
=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7347 top1= 78.4091

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.470



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=1.528


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2392 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.850



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=3.189



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0987 top1= 30.0681


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8417 top1= 41.5765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3821 top1= 42.8486

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1461 top1= 96.0227

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.817



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.094


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1578 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.686



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.539


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1703 top1= 94.8864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.577



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6327 top1= 44.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7219 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9019 top1= 43.3293

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1051 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.521



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.851


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1049 top1= 96.8750

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.505



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.778


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1170 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.481



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8615 top1= 40.0741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7216 top1= 52.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9015 top1= 43.4796

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0824 top1= 98.2955

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.472



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.650


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0905 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.479



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.675


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.473



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0850 top1= 37.5601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7522 top1= 51.9631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9389 top1= 43.6799

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0789 top1= 98.2955

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.478



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.680


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0885 top1= 96.5909

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.496



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.753


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1100 top1= 96.8750

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.495



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.753



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1866 top1= 37.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7132 top1= 52.1635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9856 top1= 43.4095

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0817 top1= 98.0114

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.500



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.781


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0774 top1= 97.1591

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.518



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.849


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1148 top1= 96.0227

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.513



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.835



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3659 top1= 35.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7525 top1= 52.2736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9773 top1= 43.6799

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0842 top1= 97.7273

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.511



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.830


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0806 top1= 97.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.529



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.896


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1082 top1= 96.8750

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.523



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.879



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5385 top1= 33.5337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8437 top1= 52.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9957 top1= 43.7800

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0736 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.524



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.886


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0770 top1= 97.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.539



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.943


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1069 top1= 96.8750

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.534



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.928



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7597 top1= 31.4704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8640 top1= 52.2536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9758 top1= 44.1106

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0740 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.535



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.936


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0778 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.551



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.998


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1117 top1= 96.5909

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.549



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.994



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8630 top1= 30.2684


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8630 top1= 51.7228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9654 top1= 44.1006

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0744 top1= 98.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.554



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.019


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0878 top1= 96.8750

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.570



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.081


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1096 top1= 96.8750

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.570



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8139 top1= 30.3786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6959 top1= 52.4339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9395 top1= 44.1707

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0779 top1= 98.0114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.577



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.122


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0773 top1= 98.0114

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.592



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.176


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1158 top1= 96.8750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.587



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9335 top1= 29.4171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7095 top1= 52.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9207 top1= 44.2007

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0831 top1= 98.0114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.582



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.140


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0829 top1= 97.4432

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.600



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.211


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1134 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.593



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0963 top1= 28.1651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7339 top1= 52.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8805 top1= 44.1607

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0735 top1= 98.5795

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.588



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.169


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0771 top1= 97.7273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.609



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.250


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1126 top1= 96.5909

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.602



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1953 top1= 27.5541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8074 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8792 top1= 44.2408

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0739 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.602



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.230


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0802 top1= 97.4432

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.622



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.306


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1165 top1= 96.5909

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.616



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2101 top1= 27.3337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7442 top1= 52.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8463 top1= 44.3009

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0715 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.620



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.309


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1011 top1= 96.8750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.640



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.384


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1156 top1= 96.8750

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.638



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.381



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1011 top1= 27.8446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6114 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8563 top1= 44.1607

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0885 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.639



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.392


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0820 top1= 98.0114

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.657



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.456


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1197 top1= 96.5909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.641



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2750 top1= 26.8029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6718 top1= 52.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8175 top1= 44.3309

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0740 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.637



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.381


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0782 top1= 98.0114

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.657



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.456


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1191 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.646



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.418



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4278 top1= 25.9415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7392 top1= 52.0933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8231 top1= 44.1607

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0728 top1= 99.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.648



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.431


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0846 top1= 97.7273

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.669



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.510


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1205 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.660



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4935 top1= 25.3706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6905 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7900 top1= 44.3209

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0723 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.663



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.498


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1008 top1= 96.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.685



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.583


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1209 top1= 96.5909

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.677



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.557



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3930 top1= 25.4808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6017 top1= 51.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7914 top1= 44.1106

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0871 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.680



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.572


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0856 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.699



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.643


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1228 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.685



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6483 top1= 24.3389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6527 top1= 52.0533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7585 top1= 44.3710

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0761 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.677



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.557


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0784 top1= 98.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.701



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.652


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1196 top1= 96.8750

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.688



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.600



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8110 top1= 23.6078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7229 top1= 51.9131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7618 top1= 44.1907

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0732 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.691



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.618


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0865 top1= 97.4432

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.715



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.716


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1226 top1= 96.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.703



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8746 top1= 23.3273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6974 top1= 51.7929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7318 top1= 44.4712

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0739 top1= 99.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.709



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.700


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1046 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.732



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.790


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1193 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.726



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8443 top1= 23.0469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5951 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7355 top1= 44.4010

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0847 top1= 98.2955

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.728



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.784


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0868 top1= 97.7273

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.749



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.865


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1229 top1= 96.3068

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.736



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.815



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1938 top1= 22.0954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6418 top1= 51.9431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6961 top1= 44.5112

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0774 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.727



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.780


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0806 top1= 97.7273

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.756



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.895


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1190 top1= 96.8750

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.743



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.847



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5041 top1= 21.4543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7032 top1= 51.9030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6897 top1= 44.5913

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0750 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.746



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.865


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0859 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.779



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.997


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1201 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.763



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.933



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6559 top1= 21.1238


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6978 top1= 51.2821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6648 top1= 44.6014

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0743 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.769



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=2.966


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1050 top1= 96.5909

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.798



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.083


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1192 top1= 96.8750

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.790



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6922 top1= 20.9135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6105 top1= 51.0817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6387 top1= 44.6214

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0832 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.794



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.075


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0839 top1= 98.0114

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.818



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.171


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1198 top1= 96.5909

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.805



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0309 top1= 20.4427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6852 top1= 51.1919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6166 top1= 44.6514

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0829 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.799



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.096


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0838 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.831



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.227


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1191 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.816



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.171



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4062 top1= 19.9720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7112 top1= 51.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6249 top1= 44.5112

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0772 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.816



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.171


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0835 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.850



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.311


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 97.4432

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.834



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6703 top1= 19.8718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7342 top1= 51.3321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6176 top1= 44.4611

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0776 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.837



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.267


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0885 top1= 97.4432

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.872



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.408


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1197 top1= 96.5909

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.855



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.345



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8043 top1= 19.8117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7068 top1= 51.1418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6067 top1= 44.4611

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0785 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.859



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.364


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1039 top1= 96.5909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.890



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.490


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1168 top1= 96.8750

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.879



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.448



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7463 top1= 19.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6311 top1= 50.9415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5953 top1= 44.5513

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0832 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.882



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.464


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0911 top1= 97.4432

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.907



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.564


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1194 top1= 96.8750

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.892



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.508



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8983 top1= 19.7216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6689 top1= 50.7712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5820 top1= 44.5212

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0891 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.887



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.486


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0888 top1= 97.4432

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.914



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.596


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1164 top1= 96.5909

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.901



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2299 top1= 19.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6738 top1= 51.3121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5669 top1= 44.4611

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0824 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.895



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.522


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0866 top1= 97.7273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.929



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.661


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1138 top1= 96.8750

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.912



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4898 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7199 top1= 51.0216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5738 top1= 44.4010

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0834 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.910



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.590


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0875 top1= 98.0114

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.945



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.732


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1182 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.927



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6216 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7385 top1= 50.6310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5722 top1= 44.4211

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0859 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.928



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.670


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1000 top1= 97.1591

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.961



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.804


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1207 top1= 96.3068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.943



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5222 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6458 top1= 50.5509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5829 top1= 44.3109

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0829 top1= 98.8636

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.944



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.741


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1210 top1= 96.3068

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.971



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.846


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1229 top1= 96.8750

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.954



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.3133 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5797 top1= 50.6310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5448 top1= 44.3510

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0886 top1= 98.5795

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.947



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.753


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0987 top1= 97.4432

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.971



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.846


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1210 top1= 96.0227

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.944



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.738



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6061 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6428 top1= 50.8013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5847 top1= 44.2608

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0875 top1= 98.8636

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.928



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.672


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0883 top1= 98.0114

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.960



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.797


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1167 top1= 96.8750

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.940



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.719



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.7222 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7120 top1= 50.5409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5436 top1= 44.2708

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0862 top1= 99.4318

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.933



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.694


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0974 top1= 97.4432

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.965



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.819


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1216 top1= 96.3068

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.945



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.741



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6320 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6538 top1= 50.5108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5487 top1= 44.2909

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0839 top1= 98.8636

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.940



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.722


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1196 top1= 96.5909

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.963



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.811


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1208 top1= 96.8750

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.946



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.3543 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6166 top1= 49.7296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5055 top1= 44.2408

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0965 top1= 98.2955

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.940



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=3.721


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0904 top1= 97.7273

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.956



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.779


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1231 top1= 96.5909

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.930



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.676



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5347 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6202 top1= 50.6911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5176 top1= 44.3209

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0895 top1= 98.8636

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.914



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.608


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0898 top1= 97.7273

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.940



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.711


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1158 top1= 96.8750

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.923



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.643



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6117 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6579 top1= 50.8013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5006 top1= 44.4311

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0869 top1= 98.8636

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.915



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.612


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0921 top1= 97.4432

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.941



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.714


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1149 top1= 97.1591

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.924



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.648



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.7007 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6454 top1= 50.5709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5058 top1= 44.2808

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0877 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.917



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.622


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0964 top1= 97.4432

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.940



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.713


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1195 top1= 96.8750

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.926



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6369 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6084 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4841 top1= 44.2708

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0876 top1= 98.2955

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.922



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.644


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1127 top1= 96.3068

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.948



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.746


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1219 top1= 97.1591

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.933



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4049 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5567 top1= 49.7796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4831 top1= 44.0405

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0930 top1= 98.2955

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.928



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.669


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1009 top1= 97.1591

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.941



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.717


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1243 top1= 96.8750

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.929



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4046 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5404 top1= 50.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4582 top1= 44.1306

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0964 top1= 98.2955

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.914



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.609


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0935 top1= 97.4432

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.934



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.686


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1215 top1= 96.5909

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.920



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.633



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5601 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5493 top1= 50.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4578 top1= 44.3109

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0892 top1= 98.5795

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.905



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.568


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0919 top1= 96.8750

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.930



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.666


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1185 top1= 96.5909

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.916



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6432 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5670 top1= 50.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4633 top1= 44.3610

