top1= 96.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.657



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.322



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0119 top1= 53.2452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5807 top1= 60.2264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5372 top1= 47.0453

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0325 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.764



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.731


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1= 99.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.835



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.021


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0443 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.896



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5807 top1= 52.0333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3251 top1= 64.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3213 top1= 45.6931

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0311 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.956



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.506


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0424 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=2.063



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.927


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0322 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=2.146



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2308 top1= 52.2236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4853 top1= 62.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2671 top1= 46.9651

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=2.183



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.405


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=2.279



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.781


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0383 top1= 98.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=2.372



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=9.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9535 top1= 53.2452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6122 top1= 61.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5182 top1= 47.4860

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=2.429



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=9.379


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0389 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=2.505



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=9.680


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0164 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.632



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=10.178



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6821 top1= 53.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3829 top1= 64.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6391 top1= 47.3958

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.708



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=10.484


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0353 top1= 98.8636

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.796



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=10.831


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0208 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.955



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=11.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3731 top1= 53.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4394 top1= 64.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.6822 top1= 48.2472

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=3.018



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=11.712


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E13B10 ===
consensus_distance=3.135



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=12.173


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=3.276



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=12.732



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7261 top1= 53.7560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0344 top1= 58.9844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.8829 top1= 48.6378

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0295 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=3.331



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=12.951


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 98.8636

=== Log global consensus distance @ E14B10 ===
consensus_distance=3.459



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=13.460


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0370 top1= 98.8636

=== Log global consensus distance @ E14B20 ===
consensus_distance=3.589



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=13.973



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9153 top1= 54.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3240 top1= 55.3285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.1842 top1= 49.3089

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 98.8636

=== Log global consensus distance @ E15B0 ===
consensus_distance=3.708



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=14.447


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=3.777



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=14.724


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0209 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=3.872



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=15.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4882 top1= 54.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6390 top1= 60.3265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.6040 top1= 49.8197

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=3.922



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=15.299


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0238 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=4.021



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=15.689


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0342 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=4.209



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=16.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.0666 top1= 54.4271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3707 top1= 64.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.0966 top1= 50.3506

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0236 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=4.238



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=16.554


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0561 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=4.357



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.025


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0221 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=4.487



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.3760 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8327 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.7096 top1= 50.7913

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=4.540



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.752


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0207 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=4.558



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.823


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0229 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=4.575



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.890



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.2624 top1= 54.7276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1041 top1= 54.6775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.4394 top1= 51.1719

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=4.587



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.942


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=4.545



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.772


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=4.597



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=17.977



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.6268 top1= 54.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9288 top1= 57.4319


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.2113 top1= 51.6827

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=4.610



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.032


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=4.607



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.019


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=4.674



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.284



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.9617 top1= 54.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0185 top1= 57.9627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.0014 top1= 51.9431

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=4.680



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.309


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=4.681



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.314


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0151 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=4.746



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.3666 top1= 54.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0982 top1= 57.0012


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=27.8126 top1= 52.2736

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=4.739



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.543


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=4.788



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=18.740


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=4.861



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=19.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.6863 top1= 54.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8994 top1= 58.0529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.6134 top1= 52.5040

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0334 top1= 98.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.885



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=19.125


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0235 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.995



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=19.564


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=5.036



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=19.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.1110 top1= 54.8277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6507 top1= 51.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.5235 top1= 52.6643

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0283 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=5.044



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=19.758


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=5.113



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.033


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0264 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=5.127



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.1467 top1= 54.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8664 top1= 49.3289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=33.4880 top1= 52.9647

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=5.136



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.125


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=5.155



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.201


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0261 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=5.153



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.190



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.3583 top1= 54.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9492 top1= 48.6679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=35.5329 top1= 53.1250

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=5.185



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.319


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0129 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=5.177



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.286


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=5.197



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.7366 top1= 54.5172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1948 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.5752 top1= 53.2953

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0199 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=5.258



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.608


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0251 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=5.221



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.462


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0141 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=5.298



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.769



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.3999 top1= 54.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8077 top1= 49.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=39.6730 top1= 53.4756

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=5.320



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.858


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0271 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=5.286



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.723


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=5.464



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.5486 top1= 54.1567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7582 top1= 51.5825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=41.8631 top1= 53.6859

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0235 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=5.387



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.122


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0231 top1= 99.4318

=== Log global consensus distance @ E29B10 ===
consensus_distance=5.325



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.878


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0099 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=5.461



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.418



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.0142 top1= 53.8061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5922 top1= 51.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=44.1299 top1= 53.7360

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0147 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=5.453



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.386


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0273 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=5.442



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.341


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E30B20 ===
consensus_distance=5.512



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.7018 top1= 52.4038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6753 top1= 51.4724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=46.0012 top1= 54.0966

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0774 top1= 97.1591

=== Log global consensus distance @ E31B0 ===
consensus_distance=5.516



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.604


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0749 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=5.614



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.535


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1034 top1= 98.2955

=== Log global consensus distance @ E31B20 ===
consensus_distance=5.696



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.0586 top1= 50.9315


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7830 top1= 49.5593


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.0059 top1= 47.4559

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1152 top1= 96.8750

=== Log global consensus distance @ E32B0 ===
consensus_distance=5.601



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.717


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0630 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=5.456



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.603


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.5795

=== Log global consensus distance @ E32B20 ===
consensus_distance=5.308



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.5614 top1= 54.0966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8789 top1= 49.3189


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.7302 top1= 48.0769

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=5.331



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.871


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0208 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=5.294



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.746


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=5.300



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.2769 top1= 54.1867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4879 top1= 50.5609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.2219 top1= 48.7179

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=5.312



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.828


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0286 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=5.283



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=20.709


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=5.363



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.5834 top1= 53.9263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3083 top1= 51.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.0159 top1= 50.7812

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0152 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=5.407



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.202


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0228 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=5.431



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.302


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=5.512



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.3476 top1= 53.9062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7262 top1= 50.9215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.4659 top1= 50.6110

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0214 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=5.491



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.539


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0261 top1= 99.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=5.550



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.774


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0135 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=5.550



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.9030 top1= 53.9663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1038 top1= 49.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.9064 top1= 51.4223

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=5.599



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.969


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0229 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=5.574



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.871


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=5.587



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=21.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.7917 top1= 54.3169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5741 top1= 52.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.2225 top1= 52.5441

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0228 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=5.617



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.044


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=5.723



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.466


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=5.778



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.683



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.2636 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2571 top1= 54.7476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.5685 top1= 52.7244

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0488 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=5.775



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.670


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0231 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=5.839



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.926


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0202 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=5.827



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.877



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.5370 top1= 54.2268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8018 top1= 51.2921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.9970 top1= 52.9447

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=5.841



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.933


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0201 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=5.853



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.982


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=5.841



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.936



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.6043 top1= 54.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7346 top1= 51.9631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=27.3949 top1= 53.1250

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=5.855



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=22.990


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0152 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=5.870



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.051


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=5.928



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.4082 top1= 54.1366


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1522 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.7687 top1= 53.2352

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=5.950



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.370


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=5.924



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.266


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0307 top1= 99.4318

=== Log global consensus distance @ E42B20 ===
consensus_distance=6.012



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.2747 top1= 54.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9068 top1= 53.7660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.1512 top1= 53.3654

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=6.076



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=23.869


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0213 top1= 99.4318

=== Log global consensus distance @ E43B10 ===
consensus_distance=6.181



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=24.289


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0128 top1= 99.7159

=== Log global consensus distance @ E43B20 ===
consensus_distance=6.256



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=24.586



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.0384 top1= 54.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0924 top1= 52.5942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.6459 top1= 53.4756

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=6.288



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=24.716


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 98.8636

=== Log global consensus distance @ E44B10 ===
consensus_distance=6.301



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=24.766


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=6.312



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=24.812



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.1907 top1= 54.1266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2038 top1= 51.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=33.1800 top1= 53.5357

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0217 top1= 99.4318

=== Log global consensus distance @ E45B0 ===
consensus_distance=6.446



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=25.345


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0196 top1= 99.7159

=== Log global consensus distance @ E45B10 ===
consensus_distance=6.509



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=25.595


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0483 top1= 98.8636

=== Log global consensus distance @ E45B20 ===
consensus_distance=6.561



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=25.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.2226 top1= 53.9563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0003 top1= 51.8530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=34.8114 top1= 53.5657

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=6.635



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=26.097


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=6.772



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=26.645


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E46B20 ===
consensus_distance=6.810



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=26.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.6263 top1= 54.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2845 top1= 50.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.5221 top1= 53.5457

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0179 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=6.843



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=26.926


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0775 top1= 98.0114

=== Log global consensus distance @ E47B10 ===
consensus_distance=6.862



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=27.000


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=6.963



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=27.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.8331 top1= 54.0465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2899 top1= 50.8313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.3048 top1= 53.6058

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0215 top1= 99.4318

=== Log global consensus distance @ E48B0 ===
consensus_distance=7.025



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=27.653


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0291 top1= 99.1477

=== Log global consensus distance @ E48B10 ===
consensus_distance=7.061



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=27.793


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=7.091



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=27.914



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.7703 top1= 54.1266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9769 top1= 53.1851


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.1882 top1= 53.6058

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E49B0 ===
consensus_distance=7.153



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=28.161


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0391 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=7.275



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=28.648


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=7.396



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=29.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.2605 top1= 53.9563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1165 top1= 51.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=42.0955 top1= 53.6158

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=7.471



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=29.431


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0209 top1= 99.4318

=== Log global consensus distance @ E50B10 ===
consensus_distance=7.570



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=29.823


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0210 top1= 99.4318

=== Log global consensus distance @ E50B20 ===
consensus_distance=7.620



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=30.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.7427 top1= 53.9062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4794 top1= 54.6775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=44.0835 top1= 53.6158

