
=== 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: 0.9086 top1= 71.0227

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.965



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=1.627


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2985 top1= 91.7614

=== Log global consensus distance @ E1B20 ===
consensus_distance=2.838



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=4.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6141 top1=  9.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8574 top1= 40.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6017 top1= 38.9123

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2108 top1= 93.7500

=== Log global consensus distance @ E2B0 ===
consensus_distance=4.807



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.038
clique2_consensus_distance=6.001


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2257 top1= 94.0341

=== Log global consensus distance @ E2B10 ===
consensus_distance=7.094



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.039
clique2_consensus_distance=6.989


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1803 top1= 94.6023

=== Log global consensus distance @ E2B20 ===
consensus_distance=8.724



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.039
clique2_consensus_distance=7.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8751 top1= 18.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1560 top1= 44.0705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0846 top1= 42.7284

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1421 top1= 95.7386

=== Log global consensus distance @ E3B0 ===
consensus_distance=10.028



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.039
clique2_consensus_distance=8.379


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1545 top1= 95.4545

=== Log global consensus distance @ E3B10 ===
consensus_distance=11.189



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=9.178


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1606 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=12.259



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=9.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4328 top1= 18.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4047 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8531 top1= 42.0373

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1058 top1= 97.4432

=== Log global consensus distance @ E4B0 ===
consensus_distance=13.352



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=10.787


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1069 top1= 96.5909

=== Log global consensus distance @ E4B10 ===
consensus_distance=14.462



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=11.631


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1350 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=15.629



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=12.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5824 top1= 18.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5165 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7448 top1= 43.0589

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1004 top1= 97.4432

=== Log global consensus distance @ E5B0 ===
consensus_distance=16.752



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=13.455


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0911 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=18.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=14.366


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1046 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=19.281



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=15.296



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8243 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7224 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3895 top1= 44.7316

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0701 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=20.497



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=16.138


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0676 top1= 97.7273

=== Log global consensus distance @ E6B10 ===
consensus_distance=21.733



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=17.006


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0780 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=22.951



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=17.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8852 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5822 top1= 47.5861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1438 top1= 45.0921

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0718 top1= 98.5795

=== Log global consensus distance @ E7B0 ===
consensus_distance=24.173



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=18.529


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0824 top1= 96.8750

=== Log global consensus distance @ E7B10 ===
consensus_distance=25.480



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=19.532


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0723 top1= 98.0114

=== Log global consensus distance @ E7B20 ===
consensus_distance=26.671



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=20.218



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.2156 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5450 top1= 48.0168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5451 top1= 45.1623

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0615 top1= 98.2955

=== Log global consensus distance @ E8B0 ===
consensus_distance=27.879



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=20.842


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0600 top1= 98.5795

=== Log global consensus distance @ E8B10 ===
consensus_distance=29.233



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=21.710


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1459 top1= 97.1591

=== Log global consensus distance @ E8B20 ===
consensus_distance=30.494



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=22.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.1676 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2783 top1= 49.4892


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3426 top1= 45.0921

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0551 top1= 98.2955

=== Log global consensus distance @ E9B0 ===
consensus_distance=31.714



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=22.795


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1414 top1= 97.1591

=== Log global consensus distance @ E9B10 ===
consensus_distance=33.033



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=23.536


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0539 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=34.381



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=24.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.2472 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6429 top1= 48.8582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8844 top1= 44.7416

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0701 top1= 97.1591

=== Log global consensus distance @ E10B0 ===
consensus_distance=35.831



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=24.989


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1079 top1= 98.0114

=== Log global consensus distance @ E10B10 ===
consensus_distance=37.327



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=25.911


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.3816 top1= 96.8750

=== Log global consensus distance @ E10B20 ===
consensus_distance=38.787



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=26.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.4258 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5175 top1= 48.9683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8439 top1= 43.6899

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0664 top1= 98.0114

=== Log global consensus distance @ E11B0 ===
consensus_distance=40.414



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=27.134


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0941 top1= 98.0114

=== Log global consensus distance @ E11B10 ===
consensus_distance=42.136



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=28.077


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 98.8636

=== Log global consensus distance @ E11B20 ===
consensus_distance=43.974



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=28.532



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.9389 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2225 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6436 top1= 43.8101

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0745 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=46.342



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=29.287


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2780 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=49.166



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=30.453


[E12B20 |   8064/60000 ( 13%) ] Loss: 4.4472 top1= 93.7500

=== Log global consensus distance @ E12B20 ===
consensus_distance=66.477



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=31.474



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.8939 top1= 19.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1923 top1= 49.0385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6863 top1= 43.5296

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 2.6814 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=133.632



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=32.841


[E13B10 |   4224/60000 (  7%) ] Loss: 92997834816046.5938 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=19196358116178395136.000



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.028
clique2_consensus_distance=34.636


[E13B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=35.991



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9046 top1= 49.3389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8509 top1= 46.2740

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: nan top1= 90.6250

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=37.282


[E14B10 |   4224/60000 (  7%) ] Loss: nan top1= 89.7727

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=38.581


[E14B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.0568

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=39.251



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7458 top1= 50.0901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2492 top1= 46.0837

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=40.182


[E15B10 |   4224/60000 (  7%) ] Loss: nan top1= 89.7727

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=40.879


[E15B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.0568

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=41.470



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3899 top1= 49.7196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8457 top1= 46.5044

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: nan top1= 90.0568

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.003


[E16B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=42.537


[E16B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.252



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9652 top1= 49.4992


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6741 top1= 46.2740

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: nan top1= 90.0568

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=43.665


[E17B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.3409

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=44.067


[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=44.545



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6046 top1= 49.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4777 top1= 46.7748

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=44.831


[E18B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=44.993


[E18B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=45.287



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3961 top1= 50.0901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9790 top1= 46.7648

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=45.437


[E19B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=45.551


[E19B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=45.741



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4090 top1= 49.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6071 top1= 46.7147

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=45.928


[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=46.006


[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=46.083



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.9506 top1= 50.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5857 top1= 46.8349

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=46.211


[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=46.279


[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=46.323



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4452 top1= 49.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.2384 top1= 46.9651

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=46.388


[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=46.459


[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=46.486



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6275 top1= 50.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.3724 top1= 46.9251

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=46.516


[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=46.549


[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=46.576



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.8186 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5535 top1= 46.9151

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=46.602


[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=46.629


[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=46.651



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.9559 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.7016 top1= 46.8950

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=46.674


[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=46.698


[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=46.718



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.0703 top1= 50.0401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.8261 top1= 46.8950

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=46.739


[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=46.760


[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=46.778



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.1708 top1= 50.0401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.9350 top1= 46.8950

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=46.797


[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=46.817


[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=46.833



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.2614 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.0330 top1= 46.8950

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=46.851


[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=46.869


[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=46.884



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.3422 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.1228 top1= 46.8850

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=46.900


[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=46.917


[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=46.932



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.4149 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.2178 top1= 46.8950

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=46.947


[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=46.963


[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=46.977



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.4839 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.3076 top1= 46.8950

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=46.991


[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=47.006


[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=47.019



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.5485 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.3906 top1= 46.8850

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=47.033


[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=47.047


[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=47.059



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.6078 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4663 top1= 46.8750

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=47.072


[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=47.086


[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=47.097



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.6635 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.5389 top1= 46.8750

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=47.110


[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=47.123


[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=47.134



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7167 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6048 top1= 46.8750

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=47.146


[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=47.158


[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=47.169



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7662 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6734 top1= 46.8750

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=47.180


[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=47.192


[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=47.202



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.8144 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.7400 top1= 46.8750

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=47.213


[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=47.224


[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=47.234



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.8601 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.8006 top1= 46.8650

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=47.245


[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=47.256


[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=47.266



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9051 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.8583 top1= 46.8650

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=47.276


[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=47.286


[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=47.295



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9477 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.9126 top1= 46.8650

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=47.305


[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=47.315


[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=47.324



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9879 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.9632 top1= 46.8650

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=47.334


[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=47.343


[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=47.352



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.0281 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.0132 top1= 46.8650

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=47.361


[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=47.370


[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=47.379



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.0662 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.0598 top1= 46.8650

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=47.388


[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=47.397


[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=47.405



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.1032 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.1053 top1= 46.8650

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=47.413


[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=47.422


[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=47.430



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.1391 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.1496 top1= 46.8650

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=47.438


[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=47.447


[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=47.455



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.1737 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.1923 top1= 46.8650

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=47.463


[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=47.471


[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=47.479



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2069 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.2350 top1= 46.8650

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=47.486


[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=47.494


[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=47.502



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2397 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.2739 top1= 46.8650

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=47.509


[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=47.517


[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=47.524



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2711 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.3145 top1= 46.8650

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=47.532


[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=47.539


[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=47.546



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.3010 top1= 50.0701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.3515 top1= 46.8650

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=47.553


[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=47.561


[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=47.567



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.3304 top1= 50.0701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.3884 top1= 46.8650

