
=== 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 0.592 0.075]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.075 0.925]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0617 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: 1.6536 top1= 52.8409

=== 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=2.0983 top1= 32.8025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6707 top1= 38.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4282 top1= 34.0545

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2027 top1= 68.4659

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9221 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: 0.6920 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=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5542 top1= 63.2612


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8041 top1= 39.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7407 top1= 35.6370

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4878 top1= 90.3409

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



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4191 top1= 89.7727

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.381


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3637 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0619 top1= 73.2772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2194 top1= 40.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5130 top1= 39.5132

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2434 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=0.289


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2739 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: 0.2684 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=0.8553 top1= 75.3305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9351 top1= 45.3926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2272 top1= 42.4079

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1889 top1= 94.0341

=== 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: 0.2257 top1= 93.7500

=== 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: 0.2237 top1= 93.1818

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7397 top1= 76.7628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7552 top1= 49.3890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0494 top1= 46.4243

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1604 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: 0.1974 top1= 95.1705

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



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


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1934 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=0.6649 top1= 77.7744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6308 top1= 51.9631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9380 top1= 49.3189

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1404 top1= 96.0227

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



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


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1773 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: 0.1715 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=0.6111 top1= 78.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5475 top1= 54.0264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8506 top1= 51.0317

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1249 top1= 96.3068

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



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1607 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: 0.1543 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=0.5702 top1= 79.3570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4867 top1= 55.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7817 top1= 51.7728

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1123 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: 0.1465 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: 0.1405 top1= 95.4545

=== 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=0.5391 top1= 80.4387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4392 top1= 57.1114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7327 top1= 52.4840

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1011 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: 0.1282 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=0.5139 top1= 81.5405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4041 top1= 58.1330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6878 top1= 53.1450

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0917 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: 0.1225 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: 0.1180 top1= 95.7386

=== 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=0.4939 top1= 82.4018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3758 top1= 59.3950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6562 top1= 53.9764

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0835 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: 0.1113 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: 0.1080 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=0.4774 top1= 83.2732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3583 top1= 60.2564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6296 top1= 54.7075

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0762 top1= 98.5795

=== 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: 0.1016 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: 0.0991 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=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4628 top1= 83.9643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3308 top1= 61.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6026 top1= 55.2684

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0700 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: 0.0932 top1= 97.1591

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



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0912 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=0.4523 top1= 84.3750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3199 top1= 61.7989


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5840 top1= 55.8293

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0644 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= 97.4432

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



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0834 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=0.4409 top1= 84.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3014 top1= 62.5300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5621 top1= 56.2600

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0597 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: 0.0776 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: 0.0775 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=0.4335 top1= 85.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2890 top1= 63.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5494 top1= 56.6506

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0554 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: 0.0708 top1= 97.7273

=== 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: 0.0712 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=0.4264 top1= 85.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2799 top1= 63.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5311 top1= 57.1514

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0517 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: 0.0650 top1= 97.7273

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



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0661 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=0.4203 top1= 85.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2691 top1= 64.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5268 top1= 57.5020

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0483 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=0.036


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0588 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=0.034


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0617 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=0.4138 top1= 86.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2581 top1= 64.8137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5070 top1= 57.9327

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0452 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: 0.0541 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: 0.0573 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=0.4104 top1= 86.0777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2505 top1= 65.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4936 top1= 58.4034

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0424 top1= 99.7159

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0493 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.007



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0540 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=0.4059 top1= 86.3281


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2424 top1= 65.8053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4880 top1= 58.8241

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0404 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: 0.0455 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=0.030


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0506 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=0.4023 top1= 86.4884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2379 top1= 66.1158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4717 top1= 59.3950

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0381 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: 0.0418 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=0.029


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0474 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=0.3998 top1= 86.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2233 top1= 66.5565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4568 top1= 59.8558

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0363 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: 0.0386 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=0.028


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0447 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3973 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2226 top1= 66.9171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4448 top1= 60.3466

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0345 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: 0.0360 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0419 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=0.3953 top1= 86.8990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2106 top1= 67.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4397 top1= 60.7372

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0328 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: 0.0335 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: 0.0398 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=0.3935 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2046 top1= 67.7985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4209 top1= 61.2881

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0316 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: 0.0313 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: 0.0368 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=0.3923 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2013 top1= 68.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4094 top1= 61.7087

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0301 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: 0.0294 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: 0.0347 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=0.3905 top1= 87.1294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1916 top1= 68.4796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3954 top1= 62.0793

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0291 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: 0.0273 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: 0.0322 top1=100.0000

=== 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=0.3903 top1= 87.2296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1946 top1= 68.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3782 top1= 62.5801

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0281 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: 0.0260 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=0.023


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0297 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=0.3893 top1= 87.3498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1902 top1= 69.1506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3714 top1= 62.8706

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0269 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: 0.0245 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: 0.0278 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=0.3900 top1= 87.3397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1959 top1= 69.2308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3540 top1= 63.3914

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0266 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: 0.0230 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: 0.0253 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=0.3889 top1= 87.4499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1923 top1= 69.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3373 top1= 63.9022

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0261 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=0.022


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0219 top1=100.0000

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



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0233 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=0.3886 top1= 87.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2030 top1= 69.6114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3317 top1= 64.2929

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0257 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: 0.0210 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: 0.0216 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=0.3882 top1= 87.5100


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2074 top1= 69.9219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3174 top1= 64.7035

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0252 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: 0.0206 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: 0.0200 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=0.3871 top1= 87.6302


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2085 top1= 70.1623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3101 top1= 65.0040

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: 0.0204 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: 0.0190 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=0.3860 top1= 87.6703


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2044 top1= 70.4026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3034 top1= 65.3245

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0231 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: 0.0202 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: 0.0180 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=0.3843 top1= 87.7504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1991 top1= 70.5629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2935 top1= 65.5849

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0215 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: 0.0194 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=0.018


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0173 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=0.3817 top1= 87.8305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1867 top1= 70.8133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2907 top1= 65.7352

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0192 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: 0.0186 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: 0.0168 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=0.3802 top1= 87.9307


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1705 top1= 71.1338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2817 top1= 66.0757

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0175 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: 0.0172 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: 0.0162 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=0.3774 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1543 top1= 71.3442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2803 top1= 66.2660

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0160 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: 0.0158 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: 0.0156 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3770 top1= 88.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1360 top1= 71.6446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2705 top1= 66.6266

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0150 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: 0.0144 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: 0.0148 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=0.3749 top1= 88.3013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1257 top1= 71.8850


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2632 top1= 66.8970

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0143 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: 0.0133 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: 0.0141 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=0.3746 top1= 88.3213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1066 top1= 72.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2599 top1= 67.0673

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0138 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: 0.0128 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: 0.0135 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=0.3743 top1= 88.3714


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1007 top1= 72.7163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2519 top1= 67.3377

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0134 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: 0.0124 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: 0.0129 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=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3732 top1= 88.3914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0928 top1= 73.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2487 top1= 67.5080

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0129 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: 0.0120 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: 0.0123 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=0.3727 top1= 88.4415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0856 top1= 73.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2386 top1= 67.7784

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0125 top1=100.0000

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



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


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0117 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=0.014


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0119 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3715 top1= 88.5116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0714 top1= 73.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2298 top1= 68.0689

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0120 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: 0.0112 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: 0.0115 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=0.3709 top1= 88.6018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0678 top1= 73.9784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2261 top1= 68.2091

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0116 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: 0.0109 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: 0.0110 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=0.3700 top1= 88.7019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0569 top1= 74.4391


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2184 top1= 68.4896

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: 0.0105 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: 0.0106 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=0.3692 top1= 88.8121


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0525 top1= 74.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2099 top1= 68.6899

