
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0591 top1= 42.3295

=== 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: 1.6488 top1= 53.4091

=== 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=2.0938 top1= 31.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6725 top1= 38.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4247 top1= 34.0144

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1948 top1= 69.0341

=== 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: 0.9107 top1= 76.4205

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.372


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6833 top1= 84.9432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5323 top1= 62.7204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7497 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7046 top1= 35.6671

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4591 top1= 90.6250

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.095



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.410


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4096 top1= 90.6250

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3775 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.339



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1029 top1= 72.3257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2459 top1= 40.0641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4580 top1= 39.9639

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2592 top1= 93.4659

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.298


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2872 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.258


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2831 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8938 top1= 74.9399


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9666 top1= 44.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2416 top1= 42.0873

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2000 top1= 93.7500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.195


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2371 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.172


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2357 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7743 top1= 76.3021


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7946 top1= 48.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0794 top1= 45.5529

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1689 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2074 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2053 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6952 top1= 77.3538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6729 top1= 50.8413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9655 top1= 48.7380

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1482 top1= 95.1705

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1866 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1822 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6399 top1= 78.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5873 top1= 52.7043


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8926 top1= 50.4407

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1324 top1= 96.3068

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1696 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1643 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5980 top1= 78.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5257 top1= 54.2167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8281 top1= 51.5224

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1198 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1554 top1= 95.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1493 top1= 94.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5663 top1= 79.5573


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4789 top1= 55.7292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7845 top1= 52.1234

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1088 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1425 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1369 top1= 95.4545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5399 top1= 80.6390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4421 top1= 56.8109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7428 top1= 52.8245

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0991 top1= 97.4432

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1310 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1260 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5187 top1= 81.2500


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4188 top1= 57.7424


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7216 top1= 53.3754

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0903 top1= 97.7273

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1206 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1162 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=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5016 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3939 top1= 58.9343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6979 top1= 53.7760

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0828 top1= 98.0114

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1110 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1072 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4874 top1= 82.8225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3778 top1= 59.8458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6747 top1= 54.4271

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0762 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1021 top1= 96.8750

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0989 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4760 top1= 83.3333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3608 top1= 60.4267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6620 top1= 54.8678

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0706 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0934 top1= 97.1591

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0915 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=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4655 top1= 83.6739


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3531 top1= 60.9075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6463 top1= 55.3285

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0655 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0860 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0847 top1= 96.5909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4576 top1= 84.1046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3326 top1= 61.6286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6407 top1= 55.6490

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0609 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0789 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=0.040


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0781 top1= 96.5909

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4490 top1= 84.3950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3278 top1= 62.2997


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6209 top1= 56.1098

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0569 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0727 top1= 97.4432

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0726 top1= 96.8750

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4429 top1= 84.5853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3178 top1= 62.7704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6172 top1= 56.3802

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0533 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=0.039


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0667 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4369 top1= 84.8758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3093 top1= 63.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6079 top1= 56.6907

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0501 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0612 top1= 98.5795

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0631 top1= 97.7273

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4324 top1= 85.0160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3087 top1= 63.4916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5959 top1= 57.0413

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0469 top1= 99.7159

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0565 top1= 98.8636

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 98.0114

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4282 top1= 85.3165


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2985 top1= 64.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5931 top1= 57.3217

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0444 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=0.034


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0516 top1= 99.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0552 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4244 top1= 85.4868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2950 top1= 64.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5845 top1= 57.6823

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0420 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0483 top1= 99.4318

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0520 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=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4209 top1= 85.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2843 top1= 64.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5778 top1= 57.9527

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0443 top1= 99.4318

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0492 top1= 99.1477

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4191 top1= 85.6470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2791 top1= 65.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5720 top1= 58.2031

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0380 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=0.031


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0415 top1= 99.7159

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0463 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=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4171 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2749 top1= 65.6751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5666 top1= 58.6138

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0363 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=0.030


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0385 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0437 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4148 top1= 86.0076


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2706 top1= 65.9655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5589 top1= 58.9042

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0346 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0362 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=0.027


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0416 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4138 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2644 top1= 66.2560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5494 top1= 59.2448

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0330 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0338 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=0.026


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0392 top1= 99.1477

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4121 top1= 86.1378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2595 top1= 66.5565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5460 top1= 59.5052

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0317 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=0.027


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0317 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=0.026


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0370 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=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4116 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2523 top1= 66.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5299 top1= 59.8658

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0302 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=0.026


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0301 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=0.025


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0355 top1= 99.4318

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4101 top1= 86.3081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2526 top1= 67.0573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5238 top1= 60.2364

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0290 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=0.026


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0283 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0332 top1= 99.7159

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4099 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2417 top1= 67.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5087 top1= 60.6771

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0282 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=0.025


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0317 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4089 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2428 top1= 67.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4983 top1= 61.0677

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0271 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0251 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=0.023


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0299 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4091 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2406 top1= 67.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4884 top1= 61.3982

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0238 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=0.023


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0282 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=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4081 top1= 86.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2384 top1= 68.1691


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4740 top1= 61.7488

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0256 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=0.023


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0225 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=0.022


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0263 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=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4087 top1= 86.5585


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2445 top1= 68.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4658 top1= 62.0994

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0244 top1= 99.4318

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0214 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=0.021


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0246 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=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4085 top1= 86.6587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2404 top1= 68.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4570 top1= 62.4599

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0243 top1= 99.4318

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0203 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=0.021


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0227 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=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4087 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2519 top1= 68.9103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4448 top1= 62.7804

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0242 top1= 99.7159

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0210 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=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4081 top1= 86.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2548 top1= 69.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4327 top1= 63.0208

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0240 top1= 99.7159

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4083 top1= 86.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2606 top1= 69.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4297 top1= 63.2412

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0242 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4077 top1= 86.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2723 top1= 69.2408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4197 top1= 63.4916

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0240 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0190 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=0.019


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0173 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4069 top1= 86.8790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2687 top1= 69.4611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4110 top1= 63.7720

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0188 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=0.018


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0165 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=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4058 top1= 86.9792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2638 top1= 69.8518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4085 top1= 63.9423

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0215 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0190 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=0.018


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0160 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4037 top1= 87.1394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2537 top1= 70.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4030 top1= 64.1827

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0196 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=0.019


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0188 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=0.018


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0154 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4027 top1= 87.1895


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2337 top1= 70.2724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3988 top1= 64.3730

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0175 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=0.018


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0180 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=0.017


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0151 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4000 top1= 87.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2200 top1= 70.4527


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3938 top1= 64.5733

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0157 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=0.018


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0168 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=0.017


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0148 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3981 top1= 87.4499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2031 top1= 70.5429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3876 top1= 64.8137

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0144 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=0.017


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0154 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0144 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3957 top1= 87.6102


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1831 top1= 70.8233


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3802 top1= 65.0541

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0135 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=0.017


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3948 top1= 87.6502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1755 top1= 70.9836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3810 top1= 65.2043

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0127 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=0.017


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3936 top1= 87.7604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1564 top1= 71.3642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3721 top1= 65.4748

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3937 top1= 87.8305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1533 top1= 71.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3681 top1= 65.6450

