
=== 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 ByzantineWorker(index=11)

=== 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=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9593 top1= 63.9205

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.419



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.678


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4358 top1= 87.2159

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.013



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.171



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0725 top1= 69.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1000 top1= 39.9139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1597 top1= 38.0008

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2232 top1= 92.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.214



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.066


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2541 top1= 92.0455

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.270



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.314


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1997 top1= 96.0227

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.301



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.450



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8918 top1= 75.7512


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0129 top1= 40.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9338 top1= 41.2861

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1411 top1= 95.4545

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.340



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.622


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1165 top1= 96.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.378



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.755


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1436 top1= 95.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.389



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8245 top1= 75.6811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7361 top1= 43.3093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5075 top1= 45.5329

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0702 top1= 97.7273

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.378



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.793


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0826 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.366



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.742


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1040 top1= 97.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.360



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7813 top1= 77.5140


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9885 top1= 44.7416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8480 top1= 45.9034

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0423 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.347



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.672


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0506 top1= 98.8636

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.325



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.583


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0655 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.306



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7428 top1= 78.1350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0196 top1= 46.6246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0794 top1= 46.0337

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0303 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.289



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.442


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 99.1477

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.268



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.344


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0562 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.246



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7445 top1= 77.9447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0413 top1= 47.8165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2378 top1= 46.1038

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.222



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.150


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0300 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.195



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.033


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0545 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.176



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7308 top1= 77.6542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8856 top1= 48.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3969 top1= 46.0337

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.153



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.862


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.123



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.739


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0367 top1= 99.1477

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.101



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6837 top1= 77.6843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7770 top1= 48.3173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2382 top1= 46.5044

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0180 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.077



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.553


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0133 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.048



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.427


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.021



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6927 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6950 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1527 top1= 46.5445

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0158 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.992



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.195


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0158 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.967



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.080


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.943



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.983



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7092 top1= 77.1935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4491 top1= 49.7296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0748 top1= 46.3942

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.919



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.877


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 98.8636

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.902



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.803


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0350 top1= 98.8636

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.902



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.800



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6543 top1= 77.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1872 top1= 50.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1136 top1= 46.1839

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0192 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.896



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.773


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0243 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.885



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.721


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.880



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6305 top1= 77.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0214 top1= 50.3606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8308 top1= 46.4443

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0197 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.867



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.655


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.845



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.571


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.836



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.531



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5907 top1= 79.3670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9193 top1= 51.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6182 top1= 46.7047

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.818



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.456


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.794



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.354


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0098 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.764



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5519 top1= 80.0881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8189 top1= 52.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3787 top1= 46.6847

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.735



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.103


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0078 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.700



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.959


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.667



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.815



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5382 top1= 80.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8103 top1= 52.5140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1738 top1= 46.5244

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0078 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.633



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.674


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.600



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.530


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.568



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5272 top1= 80.7492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7247 top1= 53.0649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8995 top1= 46.4944

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.538



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.268


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.506



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.137


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.477



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5219 top1= 80.9295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6071 top1= 53.5857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6966 top1= 46.9752

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.450



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.898


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.421



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.781


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.396



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5136 top1= 81.3001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4472 top1= 54.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5051 top1= 48.0569

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.372



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.569


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.470


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5013 top1= 81.7408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3198 top1= 54.7676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3192 top1= 49.1286

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.306



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.287


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.286



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.205


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0067 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.267



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4833 top1= 82.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2177 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1342 top1= 50.0300

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.251



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.053


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.234



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.985


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0075 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4692 top1= 82.8125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1276 top1= 56.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9785 top1= 50.9315

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.859


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.803


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0070 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4562 top1= 83.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0428 top1= 56.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8348 top1= 52.0132

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.698


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.652


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.145



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4420 top1= 83.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9551 top1= 57.9227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7123 top1= 52.8145

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.568


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.126



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.530


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.118



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.494



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4301 top1= 84.5553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8674 top1= 59.0845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5804 top1= 53.6358

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.462


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.431


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.096



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4179 top1= 85.0361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7882 top1= 60.3466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4621 top1= 54.5373

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.377


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.353


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4054 top1= 85.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7186 top1= 61.5084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3638 top1= 55.2083

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.312


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.293


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3949 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6519 top1= 62.7804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2633 top1= 55.8494

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3850 top1= 86.7588


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5852 top1= 63.8522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1791 top1= 56.5405

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.053



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.223


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.211


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.201



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3766 top1= 87.3598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5274 top1= 65.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0962 top1= 57.1815

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.193


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3688 top1= 87.6402


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4694 top1= 66.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0172 top1= 58.1330

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.160


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3612 top1= 88.0409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4147 top1= 67.1274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9403 top1= 58.7440

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.149


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3559 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3641 top1= 68.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8756 top1= 59.4551

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3501 top1= 88.6218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3197 top1= 69.0905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8104 top1= 60.3766

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3461 top1= 89.0024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2718 top1= 69.9419


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7498 top1= 61.3582

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3422 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2306 top1= 70.9535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6913 top1= 62.2997

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3383 top1= 89.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1899 top1= 71.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6370 top1= 63.1611

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3355 top1= 89.5333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1515 top1= 72.6362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5870 top1= 64.1727

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3328 top1= 89.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1159 top1= 73.3373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5372 top1= 65.0240

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3303 top1= 89.9038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0830 top1= 74.1887


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4929 top1= 65.7151

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3282 top1= 90.0441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0525 top1= 74.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4552 top1= 66.4263

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3261 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0259 top1= 75.5509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4151 top1= 67.2476

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3243 top1= 90.3345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9969 top1= 76.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3786 top1= 68.0188

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.015



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


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3229 top1= 90.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9728 top1= 76.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3442 top1= 68.8001

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3215 top1= 90.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9485 top1= 77.3538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3127 top1= 69.5012

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3202 top1= 90.6550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9276 top1= 77.8345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2847 top1= 70.0521

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3191 top1= 90.7452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9063 top1= 78.4856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2571 top1= 70.6631

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3180 top1= 90.8954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8871 top1= 78.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2296 top1= 71.3241

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3171 top1= 91.0357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8685 top1= 79.3870


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2076 top1= 71.7748

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3165 top1= 91.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8529 top1= 79.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1854 top1= 72.3558

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3155 top1= 91.2460


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8375 top1= 80.2083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1624 top1= 72.7965

