
=== 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 0.617 0.05 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.05  0.95 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0591 top1= 42.6136

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6485 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=2.0942 top1= 32.9627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6726 top1= 38.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4295 top1= 34.0445

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1959 top1= 69.0341

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9155 top1= 76.7045

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



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6858 top1= 84.6591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.094



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5384 top1= 64.0925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7814 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7336 top1= 35.6571

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4748 top1= 90.3409

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.408


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4070 top1= 89.7727

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.378


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3626 top1= 90.0568

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0603 top1= 73.2973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2126 top1= 40.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4855 top1= 39.8638

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2440 top1= 94.0341

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.288


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2738 top1= 92.8977

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2693 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8540 top1= 75.4107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9249 top1= 45.4427


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2174 top1= 42.5180

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1893 top1= 94.6023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2262 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.161


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2242 top1= 93.1818

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7391 top1= 76.8029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7496 top1= 49.4692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0450 top1= 46.7248

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1605 top1= 94.8864

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1981 top1= 94.8864

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1943 top1= 94.3182

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6643 top1= 77.7444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6236 top1= 52.0333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9330 top1= 49.5893

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1408 top1= 95.4545

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1775 top1= 95.1705

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



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


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1723 top1= 94.8864

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6109 top1= 78.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5426 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8456 top1= 51.1218

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1253 top1= 96.3068

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1607 top1= 95.4545

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



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


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1550 top1= 94.8864

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5714 top1= 79.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4811 top1= 55.8494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7815 top1= 51.9331

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1127 top1= 96.3068

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



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


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1467 top1= 96.0227

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



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


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1412 top1= 95.1705

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5403 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4345 top1= 57.0413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7285 top1= 52.5741

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1018 top1= 97.1591

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1338 top1= 96.3068

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



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


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1292 top1= 95.7386

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5147 top1= 81.5204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4010 top1= 58.2432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6837 top1= 53.4054

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0924 top1= 97.7273

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



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


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1222 top1= 96.5909

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



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


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1185 top1= 96.0227

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4946 top1= 82.4018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3731 top1= 59.4251


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6540 top1= 54.0966

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0840 top1= 98.0114

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



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


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1115 top1= 96.5909

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4785 top1= 83.2031


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3525 top1= 60.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6284 top1= 54.7977

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0767 top1= 98.2955

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



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


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1015 top1= 96.8750

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



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


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1001 top1= 96.3068

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4642 top1= 83.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3279 top1= 61.1979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6031 top1= 55.3786

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0704 top1= 99.1477

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



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


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0934 top1= 97.1591

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



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0917 top1= 96.3068

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4527 top1= 84.3249


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3156 top1= 61.7889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5870 top1= 55.7893

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0652 top1= 99.4318

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



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


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 97.1591

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



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0847 top1= 96.5909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4422 top1= 84.7857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2968 top1= 62.4900


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5648 top1= 56.3502

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0603 top1= 99.4318

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



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


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0778 top1= 97.4432

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



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


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0777 top1= 96.8750

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4350 top1= 85.1062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2888 top1= 63.1010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5568 top1= 56.6907

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0563 top1= 99.4318

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



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


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

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4270 top1= 85.4768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2737 top1= 63.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5402 top1= 57.1214

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0524 top1= 99.7159

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



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


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0648 top1= 98.5795

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



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0668 top1= 97.7273

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4211 top1= 85.7272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2668 top1= 64.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5287 top1= 57.5521

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0491 top1= 99.7159

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



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


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0596 top1= 98.8636

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



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


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0623 top1= 98.2955

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4159 top1= 85.8874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2583 top1= 64.8137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5147 top1= 58.0228

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0459 top1= 99.7159

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



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


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0544 top1= 99.1477

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



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0581 top1= 98.2955

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4103 top1= 86.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2443 top1= 65.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5007 top1= 58.4335

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0435 top1= 99.4318

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



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


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0500 top1= 99.7159

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



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 98.2955

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4074 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2382 top1= 65.8153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4937 top1= 58.8942

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0410 top1= 99.4318

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



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


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 99.7159

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



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0512 top1= 98.5795

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4041 top1= 86.4884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2359 top1= 65.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4810 top1= 59.3149

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

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



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


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0423 top1= 99.7159

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



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0482 top1= 98.8636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4011 top1= 86.5986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2215 top1= 66.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4710 top1= 59.6755

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0368 top1= 99.4318

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



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


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0393 top1=100.0000

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



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


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.8636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3982 top1= 86.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2182 top1= 66.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4522 top1= 60.3065

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0355 top1= 99.4318

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



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


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0366 top1=100.0000

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



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


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0424 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3971 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2092 top1= 67.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4494 top1= 60.6270

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0336 top1= 99.4318

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



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


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1=100.0000

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



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


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0397 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3949 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2017 top1= 67.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4289 top1= 61.1879

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0325 top1= 99.4318

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



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


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

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



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


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0373 top1= 99.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3943 top1= 86.9692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2022 top1= 68.0589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4231 top1= 61.5585

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

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



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


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0298 top1=100.0000

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



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


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0349 top1= 99.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3924 top1= 87.1294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1892 top1= 68.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4080 top1= 61.8890

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

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



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


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0281 top1=100.0000

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



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


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0327 top1= 99.7159

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3917 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1908 top1= 68.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3921 top1= 62.3798

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.4318

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



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


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0263 top1=100.0000

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



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


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0300 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3912 top1= 87.2897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1889 top1= 69.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3828 top1= 62.8205

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0279 top1= 99.4318

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



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


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0249 top1=100.0000

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3912 top1= 87.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1909 top1= 69.2107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3693 top1= 63.2212

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0269 top1= 99.4318

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



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


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0235 top1=100.0000

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



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


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0256 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3904 top1= 87.4800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1897 top1= 69.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3574 top1= 63.6619

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0269 top1= 99.4318

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



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


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0224 top1=100.0000

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3895 top1= 87.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1961 top1= 69.5813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3436 top1= 64.2528

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

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



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1=100.0000

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



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


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0219 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3892 top1= 87.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2049 top1= 69.8918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3312 top1= 64.6034

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0258 top1= 99.7159

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



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


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0209 top1=100.0000

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



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


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3889 top1= 87.6102


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2007 top1= 70.1923


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3244 top1= 64.8538

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0247 top1= 99.7159

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



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


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

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



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


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0193 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3872 top1= 87.7304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1967 top1= 70.4627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3179 top1= 65.1643

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

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



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0204 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=0.019


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0185 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3853 top1= 87.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1890 top1= 70.6530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3090 top1= 65.4647

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

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



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


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1=100.0000

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



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


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0177 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3841 top1= 87.9107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1736 top1= 70.9535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3026 top1= 65.7652

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0198 top1=100.0000

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



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


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

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



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


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0171 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3817 top1= 87.9708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1623 top1= 71.1839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2928 top1= 66.0757

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

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



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


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

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



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


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3801 top1= 88.0709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1447 top1= 71.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2902 top1= 66.2059

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

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



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


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

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



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


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

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



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3791 top1= 88.1110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1297 top1= 71.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2874 top1= 66.4062

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0153 top1=100.0000

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



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


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0146 top1=100.0000

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3777 top1= 88.2312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1211 top1= 71.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2743 top1= 66.7668

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0146 top1=100.0000

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



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


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

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



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


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3774 top1= 88.2612


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1022 top1= 72.4359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2752 top1= 66.8870

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0140 top1=100.0000

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



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


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

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3765 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0972 top1= 72.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2629 top1= 67.2276

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0137 top1=100.0000

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



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


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

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



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


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3761 top1= 88.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0903 top1= 73.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2601 top1= 67.3478

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

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



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


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

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



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


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0126 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3757 top1= 88.4415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0819 top1= 73.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2533 top1= 67.6182

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

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



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0119 top1=100.0000

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



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


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3745 top1= 88.4515


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0719 top1= 73.7380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2447 top1= 67.8385

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

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



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


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

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



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


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3736 top1= 88.5817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0632 top1= 74.0385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2351 top1= 68.1691

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

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



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


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

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



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


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3732 top1= 88.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0558 top1= 74.3289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2286 top1= 68.3894

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

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



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


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

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



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


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3721 top1= 88.7320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0474 top1= 74.5893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2236 top1= 68.5597

