
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0607 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.009



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6599 top1= 53.1250

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0947 top1= 33.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6480 top1= 38.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4177 top1= 33.9844

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2121 top1= 68.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9294 top1= 76.4205

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.089



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7023 top1= 84.6591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.097



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5480 top1= 64.2228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7143 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6993 top1= 35.6270

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4772 top1= 90.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.412


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4251 top1= 90.6250

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.093



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.387


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3912 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.083



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.347



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1337 top1= 72.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2277 top1= 39.9439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4512 top1= 39.6234

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2724 top1= 93.4659

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3012 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2965 top1= 91.7614

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9336 top1= 74.9599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9531 top1= 43.9603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2337 top1= 41.7768

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2132 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.206


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2520 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.184


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2502 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8183 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7869 top1= 47.3458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0827 top1= 44.0304

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1827 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2228 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2211 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7438 top1= 77.1034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6696 top1= 49.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9786 top1= 46.7748

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1632 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2031 top1= 94.8864

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2005 top1= 94.0341

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6926 top1= 77.8045


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5897 top1= 51.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9023 top1= 48.6378

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1492 top1= 95.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1879 top1= 95.1705

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1850 top1= 94.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6544 top1= 78.2252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5320 top1= 53.2452


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8399 top1= 49.6294

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1386 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1759 top1= 95.1705

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1726 top1= 94.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6261 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4853 top1= 54.3269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7939 top1= 50.4006

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1299 top1= 96.0227

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1656 top1= 95.7386

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1628 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6045 top1= 79.1667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4498 top1= 55.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7605 top1= 50.9215

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1228 top1= 96.8750

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1574 top1= 96.3068

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1548 top1= 95.4545

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5873 top1= 79.6074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4223 top1= 56.0597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7325 top1= 51.2620

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1172 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1500 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1478 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5743 top1= 80.3385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3989 top1= 56.7708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7133 top1= 51.5325

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1122 top1= 97.1591

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1440 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1420 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5644 top1= 80.7692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3815 top1= 57.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6968 top1= 51.7228

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1081 top1= 97.7273

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1383 top1= 96.5909

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1370 top1= 96.0227

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5557 top1= 81.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3697 top1= 57.7123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6811 top1= 51.8429

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1047 top1= 98.0114

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1337 top1= 96.5909

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1328 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5497 top1= 81.4403


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3568 top1= 58.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6721 top1= 52.0232

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1016 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1298 top1= 96.5909

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1292 top1= 96.0227

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5450 top1= 81.7408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3462 top1= 58.2933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6630 top1= 52.1434

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0992 top1= 98.2955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1259 top1= 96.8750

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1260 top1= 96.0227

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5409 top1= 82.0613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3386 top1= 58.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6538 top1= 52.2837

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0971 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1232 top1= 96.8750

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1232 top1= 96.0227

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5384 top1= 82.2316


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3318 top1= 58.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6466 top1= 52.4038

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0953 top1= 98.5795

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1204 top1= 96.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1210 top1= 96.3068

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5365 top1= 82.4820


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3258 top1= 58.8742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6400 top1= 52.5240

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0940 top1= 98.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1181 top1= 96.8750

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1190 top1= 96.3068

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5353 top1= 82.5521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3200 top1= 58.9744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6327 top1= 52.5841

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0928 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1161 top1= 96.8750

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1175 top1= 96.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5352 top1= 82.5721


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3170 top1= 58.9844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6314 top1= 52.5841

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0918 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1143 top1= 96.8750

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1158 top1= 96.3068

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5351 top1= 82.6522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3152 top1= 58.9944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6255 top1= 52.6142

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0912 top1= 98.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1130 top1= 97.1591

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1147 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5363 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3135 top1= 59.0445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6300 top1= 52.6242

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0905 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1118 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1138 top1= 96.5909

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5374 top1= 82.7724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3122 top1= 58.9944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6289 top1= 52.6342

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0903 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1109 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1132 top1= 96.5909

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5396 top1= 82.7524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3100 top1= 59.0244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6299 top1= 52.6042

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0900 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1105 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1126 top1= 96.5909

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5414 top1= 82.7023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3102 top1= 58.9844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6297 top1= 52.5741

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0899 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1099 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1125 top1= 96.5909

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5443 top1= 82.6022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3093 top1= 58.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6347 top1= 52.4740

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0902 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1099 top1= 97.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.5909

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5471 top1= 82.5220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3118 top1= 58.9143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6351 top1= 52.4740

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0902 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1098 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1124 top1= 96.5909

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5505 top1= 82.4319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3116 top1= 58.8742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6398 top1= 52.3237

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0905 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1099 top1= 97.4432

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1127 top1= 96.5909

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5542 top1= 82.3317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3134 top1= 58.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6400 top1= 52.3137

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0910 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1103 top1= 97.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1131 top1= 96.8750

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5580 top1= 82.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3146 top1= 58.6739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6461 top1= 52.2135

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0916 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1106 top1= 97.7273

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1136 top1= 96.8750

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5623 top1= 82.1915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3167 top1= 58.6038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6462 top1= 52.1635

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1113 top1= 97.7273

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1143 top1= 96.8750

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5667 top1= 82.0212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3184 top1= 58.4635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6517 top1= 52.0533

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0932 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1120 top1= 97.7273

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1151 top1= 96.8750

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5718 top1= 81.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3221 top1= 58.3534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6551 top1= 51.9732

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0940 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1130 top1= 97.7273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1160 top1= 96.8750

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5770 top1= 81.7208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3237 top1= 58.2632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6610 top1= 51.8630

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0951 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1140 top1= 97.7273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1171 top1= 96.5909

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5827 top1= 81.5705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3275 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6651 top1= 51.7328

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0962 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1152 top1= 97.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1183 top1= 96.5909

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5885 top1= 81.4704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3318 top1= 57.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6707 top1= 51.4724

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0974 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1166 top1= 97.4432

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1196 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5947 top1= 81.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3357 top1= 57.7724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6755 top1= 51.3522

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0987 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1180 top1= 97.4432

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1210 top1= 96.5909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6017 top1= 81.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3399 top1= 57.6122


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6819 top1= 51.1719

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1001 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1196 top1= 97.4432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1226 top1= 96.5909

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6087 top1= 80.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3453 top1= 57.4720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6891 top1= 51.0116

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1015 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1213 top1= 97.4432

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1242 top1= 96.5909

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6161 top1= 80.5889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3499 top1= 57.2917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6941 top1= 50.8013

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1031 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1232 top1= 97.4432

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1261 top1= 96.5909

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6239 top1= 80.3786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3573 top1= 57.0713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7018 top1= 50.6010

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1048 top1= 99.1477

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1252 top1= 97.1591

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1280 top1= 96.3068

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6318 top1= 80.1082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3628 top1= 56.8710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7074 top1= 50.3205

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1066 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1273 top1= 97.1591

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1300 top1= 96.3068

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6403 top1= 79.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3685 top1= 56.6506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7153 top1= 50.1502

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1085 top1= 99.1477

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1296 top1= 97.1591

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1322 top1= 96.3068

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6492 top1= 79.6675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3764 top1= 56.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7228 top1= 49.9700

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1103 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1318 top1= 97.1591

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1346 top1= 96.3068

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6584 top1= 79.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3833 top1= 56.2700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7311 top1= 49.8197

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1123 top1= 99.1477

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1342 top1= 97.1591

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1369 top1= 96.3068

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6680 top1= 79.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3910 top1= 56.0597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7371 top1= 49.6795

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1144 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1365 top1= 97.1591

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1394 top1= 96.3068

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6779 top1= 79.0064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3993 top1= 55.7192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7478 top1= 49.4291

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1166 top1= 98.8636

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1390 top1= 97.1591

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1419 top1= 96.5909

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6884 top1= 78.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4078 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7573 top1= 49.1687

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1188 top1= 98.8636

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1416 top1= 97.1591

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1445 top1= 96.5909

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6988 top1= 78.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4166 top1= 55.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7638 top1= 48.9784

