
=== 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 0.292 0.375]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.375 0.625]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7131 top1= 79.2614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.784



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=1.636


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2892 top1= 91.1932

=== Log global consensus distance @ E1B20 ===
consensus_distance=2.280



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=4.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6809 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7407 top1= 41.4263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2972 top1= 40.8353

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1760 top1= 94.3182

=== Log global consensus distance @ E2B0 ===
consensus_distance=3.332



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=5.433


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1620 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=4.068



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=6.006


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1657 top1= 94.3182

=== Log global consensus distance @ E2B20 ===
consensus_distance=4.691



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=6.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3121 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2251 top1= 43.5296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6946 top1= 43.0489

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 97.7273

=== Log global consensus distance @ E3B0 ===
consensus_distance=5.312



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=6.847


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0947 top1= 97.4432

=== Log global consensus distance @ E3B10 ===
consensus_distance=5.952



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=7.430


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1304 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=6.547



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=7.996



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2618 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3042 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8477 top1= 44.9419

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0893 top1= 97.7273

=== Log global consensus distance @ E4B0 ===
consensus_distance=7.250



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=8.643


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0995 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=7.980



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=9.376


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1121 top1= 98.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=8.624



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6520 top1= 12.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5426 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0388 top1= 44.9920

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0621 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=9.304



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=10.768


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0793 top1= 97.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=10.059



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=11.538


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0692 top1= 98.5795

=== Log global consensus distance @ E5B20 ===
consensus_distance=10.779



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=12.243



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.7498 top1= 16.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7793 top1= 48.4675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3662 top1= 44.4712

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0522 top1= 99.7159

=== Log global consensus distance @ E6B0 ===
consensus_distance=11.508



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=12.952


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0617 top1= 97.4432

=== Log global consensus distance @ E6B10 ===
consensus_distance=12.274



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=13.739


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0607 top1= 98.8636

=== Log global consensus distance @ E6B20 ===
consensus_distance=13.011



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=14.440



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1395 top1= 18.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9051 top1= 48.9483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5472 top1= 44.0204

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0497 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=13.755



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=15.157


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0795 top1= 96.8750

=== Log global consensus distance @ E7B10 ===
consensus_distance=14.538



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=15.975


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0577 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=15.309



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=16.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9113 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8767 top1= 49.2488


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7218 top1= 41.9471

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0517 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=16.079



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=17.480


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0678 top1= 97.7273

=== Log global consensus distance @ E8B10 ===
consensus_distance=16.905



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=18.397


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0720 top1= 97.7273

=== Log global consensus distance @ E8B20 ===
consensus_distance=17.674



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=19.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8847 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4186 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8119 top1= 42.0172

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0808 top1= 97.1591

=== Log global consensus distance @ E9B0 ===
consensus_distance=18.456



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=19.870


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0766 top1= 97.7273

=== Log global consensus distance @ E9B10 ===
consensus_distance=19.347



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=20.722


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0638 top1= 98.0114

=== Log global consensus distance @ E9B20 ===
consensus_distance=20.095



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=21.230



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9146 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6271 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0008 top1= 43.0789

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0419 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=20.922



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=21.755


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0645 top1= 98.0114

=== Log global consensus distance @ E10B10 ===
consensus_distance=21.748



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=22.251


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0757 top1= 98.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=22.526



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=22.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.9850 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9113 top1= 49.4792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8470 top1= 45.4026

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=23.386



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=23.365


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0403 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=24.288



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=24.111


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0472 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=25.042



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=24.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6199 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4813 top1= 52.6342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3043 top1= 45.5829

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0775 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=25.828



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=24.952


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0447 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=26.727



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=25.741


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0472 top1= 98.8636

=== Log global consensus distance @ E12B20 ===
consensus_distance=27.551



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=26.381



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.0599 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7344 top1= 52.1835


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1153 top1= 45.5228

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0468 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=28.380



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=26.951


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0327 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=29.257



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=27.586


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0455 top1= 98.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=30.064



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=28.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.3089 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9178 top1= 51.5325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3309 top1= 44.4912

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0290 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=30.951



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=28.688


[E14B10 |   4224/60000 (  7%) ] Loss: 36.5388 top1= 90.9091

=== Log global consensus distance @ E14B10 ===
consensus_distance=36.376



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=29.419


[E14B20 |   8064/60000 ( 13%) ] Loss: nan top1= 89.2045

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1031 top1= 49.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9812 top1= 44.4211

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=32.224


[E15B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=33.242


[E15B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=33.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3491 top1= 50.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0337 top1= 45.6430

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: nan top1= 89.7727

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=34.710


[E16B10 |   4224/60000 (  7%) ] Loss: nan top1= 89.4886

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=35.276


[E16B20 |   8064/60000 ( 13%) ] Loss: nan top1= 89.7727

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=35.690



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3870 top1= 49.5693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5851 top1= 44.9018

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=36.873


[E17B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=37.575


[E17B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=38.268



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0668 top1= 51.4022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0406 top1= 44.8217

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=38.873


[E18B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=39.125


[E18B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=39.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4392 top1= 50.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2269 top1= 47.0152

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=39.840


[E19B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=40.063


[E19B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=40.556



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7577 top1= 50.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1964 top1= 47.3157

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=40.680


[E20B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=40.810


[E20B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9961 top1= 50.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4919 top1= 46.7849

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.138


[E21B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.171


[E21B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1632 top1= 50.1002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0449 top1= 47.3157

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.341


[E22B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.413


[E22B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.447



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3257 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3210 top1= 47.3357

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.492


[E23B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.540


[E23B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4592 top1= 50.0401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4377 top1= 47.3157

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.624


[E24B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.661


[E24B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.695



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5767 top1= 50.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5666 top1= 47.2957

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.730


[E25B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.764


[E25B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6825 top1= 49.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6821 top1= 47.2957

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.827


[E26B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.858


[E26B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.885



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7776 top1= 49.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.7848 top1= 47.2957

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.915


[E27B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.944


[E27B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.969



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.8636 top1= 49.9499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8795 top1= 47.2857

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.996


[E28B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.023


[E28B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9421 top1= 49.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9656 top1= 47.2857

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.072


[E29B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.096


[E29B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0163 top1= 49.8998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0478 top1= 47.2957

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.143


[E30B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.166


[E30B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0842 top1= 49.8998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.1244 top1= 47.3057

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.209


[E31B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.230


[E31B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.1489 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.1960 top1= 47.2957

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.271


[E32B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.292


[E32B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.310



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2097 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2639 top1= 47.3157

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.331


[E33B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.350


[E33B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.368



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2661 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.3291 top1= 47.3157

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.387


[E34B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.405


[E34B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3203 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.3901 top1= 47.3157

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.440


[E35B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.458


[E35B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.474



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3720 top1= 49.8598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4485 top1= 47.3157

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.491


[E36B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.508


[E36B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4216 top1= 49.8598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5040 top1= 47.3257

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.540


[E37B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.556


[E37B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.571



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4680 top1= 49.8598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5574 top1= 47.3157

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.587


[E38B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.602


[E38B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5136 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6072 top1= 47.3157

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.632


[E39B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.647


[E39B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5573 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6555 top1= 47.3157

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.675


[E40B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.689


[E40B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5991 top1= 49.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.7019 top1= 47.3157

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.716


[E41B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.730


[E41B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.742



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6375 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.7468 top1= 47.3157

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.756


[E42B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.769


[E42B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6763 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.7895 top1= 47.3157

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.795


[E43B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.808


[E43B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.819



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7116 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8301 top1= 47.3157

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.832


[E44B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.844


[E44B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7483 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8701 top1= 47.3157

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.868


[E45B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.880


[E45B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7824 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.9089 top1= 47.3157

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.903


[E46B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.914


[E46B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.8161 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.9472 top1= 47.3157

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.937


[E47B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.948


[E47B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.8484 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.9835 top1= 47.3157

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.970


[E48B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.981


[E48B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.8807 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0193 top1= 47.3157

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.002


[E49B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.012


[E49B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.9113 top1= 49.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0539 top1= 47.3157

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.033


[E50B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.043


[E50B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.9411 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0882 top1= 47.3157

