
=== 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 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0655 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: 1.6611 top1= 52.5568

=== 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=2.1035 top1= 30.5789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6689 top1= 38.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4196 top1= 34.0946

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2133 top1= 68.7500

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9293 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=0.372


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6999 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=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5607 top1= 60.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7652 top1= 39.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7087 top1= 35.6270

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4727 top1= 90.3409

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.414


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4200 top1= 91.1932

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.388


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3862 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.346



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1220 top1= 71.7448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2659 top1= 39.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4763 top1= 39.9639

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2646 top1= 93.1818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2929 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.263


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2887 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9048 top1= 74.7496


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9762 top1= 44.3510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2687 top1= 42.0272

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2037 top1= 93.4659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.198


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2412 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2406 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=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7809 top1= 76.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7987 top1= 47.9768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1090 top1= 45.3826

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1717 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2113 top1= 94.8864

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2087 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=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7004 top1= 77.2336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6762 top1= 50.5509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0041 top1= 48.6178

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1504 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=0.108


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1900 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1857 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=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6446 top1= 77.9647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5965 top1= 52.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9333 top1= 50.3706

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1341 top1= 96.0227

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1725 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: 0.1673 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=0.6028 top1= 78.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5367 top1= 53.9463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8757 top1= 51.4623

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1208 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=0.077


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1575 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: 0.1522 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5702 top1= 79.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4894 top1= 55.3285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8329 top1= 52.0533

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1096 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: 0.1445 top1= 96.5909

=== 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: 0.1390 top1= 95.7386

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5457 top1= 80.3786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4593 top1= 56.4503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8040 top1= 52.7544

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0997 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1329 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: 0.1282 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=0.5250 top1= 81.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4341 top1= 57.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7787 top1= 53.2452

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0910 top1= 97.7273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.014



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


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1223 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=0.055


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1177 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5084 top1= 81.9611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4124 top1= 58.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7648 top1= 53.6158

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0833 top1= 98.0114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.013



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


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1124 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=0.051


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1084 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=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4950 top1= 82.6823


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4013 top1= 59.5353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7480 top1= 54.1366

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0768 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=0.050


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1031 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=0.048


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1004 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=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4832 top1= 83.1631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3857 top1= 60.0861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7321 top1= 54.5673

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0707 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: 0.0949 top1= 97.1591

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0928 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4742 top1= 83.2732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3743 top1= 60.6771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7283 top1= 55.0381

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0657 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=0.045


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0872 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: 0.0859 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=0.4655 top1= 83.7340


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3636 top1= 61.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7149 top1= 55.3786

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0614 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=0.043


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0803 top1= 97.4432

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0793 top1= 96.5909

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4595 top1= 83.9243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3569 top1= 61.6687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7146 top1= 55.6891

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0570 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=0.041


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0737 top1= 97.7273

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0737 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=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4529 top1= 84.2348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3511 top1= 62.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7032 top1= 56.0096

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0536 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: 0.0678 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: 0.0681 top1= 96.8750

=== 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=0.4477 top1= 84.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3445 top1= 62.6703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7026 top1= 56.2400

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0504 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=0.038


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0620 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: 0.0634 top1= 98.0114

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4431 top1= 84.6855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3387 top1= 63.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6864 top1= 56.5705

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0472 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.009



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


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0570 top1= 98.5795

=== 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: 0.0593 top1= 98.5795

=== 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=0.4400 top1= 84.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3292 top1= 63.5817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6945 top1= 56.7808

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0449 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=0.035


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0524 top1= 98.8636

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0554 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=0.4360 top1= 85.0761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3274 top1= 63.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6869 top1= 57.0112

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0422 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: 0.0484 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: 0.0519 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4327 top1= 85.2364


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3187 top1= 64.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6866 top1= 57.2015

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0402 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: 0.0447 top1= 99.7159

=== 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: 0.0489 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=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4313 top1= 85.3165


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3207 top1= 64.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6801 top1= 57.4920

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0382 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: 0.0416 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4284 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3102 top1= 65.0140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6745 top1= 57.6923

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: 0.0387 top1= 99.7159

=== 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=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4269 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3101 top1= 65.2444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6647 top1= 58.0028

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0347 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: 0.0361 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0415 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=0.4244 top1= 85.6771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3011 top1= 65.7352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6591 top1= 58.2833

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: 0.0340 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=0.027


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0391 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=0.4243 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3007 top1= 65.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6504 top1= 58.6138

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.007



=== 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: 0.0373 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=0.4222 top1= 85.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2879 top1= 66.3261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6385 top1= 59.0445

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=0.027


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0298 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= 99.7159

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4223 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2853 top1= 66.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6309 top1= 59.3650

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0288 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: 0.0281 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=0.025


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0336 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=0.4204 top1= 85.8874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2788 top1= 66.8870


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6193 top1= 59.5853

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0278 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: 0.0265 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: 0.0323 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=0.4204 top1= 85.9075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2730 top1= 67.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6109 top1= 59.8458

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0266 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: 0.0252 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0307 top1= 99.7159

=== 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=0.4191 top1= 86.0777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2731 top1= 67.3978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5985 top1= 60.1562

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0257 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: 0.0236 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: 0.0291 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4199 top1= 86.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2668 top1= 67.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5870 top1= 60.4768

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0247 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0226 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: 0.0277 top1= 99.7159

=== 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=0.4187 top1= 86.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2630 top1= 67.9087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5770 top1= 60.8774

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0240 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=0.023


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0213 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=0.022


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0259 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=0.4183 top1= 86.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2612 top1= 68.2592


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5655 top1= 61.1478

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0234 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: 0.0204 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: 0.0245 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=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4193 top1= 86.2881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2698 top1= 68.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5592 top1= 61.3582

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0224 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=0.022


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0192 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=0.021


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0226 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=0.4182 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2687 top1= 68.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5483 top1= 61.6386

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0228 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: 0.0185 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: 0.0212 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=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4182 top1= 86.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2805 top1= 68.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5380 top1= 61.9391

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0226 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=0.021


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0177 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=0.020


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0195 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=0.4184 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2760 top1= 69.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5330 top1= 62.1895

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0226 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: 0.0173 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0182 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=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4187 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2935 top1= 68.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5268 top1= 62.4099

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0231 top1= 99.7159

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



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0170 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=0.019


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4187 top1= 86.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3037 top1= 68.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5232 top1= 62.6502

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0232 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: 0.0171 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: 0.0161 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=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4185 top1= 86.6286


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3141 top1= 69.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5183 top1= 62.8005

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0235 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0176 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: 0.0153 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=0.4187 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3131 top1= 69.2408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5143 top1= 62.9708

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0232 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=0.019


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0184 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=0.018


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0147 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=0.4164 top1= 86.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3017 top1= 69.6114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5052 top1= 63.1611

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0207 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: 0.0192 top1= 99.7159

=== 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: 0.0142 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4137 top1= 86.9591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2902 top1= 69.7216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5067 top1= 63.3313

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0182 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=0.018


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.7159

=== 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: 0.0140 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=0.4104 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2596 top1= 70.3025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4952 top1= 63.6218

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0155 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=0.018


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0182 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=0.017


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0141 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4080 top1= 87.1394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2372 top1= 70.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4885 top1= 63.8922

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0137 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: 0.0165 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=0.017


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0141 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4057 top1= 87.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2245 top1= 70.7632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4856 top1= 64.0625

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0125 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=0.017


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0153 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=0.016


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0138 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=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4034 top1= 87.4399


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2052 top1= 70.8634


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4768 top1= 64.2929

