
=== 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 BitFlippingWorker

=== 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=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=== 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 0.642 0.025]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.025 0.975]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0558 top1= 42.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6412 top1= 53.6932

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0882 top1= 33.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6738 top1= 38.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4298 top1= 33.9543

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1855 top1= 69.3182

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9041 top1= 76.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.371


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6765 top1= 84.9432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5109 top1= 65.7752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7596 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7251 top1= 35.6971

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4553 top1= 90.6250

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.3930 top1= 90.6250

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.374


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3597 top1= 90.0568

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0523 top1= 73.3574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2083 top1= 40.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4536 top1= 40.3145

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2431 top1= 94.0341

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.285


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2729 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.244


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2691 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8498 top1= 75.5509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9143 top1= 45.6831


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2048 top1= 42.6482

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1889 top1= 94.6023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.181


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2263 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.160


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2240 top1= 93.1818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7368 top1= 76.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7405 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0305 top1= 46.9651

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1598 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1978 top1= 95.1705

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1945 top1= 94.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6623 top1= 77.9147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6159 top1= 52.0933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9157 top1= 49.7496

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1404 top1= 95.4545

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1777 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1725 top1= 94.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6093 top1= 78.5958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5332 top1= 54.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8318 top1= 51.2119

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1251 top1= 96.3068

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1609 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1553 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5700 top1= 79.4171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4766 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7665 top1= 52.0232

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1127 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1469 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1415 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5405 top1= 80.3786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4295 top1= 57.0413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7149 top1= 52.7244

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1019 top1= 97.1591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1337 top1= 96.5909

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1291 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5151 top1= 81.5004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3978 top1= 58.2432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6724 top1= 53.6258

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 97.7273

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1221 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1184 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4956 top1= 82.1915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3717 top1= 59.3850


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6394 top1= 54.2568

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0839 top1= 98.0114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1116 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4786 top1= 83.1731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3487 top1= 60.3566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6142 top1= 54.9479

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0765 top1= 98.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1018 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0999 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4647 top1= 83.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3257 top1= 61.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5916 top1= 55.4988

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0705 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0936 top1= 97.1591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0921 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4538 top1= 84.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3150 top1= 61.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5736 top1= 56.0797

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0652 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0854 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0845 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4433 top1= 84.6955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2998 top1= 62.5401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5600 top1= 56.4704

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0605 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0780 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0784 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4356 top1= 85.1462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2839 top1= 63.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5454 top1= 56.9411

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0564 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0713 top1= 97.4432

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0723 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4286 top1= 85.3566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2718 top1= 63.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5360 top1= 57.2616

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0527 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0652 top1= 98.0114

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4229 top1= 85.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2659 top1= 64.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5215 top1= 57.7524

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0493 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0599 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0626 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4170 top1= 85.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2503 top1= 64.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5095 top1= 58.1430

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0463 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0546 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4125 top1= 85.9876


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2471 top1= 65.2845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4982 top1= 58.5236

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0439 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0502 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4083 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2351 top1= 65.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4863 top1= 59.0345

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0460 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4052 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2269 top1= 66.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4755 top1= 59.4351

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0390 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0425 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0482 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4028 top1= 86.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2234 top1= 66.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4637 top1= 59.8758

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0394 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3999 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2147 top1= 67.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4564 top1= 60.1763

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0354 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0364 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0427 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3988 top1= 86.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2073 top1= 67.3778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4396 top1= 60.7772

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0338 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0342 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0402 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3957 top1= 86.9591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1946 top1= 67.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4277 top1= 61.1779

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0324 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0374 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3956 top1= 86.9391


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1948 top1= 68.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4133 top1= 61.7588

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0300 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0352 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3938 top1= 87.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1852 top1= 68.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4048 top1= 62.0693

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0298 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0279 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0329 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3929 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1866 top1= 68.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3872 top1= 62.4599

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0287 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0264 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0305 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3925 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1842 top1= 69.1006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3788 top1= 62.8706

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0277 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0248 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0281 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3910 top1= 87.3898


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1818 top1= 69.3510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3625 top1= 63.3213

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0274 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0260 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3918 top1= 87.4700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1930 top1= 69.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3499 top1= 63.8421

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0265 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0223 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0238 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3907 top1= 87.5200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1962 top1= 69.6715


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3402 top1= 64.2929

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0262 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0217 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3902 top1= 87.5401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1918 top1= 69.9619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3280 top1= 64.5633

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0258 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0210 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0203 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3901 top1= 87.5601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2035 top1= 70.0721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3178 top1= 65.0240

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0248 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0208 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3884 top1= 87.6202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1952 top1= 70.3826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3133 top1= 65.2544

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0236 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0205 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3863 top1= 87.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1874 top1= 70.5629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3060 top1= 65.5248

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0216 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0199 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3842 top1= 87.8105


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1723 top1= 70.9435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3002 top1= 65.8353

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0170 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3824 top1= 87.8906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1603 top1= 71.1639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2917 top1= 66.1058

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3810 top1= 87.9808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1428 top1= 71.4443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2901 top1= 66.2961

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0163 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0161 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3800 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1257 top1= 71.7548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2835 top1= 66.5465

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0154 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3789 top1= 88.1711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1159 top1= 72.0753


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2787 top1= 66.7368

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0142 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3784 top1= 88.2312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1041 top1= 72.4359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2726 top1= 67.0773

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0141 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3772 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0965 top1= 72.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2638 top1= 67.2476

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0126 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3775 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0903 top1= 72.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2600 top1= 67.5080

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

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3767 top1= 88.4014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0803 top1= 73.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2526 top1= 67.7083

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3755 top1= 88.4816


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0680 top1= 73.7680


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2463 top1= 67.8986

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3747 top1= 88.5917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0633 top1= 74.0986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2345 top1= 68.1891

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3740 top1= 88.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0524 top1= 74.3690


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2309 top1= 68.3894

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3732 top1= 88.7220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0492 top1= 74.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2227 top1= 68.6699

